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BibTeX records: George Karypis
@article{DBLP:journals/mlst/MiretSWMKKJ25,
author = {Santiago Miret and
Marta Skreta and
Geemi P. Wellawatte and
Stefano Martiniani and
N. M. Anoop Krishnan and
George Karypis and
Kevin Maik Jablonka},
title = {Perspective on artificial intelligence for accelerated materials design
(AI4Mat) workshops in 2024},
journal = {Mach. Learn. Sci. Technol.},
volume = {6},
number = {4},
pages = {40201},
year = {2025},
url = {https://doi.org/10.1088/2632-2153/ae0d5d},
doi = {10.1088/2632-2153/AE0D5D},
timestamp = {Sun, 09 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/MiretSWMKKJ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/KoutrasZQLIFKK25,
author = {Christos Koutras and
Jiani Zhang and
Xiao Qin and
Chuan Lei and
Vassilis N. Ioannidis and
Christos Faloutsos and
George Karypis and
Asterios Katsifodimos},
title = {OmniMatch: Joinability Discovery in Data Products},
journal = {Proc. {VLDB} Endow.},
volume = {18},
number = {11},
pages = {4588--4601},
year = {2025},
url = {https://www.vldb.org/pvldb/vol18/p4588-koutras.pdf},
timestamp = {Thu, 25 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/KoutrasZQLIFKK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Cen0ZCRKF25,
author = {Zhepeng Cen and
Yao Liu and
Siliang Zeng and
Pratik Chaudhari and
Huzefa Rangwala and
George Karypis and
Rasool Fakoor},
title = {Bridging the Training-Inference Gap in LLMs by Leveraging Self-Generated
Tokens},
journal = {Trans. Mach. Learn. Res.},
volume = {2025},
year = {2025},
url = {https://openreview.net/forum?id=pWSrm3oP8b},
timestamp = {Wed, 18 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Cen0ZCRKF25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KublerWSAKBCK25,
author = {Jonas M. K{\"{u}}bler and
Yu{-}Xiang Wang and
Shoham Sabach and
Navid Ansari and
Matth{\"{a}}us Kleindessner and
Kailash Budhathoki and
Volkan Cevher and
George Karypis},
title = {A Proximal Operator for Inducing 2:4-Sparsity},
journal = {Trans. Mach. Learn. Res.},
volume = {2025},
year = {2025},
url = {https://openreview.net/forum?id=AsFbXRIe4q},
timestamp = {Mon, 08 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KublerWSAKBCK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WangWSZAKR25,
author = {Yingheng Wang and
Zichen Wang and
Gil Sadeh and
Luca Zancato and
Alessandro Achille and
George Karypis and
Huzefa Rangwala},
title = {{LC-PLM:} Long-context Protein Language Modeling Using Bidirectional
Mamba with Shared Projection Layers},
journal = {Trans. Mach. Learn. Res.},
volume = {2025},
year = {2025},
url = {https://openreview.net/forum?id=dWvztQzfy4},
timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangWSZAKR25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MavromatisK25,
author = {Costas Mavromatis and
George Karypis},
title = {{GNN-RAG:} Graph Neural Retrieval for Efficient Large Language Model
Reasoning on Knowledge Graphs},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2025,
Vienna, Austria, July 27 - August 1, 2025},
pages = {16682--16699},
year = {2025},
crossref = {DBLP:conf/acl/2025f},
url = {https://aclanthology.org/2025.findings-acl.856/},
timestamp = {Mon, 28 Jul 2025 15:13:54 +0200},
biburl = {https://dblp.org/rec/conf/acl/MavromatisK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MaPLK25,
author = {Jeffrey Jian Ma and
Hengzhi Pei and
Leonard Lausen and
George Karypis},
title = {Understanding Silent Data Corruption in {LLM} Training},
booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
July 27 - August 1, 2025},
pages = {20372--20394},
year = {2025},
crossref = {DBLP:conf/acl/2025-1},
url = {https://aclanthology.org/2025.acl-long.996/},
timestamp = {Sun, 02 Nov 2025 21:27:24 +0100},
biburl = {https://dblp.org/rec/conf/acl/MaPLK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/CalvoDBDK25,
author = {Miguel Romero Calvo and
Shuoyang Ding and
Corey D. Barrett and
Georgiana Dinu and
George Karypis},
title = {Beyond instruction-conditioning, MoTE: Mixture of Task Experts for
Multi-task Embedding Models},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2025,
Vienna, Austria, July 27 - August 1, 2025},
pages = {22731--22746},
year = {2025},
crossref = {DBLP:conf/acl/2025f},
url = {https://aclanthology.org/2025.findings-acl.1168/},
timestamp = {Mon, 28 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/CalvoDBDK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/00030CFCKR25,
author = {Ke Yang and
Yao Liu and
Sapana Chaudhary and
Rasool Fakoor and
Pratik Chaudhari and
George Karypis and
Huzefa Rangwala},
title = {AgentOccam: {A} Simple Yet Strong Baseline for LLM-Based Web Agents},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
year = {2025},
crossref = {DBLP:conf/iclr/2025},
url = {https://openreview.net/forum?id=oWdzUpOlkX},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/00030CFCKR25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenXZ0TRK25,
author = {Zhikai Chen and
Han Xie and
Jian Zhang and
Xiang Song and
Jiliang Tang and
Huzefa Rangwala and
George Karypis},
title = {AutoG: Towards automatic graph construction from tabular data},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
year = {2025},
crossref = {DBLP:conf/iclr/2025},
url = {https://openreview.net/forum?id=hovDbX4Gh6},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenXZ0TRK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iolts/MaPLK25,
author = {Jeffrey Jian Ma and
Hengzhi Pei and
Leonard Lausen and
George Karypis},
title = {When Silicon Fails Silently: Characterizing Hardware-Induced Corruption
in {LLM} Training},
booktitle = {31st {IEEE} International Symposium on On-Line Testing and Robust
System Design, {IOLTS} 2025, Ischia, Italy, July 7-9, 2025},
pages = {1--4},
year = {2025},
crossref = {DBLP:conf/iolts/2025},
url = {https://doi.org/10.1109/IOLTS65288.2025.11116834},
doi = {10.1109/IOLTS65288.2025.11116834},
timestamp = {Sun, 07 Sep 2025 20:27:03 +0200},
biburl = {https://dblp.org/rec/conf/iolts/MaPLK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-15282,
author = {Zhikai Chen and
Han Xie and
Jian Zhang and
Xiang Song and
Jiliang Tang and
Huzefa Rangwala and
George Karypis},
title = {AutoG: Towards automatic graph construction from tabular data},
journal = {CoRR},
volume = {abs/2501.15282},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.15282},
doi = {10.48550/ARXIV.2501.15282},
eprinttype = {arXiv},
eprint = {2501.15282},
timestamp = {Wed, 26 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-15282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-18015,
author = {Jonas M. K{\"{u}}bler and
Yu{-}Xiang Wang and
Shoham Sabach and
Navid Ansari and
Matth{\"{a}}us Kleindessner and
Kailash Budhathoki and
Volkan Cevher and
George Karypis},
title = {A Proximal Operator for Inducing 2:4-Sparsity},
journal = {CoRR},
volume = {abs/2501.18015},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.18015},
doi = {10.48550/ARXIV.2501.18015},
eprinttype = {arXiv},
eprint = {2501.18015},
timestamp = {Fri, 28 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-18015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-00258,
author = {Hongyi Liu and
Rajarshi Saha and
Zhen Jia and
Youngsuk Park and
Jiaji Huang and
Shoham Sabach and
Yu{-}Xiang Wang and
George Karypis},
title = {ProxSparse: Regularized Learning of Semi-Structured Sparsity Masks
for Pretrained LLMs},
journal = {CoRR},
volume = {abs/2502.00258},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.00258},
doi = {10.48550/ARXIV.2502.00258},
eprinttype = {arXiv},
eprint = {2502.00258},
timestamp = {Fri, 07 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-00258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-00329,
author = {Jiani Zhang and
Hengrui Zhang and
Rishav Chakravarti and
Yiqun Hu and
Patrick Ng and
Asterios Katsifodimos and
Huzefa Rangwala and
George Karypis and
Alon Y. Halevy},
title = {CoddLLM: Empowering Large Language Models for Data Analytics},
journal = {CoRR},
volume = {abs/2502.00329},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.00329},
doi = {10.48550/ARXIV.2502.00329},
eprinttype = {arXiv},
eprint = {2502.00329},
timestamp = {Fri, 07 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-00329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-02582,
author = {Philipp H{\"{o}}llmer and
Thomas Egg and
Maya M. Martirossyan and
Eric Fuemmeler and
Amit Gupta and
Zeren Shui and
Pawan Prakash and
Adrian Roitberg and
Mingjie Liu and
George Karypis and
Mark K. Transtrum and
Richard G. Hennig and
Ellad B. Tadmor and
Stefano Martiniani},
title = {Open Materials Generation with Stochastic Interpolants},
journal = {CoRR},
volume = {abs/2502.02582},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.02582},
doi = {10.48550/ARXIV.2502.02582},
eprinttype = {arXiv},
eprint = {2502.02582},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-02582.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-12340,
author = {Jeffrey Jian Ma and
Hengzhi Pei and
Leonard Lausen and
George Karypis},
title = {Understanding Silent Data Corruption in {LLM} Training},
journal = {CoRR},
volume = {abs/2502.12340},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.12340},
doi = {10.48550/ARXIV.2502.12340},
eprinttype = {arXiv},
eprint = {2502.12340},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-12340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-13538,
author = {Siliang Zeng and
Yao Liu and
Huzefa Rangwala and
George Karypis and
Mingyi Hong and
Rasool Fakoor},
title = {From Demonstrations to Rewards: Alignment Without Explicit Human Preferences},
journal = {CoRR},
volume = {abs/2503.13538},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.13538},
doi = {10.48550/ARXIV.2503.13538},
eprinttype = {arXiv},
eprint = {2503.13538},
timestamp = {Tue, 15 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-13538.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-13941,
author = {Haoyang Fang and
Boran Han and
Nick Erickson and
Xiyuan Zhang and
Su Zhou and
Anirudh Dagar and
Jiani Zhang and
Ali Caner T{\"{u}}rkmen and
Cuixiong Hu and
Huzefa Rangwala and
Ying Nian Wu and
Yuyang Wang and
George Karypis},
title = {MLZero: {A} Multi-Agent System for End-to-end Machine Learning Automation},
journal = {CoRR},
volume = {abs/2505.13941},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.13941},
doi = {10.48550/ARXIV.2505.13941},
eprinttype = {arXiv},
eprint = {2505.13941},
timestamp = {Thu, 26 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-13941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-17781,
author = {Miguel Romero and
Shuoyang Ding and
Corey D. Barret and
Georgiana Dinu and
George Karypis},
title = {Beyond instruction-conditioning, MoTE: Mixture of Task Experts for
Multi-task Embedding Models},
journal = {CoRR},
volume = {abs/2506.17781},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.17781},
doi = {10.48550/ARXIV.2506.17781},
eprinttype = {arXiv},
eprint = {2506.17781},
timestamp = {Mon, 28 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-17781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-21611,
author = {Xiyuan Zhang and
Boran Han and
Haoyang Fang and
Abdul Fatir Ansari and
Shuai Zhang and
Danielle C. Maddix and
Cuixiong Hu and
Andrew Gordon Wilson and
Michael W. Mahoney and
Hao Wang and
Yan Liu and
Huzefa Rangwala and
George Karypis and
Bernie Wang},
title = {Does Multimodality Lead to Better Time Series Forecasting?},
journal = {CoRR},
volume = {abs/2506.21611},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.21611},
doi = {10.48550/ARXIV.2506.21611},
eprinttype = {arXiv},
eprint = {2506.21611},
timestamp = {Fri, 18 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-21611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-04127,
author = {Costas Mavromatis and
Soji Adeshina and
Vassilis N. Ioannidis and
Zhen Han and
Qi Zhu and
Ian Robinson and
Bryan Thompson and
Huzefa Rangwala and
George Karypis},
title = {{BYOKG-RAG:} Multi-Strategy Graph Retrieval for Knowledge Graph Question
Answering},
journal = {CoRR},
volume = {abs/2507.04127},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.04127},
doi = {10.48550/ARXIV.2507.04127},
eprinttype = {arXiv},
eprint = {2507.04127},
timestamp = {Sun, 10 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-04127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-12178,
author = {Maya M. Martirossyan and
Thomas Egg and
Philipp H{\"{o}}llmer and
George Karypis and
Mark K. Transtrum and
Adrian Roitberg and
Mingjie Liu and
Richard G. Hennig and
Ellad B. Tadmor and
Stefano Martiniani},
title = {All that structure matches does not glitter},
journal = {CoRR},
volume = {abs/2509.12178},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.12178},
doi = {10.48550/ARXIV.2509.12178},
eprinttype = {arXiv},
eprint = {2509.12178},
timestamp = {Fri, 17 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-12178.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-15821,
author = {Abdul Fatir Ansari and
Oleksandr Shchur and
Jaris K{\"{u}}ken and
Andreas Auer and
Boran Han and
Pedro Mercado and
Syama Sundar Rangapuram and
Huibin Shen and
Lorenzo Stella and
Xiyuan Zhang and
Mononito Goswami and
Shubham Kapoor and
Danielle C. Maddix and
Pablo Guerron and
Tony Hu and
Junming Yin and
Nick Erickson and
Prateek Mutalik Desai and
Hao Wang and
Huzefa Rangwala and
George Karypis and
Yuyang Wang and
Michael Bohlke{-}Schneider},
title = {Chronos-2: From Univariate to Universal Forecasting},
journal = {CoRR},
volume = {abs/2510.15821},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.15821},
doi = {10.48550/ARXIV.2510.15821},
eprinttype = {arXiv},
eprint = {2510.15821},
timestamp = {Fri, 14 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-15821.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0001Z00KS24,
author = {Zhuosheng Zhang and
Aston Zhang and
Mu Li and
Hai Zhao and
George Karypis and
Alex Smola},
title = {Multimodal Chain-of-Thought Reasoning in Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=y1pPWFVfvR},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0001Z00KS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WuZPGLK24,
author = {Zonghan Wu and
Da Zheng and
Shirui Pan and
Quan Gan and
Guodong Long and
George Karypis},
title = {TraverseNet: Unifying Space and Time in Message Passing for Traffic
Forecasting},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {2},
pages = {2003--2013},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3186103},
doi = {10.1109/TNNLS.2022.3186103},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/WuZPGLK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RainaTCRZK24,
author = {Vyas Raina and
Samson Tan and
Volkan Cevher and
Aditya Rawal and
Sheng Zha and
George Karypis},
title = {Extreme Miscalibration and the Illusion of Adversarial Robustness},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {2500--2525},
year = {2024},
crossref = {DBLP:conf/acl/2024-1},
url = {https://doi.org/10.18653/v1/2024.acl-long.137},
doi = {10.18653/V1/2024.ACL-LONG.137},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/RainaTCRZK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/AlyTTK24,
author = {Rami Aly and
Zhiqiang Tang and
Samson Tan and
George Karypis},
title = {Learning to Generate Answers with Citations via Factual Consistency
Models},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {11876--11896},
year = {2024},
crossref = {DBLP:conf/acl/2024-1},
url = {https://doi.org/10.18653/v1/2024.acl-long.641},
doi = {10.18653/V1/2024.ACL-LONG.641},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/AlyTTK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/automl/TangFZYZHKK24,
author = {Zhiqiang Tang and
Haoyang Fang and
Su Zhou and
Taojiannan Yang and
Zihan Zhong and
Cuixiong Hu and
Katrin Kirchhoff and
George Karypis},
title = {AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with
Foundation Models},
booktitle = {International Conference on Automated Machine Learning, 9-12 September
2024, Sorbonne Universit{\'{e}}, Paris, France},
pages = {15/1--35},
year = {2024},
crossref = {DBLP:conf/automl/2024},
url = {https://proceedings.mlr.press/v256/tang24a.html},
timestamp = {Thu, 13 Mar 2025 16:37:57 +0100},
biburl = {https://dblp.org/rec/conf/automl/TangFZYZHKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Zhang0IA0QFZKY24,
author = {Hengrui Zhang and
Shen Wang and
Vassilis N. Ioannidis and
Soji Adeshina and
Jiani Zhang and
Xiao Qin and
Christos Faloutsos and
Da Zheng and
George Karypis and
Philip S. Yu},
title = {Revisit Orthogonality in Graph-Regularized MLPs},
booktitle = {Proceedings of the 33rd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2024, Boise, ID, USA, October 21-25,
2024},
pages = {3145--3154},
year = {2024},
crossref = {DBLP:conf/cikm/2024},
url = {https://doi.org/10.1145/3627673.3679811},
doi = {10.1145/3627673.3679811},
timestamp = {Sun, 02 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/Zhang0IA0QFZKY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Ma0AXYK24,
author = {Luyi Ma and
Xiaohan Li and
Kamilia Ahmadi and
Jianpeng Xu and
Philip S. Yu and
George Karypis},
title = {3rd International Workshop on Industrial Recommendation Systems {(IRS)}},
booktitle = {Proceedings of the 33rd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2024, Boise, ID, USA, October 21-25,
2024},
pages = {5588--5591},
year = {2024},
crossref = {DBLP:conf/cikm/2024},
url = {https://doi.org/10.1145/3627673.3679084},
doi = {10.1145/3627673.3679084},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/Ma0AXYK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShuiKKWMTK24,
author = {Zeren Shui and
Petros Karypis and
Daniel S. Karls and
Mingjian Wen and
Saurav Manchanda and
Ellad B. Tadmor and
George Karypis},
title = {Fine-Tuning Language Models on Multiple Datasets for Citation Intention
Classification},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2024, Miami, Florida, USA, November 12-16, 2024},
pages = {16718--16732},
year = {2024},
crossref = {DBLP:conf/emnlp/2024f},
url = {https://doi.org/10.18653/v1/2024.findings-emnlp.974},
doi = {10.18653/V1/2024.FINDINGS-EMNLP.974},
timestamp = {Fri, 13 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ShuiKKWMTK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MavromatisSS0RF24,
author = {Costas Mavromatis and
Balasubramaniam Srinivasan and
Zhengyuan Shen and
Jiani Zhang and
Huzefa Rangwala and
Christos Faloutsos and
George Karypis},
title = {CoverICL: Selective Annotation for In-Context Learning via Active
Graph Coverage},
booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2024, Miami, FL, USA, November 12-16,
2024},
pages = {21268--21286},
year = {2024},
crossref = {DBLP:conf/emnlp/2024},
url = {https://doi.org/10.18653/v1/2024.emnlp-main.1185},
doi = {10.18653/V1/2024.EMNLP-MAIN.1185},
timestamp = {Fri, 13 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MavromatisSS0RF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/enlsp/SarkarLCBZK24,
author = {Soumajyoti Sarkar and
Leonard Lausen and
Volkan Cevher and
Thomas Brox and
Sheng Zha and
George Karypis},
title = {Revisiting SMoE Language Models by Evaluating Inefficiencies with
Task Specific Expert Pruning},
booktitle = {NeurIPS Efficient Natural Language and Speech Processing Workshop,
14 December 2024, Vancouver, British Columbia, Canada},
pages = {165--181},
year = {2024},
crossref = {DBLP:conf/enlsp/2024},
url = {https://proceedings.mlr.press/v262/sarkar24a.html},
timestamp = {Mon, 18 Aug 2025 15:30:39 +0200},
biburl = {https://dblp.org/rec/conf/enlsp/SarkarLCBZK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Kong0SSLFRK24,
author = {Kezhi Kong and
Jiani Zhang and
Zhengyuan Shen and
Balasubramaniam Srinivasan and
Chuan Lei and
Christos Faloutsos and
Huzefa Rangwala and
George Karypis},
title = {OpenTab: Advancing Large Language Models as Open-domain Table Reasoners},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
year = {2024},
crossref = {DBLP:conf/iclr/2024},
url = {https://openreview.net/forum?id=Qa0ULgosc9},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Kong0SSLFRK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Zhang0SSQFRK24,
author = {Hengrui Zhang and
Jiani Zhang and
Zhengyuan Shen and
Balasubramaniam Srinivasan and
Xiao Qin and
Christos Faloutsos and
Huzefa Rangwala and
George Karypis},
title = {Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent
Space},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
year = {2024},
crossref = {DBLP:conf/iclr/2024},
url = {https://openreview.net/forum?id=4Ay23yeuz0},
timestamp = {Mon, 12 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Zhang0SSQFRK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Bu0ZK24,
author = {Zhiqi Bu and
Yu{-}Xiang Wang and
Sheng Zha and
George Karypis},
title = {Differentially Private Bias-Term Fine-tuning of Foundation Models},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
year = {2024},
crossref = {DBLP:conf/icml/2024},
url = {https://openreview.net/forum?id=fqeANcjBMT},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/Bu0ZK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Zheng00ZVMZWANM24,
author = {Da Zheng and
Xiang Song and
Qi Zhu and
Jian Zhang and
Theodore Vasiloudis and
Runjie Ma and
Houyu Zhang and
Zichen Wang and
Soji Adeshina and
Israt Nisa and
Alejandro Mottini and
Qingjun Cui and
Huzefa Rangwala and
Belinda Zeng and
Christos Faloutsos and
George Karypis},
title = {GraphStorm: All-in-one Graph Machine Learning Framework for Industry
Applications},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {6356--6367},
year = {2024},
crossref = {DBLP:conf/kdd/2024},
url = {https://doi.org/10.1145/3637528.3671603},
doi = {10.1145/3637528.3671603},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Zheng00ZVMZWANM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ParkBCKHKHC0K24,
author = {Youngsuk Park and
Kailash Budhathoki and
Liangfu Chen and
Jonas M. K{\"{u}}bler and
Jiaji Huang and
Matth{\"{a}}us Kleindessner and
Jun Huan and
Volkan Cevher and
Yida Wang and
George Karypis},
title = {Inference Optimization of Foundation Models on {AI} Accelerators},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {6605--6615},
year = {2024},
crossref = {DBLP:conf/kdd/2024},
url = {https://doi.org/10.1145/3637528.3671465},
doi = {10.1145/3637528.3671465},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ParkBCKHKHC0K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LingDFLKR24,
author = {Yuan Ling and
Shujing Dong and
Yarong Feng and
Zongyi Joe Liu and
George Karypis and
Chandan K. Reddy},
title = {{KDD} workshop on Evaluation and Trustworthiness of Generative {AI}
Models},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {6729--6730},
year = {2024},
crossref = {DBLP:conf/kdd/2024},
url = {https://doi.org/10.1145/3637528.3671481},
doi = {10.1145/3637528.3671481},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LingDFLKR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TabariDKZGMK24,
author = {Narges Tabari and
Aniket Anand Deshmukh and
Wang{-}Cheng Kang and
Hamed Zamani and
Rashmi Gangadharaiah and
Julian J. McAuley and
George Karypis},
title = {First Workshop on Generative {AI} for Recommender Systems and Personalization},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {6737--6738},
year = {2024},
crossref = {DBLP:conf/kdd/2024},
url = {https://doi.org/10.1145/3637528.3671486},
doi = {10.1145/3637528.3671486},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TabariDKZGMK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/KarypisMK24,
author = {Petros Karypis and
Julian J. McAuley and
George Karypis},
title = {Extending Input Contexts of Language Models through Training on Segmented
Sequences},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2024, Mexico City, Mexico, June 16-21, 2024},
pages = {3040--3052},
year = {2024},
crossref = {DBLP:conf/naacl/2024f},
url = {https://doi.org/10.18653/v1/2024.findings-naacl.191},
doi = {10.18653/V1/2024.FINDINGS-NAACL.191},
timestamp = {Thu, 12 Sep 2024 13:29:32 +0200},
biburl = {https://dblp.org/rec/conf/naacl/KarypisMK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Bu0Z0K24,
author = {Zhiqi Bu and
Xinwei Zhang and
Sheng Zha and
Mingyi Hong and
George Karypis},
title = {Pre-training Differentially Private Models with Limited Public Data},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
crossref = {DBLP:conf/nips/2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/ac04e54e0a2d1927d60709019e4e7870-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Bu0Z0K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/MavromatisKK24,
author = {Costas Mavromatis and
Petros Karypis and
George Karypis},
title = {SemPool: Simple, Robust, and Interpretable {KG} Pooling for Enhancing
Language Models},
booktitle = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei,
Taiwan, May 7-10, 2024, Proceedings, Part {IV}},
pages = {154--166},
year = {2024},
crossref = {DBLP:conf/pakdd/2024-4},
url = {https://doi.org/10.1007/978-981-97-2238-9\_12},
doi = {10.1007/978-981-97-2238-9\_12},
timestamp = {Fri, 28 Feb 2025 17:23:42 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/MavromatisKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/DavePCLZWK24,
author = {Vachik S. Dave and
Linsey Pang and
Xiquan Cui and
Chen Luo and
Hamed Zamani and
Lingfei Wu and
George Karypis},
title = {The 3rd International Workshop on Interactive and Scalable Information
Retrieval Methods for eCommerce (ISIR-eCom 2024)},
booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
pages = {1208--1209},
year = {2024},
crossref = {DBLP:conf/wsdm/2024},
url = {https://doi.org/10.1145/3616855.3635724},
doi = {10.1145/3616855.3635724},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/DavePCLZWK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02289,
author = {Costas Mavromatis and
Petros Karypis and
George Karypis},
title = {SemPool: Simple, robust, and interpretable {KG} pooling for enhancing
language models},
journal = {CoRR},
volume = {abs/2402.02289},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02289},
doi = {10.48550/ARXIV.2402.02289},
eprinttype = {arXiv},
eprint = {2402.02289},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02289.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14361,
author = {Kezhi Kong and
Jiani Zhang and
Zhengyuan Shen and
Balasubramaniam Srinivasan and
Chuan Lei and
Christos Faloutsos and
Huzefa Rangwala and
George Karypis},
title = {OpenTab: Advancing Large Language Models as Open-domain Table Reasoners},
journal = {CoRR},
volume = {abs/2402.14361},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14361},
doi = {10.48550/ARXIV.2402.14361},
eprinttype = {arXiv},
eprint = {2402.14361},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17509,
author = {Vyas Raina and
Samson Tan and
Volkan Cevher and
Aditya Rawal and
Sheng Zha and
George Karypis},
title = {Extreme Miscalibration and the Illusion of Adversarial Robustness},
journal = {CoRR},
volume = {abs/2402.17509},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17509},
doi = {10.48550/ARXIV.2402.17509},
eprinttype = {arXiv},
eprint = {2402.17509},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17509.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18752,
author = {Zhiqi Bu and
Xinwei Zhang and
Mingyi Hong and
Sheng Zha and
George Karypis},
title = {Pre-training Differentially Private Models with Limited Public Data},
journal = {CoRR},
volume = {abs/2402.18752},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18752},
doi = {10.48550/ARXIV.2402.18752},
eprinttype = {arXiv},
eprint = {2402.18752},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18752.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07653,
author = {Christos Koutras and
Jiani Zhang and
Xiao Qin and
Chuan Lei and
Vasileios Ioannidis and
Christos Faloutsos and
George Karypis and
Asterios Katsifodimos},
title = {OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular
Data Repositories},
journal = {CoRR},
volume = {abs/2403.07653},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07653},
doi = {10.48550/ARXIV.2403.07653},
eprinttype = {arXiv},
eprint = {2403.07653},
timestamp = {Mon, 12 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-11531,
author = {Costas Mavromatis and
Petros Karypis and
George Karypis},
title = {Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization},
journal = {CoRR},
volume = {abs/2404.11531},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.11531},
doi = {10.48550/ARXIV.2404.11531},
eprinttype = {arXiv},
eprint = {2404.11531},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-11531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-16233,
author = {Zhiqiang Tang and
Haoyang Fang and
Su Zhou and
Taojiannan Yang and
Zihan Zhong and
Tony Hu and
Katrin Kirchhoff and
George Karypis},
title = {AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with
Foundation Models},
journal = {CoRR},
volume = {abs/2404.16233},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.16233},
doi = {10.48550/ARXIV.2404.16233},
eprinttype = {arXiv},
eprint = {2404.16233},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-16233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-18271,
author = {Qi Zhu and
Da Zheng and
Xiang Song and
Shichang Zhang and
Bowen Jin and
Yizhou Sun and
George Karypis},
title = {Parameter-Efficient Tuning Large Language Models for Graph Representation
Learning},
journal = {CoRR},
volume = {abs/2404.18271},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.18271},
doi = {10.48550/ARXIV.2404.18271},
eprinttype = {arXiv},
eprint = {2404.18271},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-18271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-20139,
author = {Costas Mavromatis and
George Karypis},
title = {{GNN-RAG:} Graph Neural Retrieval for Large Language Model Reasoning},
journal = {CoRR},
volume = {abs/2405.20139},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.20139},
doi = {10.48550/ARXIV.2405.20139},
eprinttype = {arXiv},
eprint = {2405.20139},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-20139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-06022,
author = {Da Zheng and
Xiang Song and
Qi Zhu and
Jiani Zhang and
Theodore Vasiloudis and
Runjie Ma and
Houyu Zhang and
Zichen Wang and
Soji Adeshina and
Israt Nisa and
Alejandro Mottini and
Qingjun Cui and
Huzefa Rangwala and
Belinda Zeng and
Christos Faloutsos and
George Karypis},
title = {GraphStorm: all-in-one graph machine learning framework for industry
applications},
journal = {CoRR},
volume = {abs/2406.06022},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.06022},
doi = {10.48550/ARXIV.2406.06022},
eprinttype = {arXiv},
eprint = {2406.06022},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-06022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11884,
author = {Shichang Zhang and
Da Zheng and
Jiani Zhang and
Qi Zhu and
Xiang Song and
Soji Adeshina and
Christos Faloutsos and
George Karypis and
Yizhou Sun},
title = {Hierarchical Compression of Text-Rich Graphs via Large Language Models},
journal = {CoRR},
volume = {abs/2406.11884},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11884},
doi = {10.48550/ARXIV.2406.11884},
eprinttype = {arXiv},
eprint = {2406.11884},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-13124,
author = {Rami Aly and
Zhiqiang Tang and
Samson Tan and
George Karypis},
title = {Learning to Generate Answers with Citations via Factual Consistency
Models},
journal = {CoRR},
volume = {abs/2406.13124},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.13124},
doi = {10.48550/ARXIV.2406.13124},
eprinttype = {arXiv},
eprint = {2406.13124},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-13124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-09111,
author = {Youngsuk Park and
Kailash Budhathoki and
Liangfu Chen and
Jonas M. K{\"{u}}bler and
Jiaji Huang and
Matth{\"{a}}us Kleindessner and
Jun Huan and
Volkan Cevher and
Yida Wang and
George Karypis},
title = {Inference Optimization of Foundation Models on {AI} Accelerators},
journal = {CoRR},
volume = {abs/2407.09111},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.09111},
doi = {10.48550/ARXIV.2407.09111},
eprinttype = {arXiv},
eprint = {2407.09111},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-09111.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-01483,
author = {Soumajyoti Sarkar and
Leonard Lausen and
Volkan Cevher and
Sheng Zha and
Thomas Brox and
George Karypis},
title = {Revisiting SMoE Language Models by Evaluating Inefficiencies with
Task Specific Expert Pruning},
journal = {CoRR},
volume = {abs/2409.01483},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.01483},
doi = {10.48550/ARXIV.2409.01483},
eprinttype = {arXiv},
eprint = {2409.01483},
timestamp = {Sat, 05 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-01483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-13332,
author = {Zeren Shui and
Petros Karypis and
Daniel S. Karls and
Mingjian Wen and
Saurav Manchanda and
Ellad B. Tadmor and
George Karypis},
title = {Fine-Tuning Language Models on Multiple Datasets for Citation Intention
Classification},
journal = {CoRR},
volume = {abs/2410.13332},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.13332},
doi = {10.48550/ARXIV.2410.13332},
eprinttype = {arXiv},
eprint = {2410.13332},
timestamp = {Sun, 24 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-13332.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-13825,
author = {Ke Yang and
Yao Liu and
Sapana Chaudhary and
Rasool Fakoor and
Pratik Chaudhari and
George Karypis and
Huzefa Rangwala},
title = {AgentOccam: {A} Simple Yet Strong Baseline for LLM-Based Web Agents},
journal = {CoRR},
volume = {abs/2410.13825},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.13825},
doi = {10.48550/ARXIV.2410.13825},
eprinttype = {arXiv},
eprint = {2410.13825},
timestamp = {Mon, 25 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-13825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-14655,
author = {Zhepeng Cen and
Yao Liu and
Siliang Zeng and
Pratik Chaudhari and
Huzefa Rangwala and
George Karypis and
Rasool Fakoor},
title = {Bridging the Training-Inference Gap in LLMs by Leveraging Self-Generated
Tokens},
journal = {CoRR},
volume = {abs/2410.14655},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.14655},
doi = {10.48550/ARXIV.2410.14655},
eprinttype = {arXiv},
eprint = {2410.14655},
timestamp = {Wed, 27 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-14655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-08909,
author = {Yingheng Wang and
Zichen Wang and
Gil Sadeh and
Luca Zancato and
Alessandro Achille and
George Karypis and
Huzefa Rangwala},
title = {Long-context Protein Language Model},
journal = {CoRR},
volume = {abs/2411.08909},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.08909},
doi = {10.48550/ARXIV.2411.08909},
eprinttype = {arXiv},
eprint = {2411.08909},
timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-08909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YangXZK23,
author = {Fan Yang and
Fuzhong Xue and
Yanchun Zhang and
George Karypis},
title = {Kernelized Multitask Learning Method for Personalized Signaling Adverse
Drug Reactions},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {2},
pages = {1681--1694},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3108819},
doi = {10.1109/TKDE.2021.3108819},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/YangXZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PeiZLZK23,
author = {Hengzhi Pei and
Jinman Zhao and
Leonard Lausen and
Sheng Zha and
George Karypis},
title = {Better Context Makes Better Code Language Models: {A} Case Study on
Function Call Argument Completion},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {5230--5238},
year = {2023},
crossref = {DBLP:conf/aaai/2023},
url = {https://doi.org/10.1609/aaai.v37i4.25653},
doi = {10.1609/AAAI.V37I4.25653},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PeiZLZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuWQLSFKKWY23,
author = {Xuming Hu and
Shen Wang and
Xiao Qin and
Chuan Lei and
Zhengyuan Shen and
Christos Faloutsos and
Asterios Katsifodimos and
George Karypis and
Lijie Wen and
Philip S. Yu},
title = {Automatic Table Union Search with Tabular Representation Learning},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {3786--3800},
year = {2023},
crossref = {DBLP:conf/acl/2023f},
url = {https://doi.org/10.18653/v1/2023.findings-acl.233},
doi = {10.18653/V1/2023.FINDINGS-ACL.233},
timestamp = {Mon, 12 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HuWQLSFKKWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0003SSWRK23,
author = {Jiani Zhang and
Zhengyuan Shen and
Balasubramaniam Srinivasan and
Shen Wang and
Huzefa Rangwala and
George Karypis},
title = {NameGuess: Column Name Expansion for Tabular Data},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {13276--13290},
year = {2023},
crossref = {DBLP:conf/emnlp/2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.820},
doi = {10.18653/V1/2023.EMNLP-MAIN.820},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/0003SSWRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MavromatisK23,
author = {Costas Mavromatis and
George Karypis},
title = {Global and Nodal Mutual Information Maximization in Heterogeneous
Graphs},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
year = {2023},
crossref = {DBLP:conf/icassp/2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095282},
doi = {10.1109/ICASSP49357.2023.10095282},
timestamp = {Sun, 19 Jan 2025 13:18:24 +0100},
biburl = {https://dblp.org/rec/conf/icassp/MavromatisK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Ribeiro0MZDKBRH23,
author = {Danilo Neves Ribeiro and
Shen Wang and
Xiaofei Ma and
Henghui Zhu and
Rui Dong and
Deguang Kong and
Juliette Burger and
Anjelica Ramos and
Zhiheng Huang and
William Yang Wang and
George Karypis and
Bing Xiang and
Dan Roth},
title = {{STREET:} {A} Multi-Task Structured Reasoning and Explanation Benchmark},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
year = {2023},
crossref = {DBLP:conf/iclr/2023},
url = {https://openreview.net/forum?id=1C\_kSW1-k0},
timestamp = {Tue, 09 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Ribeiro0MZDKBRH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuBWIDPVK23,
author = {Yulun Wu and
Robert A. Barton and
Zichen Wang and
Vassilis N. Ioannidis and
Carlo De Donno and
Layne C. Price and
Luis F. Voloch and
George Karypis},
title = {Predicting Cellular Responses with Variational Causal Inference and
Refined Relational Information},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
year = {2023},
crossref = {DBLP:conf/iclr/2023},
url = {https://openreview.net/forum?id=ICYasJBlZNs},
timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WuBWIDPVK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BuWZK23,
author = {Zhiqi Bu and
Yu{-}Xiang Wang and
Sheng Zha and
George Karypis},
title = {Differentially Private Optimization on Large Model at Small Cost},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
pages = {3192--3218},
year = {2023},
crossref = {DBLP:conf/icml/2023},
url = {https://proceedings.mlr.press/v202/bu23a.html},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BuWZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuSE0KS23,
author = {Bingzhao Zhu and
Xingjian Shi and
Nick Erickson and
Mu Li and
George Karypis and
Mahsa Shoaran},
title = {XTab: Cross-table Pretraining for Tabular Transformers},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
pages = {43181--43204},
year = {2023},
crossref = {DBLP:conf/icml/2023},
url = {https://proceedings.mlr.press/v202/zhu23k.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuSE0KS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/NisaWZFCK23,
author = {Israt Nisa and
Minjie Wang and
Da Zheng and
Qiang Fu and
{\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
George Karypis},
title = {Optimizing Irregular Dense Operators of Heterogeneous {GNN} Models
on {GPU}},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} 2023 - Workshops, St. Petersburg, FL, USA, May 15-19, 2023},
pages = {199--206},
year = {2023},
crossref = {DBLP:conf/ipps/2023w},
url = {https://doi.org/10.1109/IPDPSW59300.2023.00042},
doi = {10.1109/IPDPSW59300.2023.00042},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/NisaWZFCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LingWDFKR23,
author = {Yuan Ling and
Fanyou Wu and
Shujing Dong and
Yarong Feng and
George Karypis and
Chandan K. Reddy},
title = {International Workshop on Multimodal Learning - 2023 Theme: Multimodal
Learning with Foundation Models},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5868--5869},
year = {2023},
crossref = {DBLP:conf/kdd/2023},
url = {https://doi.org/10.1145/3580305.3599208},
doi = {10.1145/3580305.3599208},
timestamp = {Wed, 05 Nov 2025 07:37:02 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LingWDFKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Bu0ZK23,
author = {Zhiqi Bu and
Yu{-}Xiang Wang and
Sheng Zha and
George Karypis},
title = {Automatic Clipping: Differentially Private Deep Learning Made Easier
and Stronger},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
crossref = {DBLP:conf/nips/2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/8249b30d877c91611fd8c7aa6ac2b5fe-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Bu0ZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenSLSZHK23,
author = {Pei Chen and
Soumajyoti Sarkar and
Leonard Lausen and
Balasubramaniam Srinivasan and
Sheng Zha and
Ruihong Huang and
George Karypis},
title = {HyTrel: Hypergraph-enhanced Tabular Data Representation Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
crossref = {DBLP:conf/nips/2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/66178beae8f12fcd48699de95acc1152-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenSLSZHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DinhZTNLZK23,
author = {Tuan Dinh and
Jinman Zhao and
Samson Tan and
Renato Negrinho and
Leonard Lausen and
Sheng Zha and
George Karypis},
title = {Large Language Models of Code Fail at Completing Code with Potential
Bugs},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
crossref = {DBLP:conf/nips/2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/819cebb05f993840e8a52d7564c5c282-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DinhZTNLZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MavromatisIWZAMZFK23,
author = {Costas Mavromatis and
Vassilis N. Ioannidis and
Shen Wang and
Da Zheng and
Soji Adeshina and
Jun Ma and
Han Zhao and
Christos Faloutsos and
George Karypis},
title = {Train Your Own {GNN} Teacher: Graph-Aware Distillation on Textual
Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
pages = {157--173},
year = {2023},
crossref = {DBLP:conf/pkdd/2023-3},
url = {https://doi.org/10.1007/978-3-031-43418-1\_10},
doi = {10.1007/978-3-031-43418-1\_10},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MavromatisIWZAMZFK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/CaiZ0ZSZCK23,
author = {Zhenkun Cai and
Qihui Zhou and
Xiao Yan and
Da Zheng and
Xiang Song and
Chenguang Zheng and
James Cheng and
George Karypis},
title = {{DSP:} Efficient {GNN} Training with Multiple GPUs},
booktitle = {Proceedings of the 28th {ACM} {SIGPLAN} Annual Symposium on Principles
and Practice of Parallel Programming, PPoPP 2023, Montreal, QC, Canada,
25 February 2023 - 1 March 2023},
pages = {392--404},
year = {2023},
crossref = {DBLP:conf/ppopp/2023},
url = {https://doi.org/10.1145/3572848.3577528},
doi = {10.1145/3572848.3577528},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppopp/CaiZ0ZSZCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/ZhouZSKP23,
author = {Hongkuan Zhou and
Da Zheng and
Xiang Song and
George Karypis and
Viktor K. Prasanna},
title = {DistTGL: Distributed Memory-Based Temporal Graph Neural Network Training},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2023, Denver, CO, USA, November
12-17, 2023},
pages = {39:1--39:12},
year = {2023},
crossref = {DBLP:conf/sc/2023},
url = {https://doi.org/10.1145/3581784.3607056},
doi = {10.1145/3581784.3607056},
timestamp = {Sun, 02 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/ZhouZSKP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FiondaHAACCC0DE23,
author = {Valeria Fionda and
Olaf Hartig and
Reyhaneh Abdolazimi and
Sihem Amer{-}Yahia and
Hongzhi Chen and
Xiao Chen and
Peng Cui and
Jeffrey Dalton and
Xin Luna Dong and
Lisette Esp{\'{\i}}n{-}Noboa and
Wenqi Fan and
Manuela Fritz and
Quan Gan and
Jingtong Gao and
Xiaojie Guo and
Torsten Hahmann and
Jiawei Han and
Soyeon Caren Han and
Estevam Hruschka and
Liang Hu and
Jiaxin Huang and
Utkarshani Jaimini and
Olivier Jeunen and
Yushan Jiang and
Fariba Karimi and
George Karypis and
Krishnaram Kenthapadi and
Himabindu Lakkaraju and
Hady W. Lauw and
Thai Le and
Trung{-}Hoang Le and
Dongwon Lee and
Geon Lee and
Liat Levontin and
Cheng{-}Te Li and
Haoyang Li and
Ying Li and
Jay Chiehen Liao and
Qidong Liu and
Usha Lokala and
Ben London and
Siqu Long and
Hande K{\"{u}}{\c{c}}{\"{u}}k{-}McGinty and
Yu Meng and
Seungwhan Moon and
Usman Naseem and
Pradeep Natarajan and
Behrooz Omidvar{-}Tehrani and
Zijie Pan and
Devesh Parekh and
Jian Pei and
Tiago Peixoto and
Steven Pemberton and
Josiah Poon and
Filip Radlinski and
Federico Rossetto and
Kaushik Roy and
Aghiles Salah and
Mehrnoosh Sameki and
Amit P. Sheth and
Cogan Shimizu and
Kijung Shin and
Dongjin Song and
Julia Stoyanovich and
Dacheng Tao and
Johanne R. Trippas and
Quoc Truong and
Yu{-}Che Tsai and
Adaku Uchendu and
Bram van den Akker and
Lin Wang and
Minjie Wang and
Shoujin Wang and
Xin Wang and
Ingmar Weber and
Henry Weld and
Lingfei Wu and
Da Xu and
Yifan Ethan Xu and
Shuyuan Xu and
Bo Yang and
Ke Yang and
Elad Yom{-}Tov and
Jaemin Yoo and
Zhou Yu and
Reza Zafarani and
Hamed Zamani and
Meike Zehlike and
Qi Zhang and
Xikun Zhang and
Yongfeng Zhang and
Yu Zhang and
Zheng Zhang and
Liang Zhao and
Xiangyu Zhao and
Wenwu Zhu},
title = {Tutorials at The Web Conference 2023},
booktitle = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
Austin, TX, USA, 30 April 2023 - 4 May 2023},
pages = {648--658},
year = {2023},
crossref = {DBLP:conf/www/2023c},
url = {https://doi.org/10.1145/3543873.3587713},
doi = {10.1145/3543873.3587713},
timestamp = {Thu, 16 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/FiondaHAACCC0DE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/DavePCWZK23,
author = {Vachik S. Dave and
Linsey Pang and
Xiquan Cui and
Lingfei Wu and
Hamed Zamani and
George Karypis},
title = {The 2nd Workshop on Interactive and Scalable Information Retrieval
Methods for eCommerce (ISIR-eCom)},
booktitle = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
Austin, TX, USA, 30 April 2023 - 4 May 2023},
pages = {850--853},
year = {2023},
crossref = {DBLP:conf/www/2023c},
url = {https://doi.org/10.1145/3543873.3589753},
doi = {10.1145/3543873.3589753},
timestamp = {Fri, 07 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/DavePCWZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00109,
author = {Hengrui Zhang and
Shen Wang and
Vassilis N. Ioannidis and
Soji Adeshina and
Jiani Zhang and
Xiao Qin and
Christos Faloutsos and
Da Zheng and
George Karypis and
Philip S. Yu},
title = {OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization},
journal = {CoRR},
volume = {abs/2302.00109},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00109},
doi = {10.48550/ARXIV.2302.00109},
eprinttype = {arXiv},
eprint = {2302.00109},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00923,
author = {Zhuosheng Zhang and
Aston Zhang and
Mu Li and
Hai Zhao and
George Karypis and
Alex Smola},
title = {Multimodal Chain-of-Thought Reasoning in Language Models},
journal = {CoRR},
volume = {abs/2302.00923},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00923},
doi = {10.48550/ARXIV.2302.00923},
eprinttype = {arXiv},
eprint = {2302.00923},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06729,
author = {Danilo Neves Ribeiro and
Shen Wang and
Xiaofei Ma and
Henry Zhu and
Rui Dong and
Deguang Kong and
Juliette Burger and
Anjelica Ramos and
William Yang Wang and
Zhiheng Huang and
George Karypis and
Bing Xiang and
Dan Roth},
title = {{STREET:} {A} Multi-Task Structured Reasoning and Explanation Benchmark},
journal = {CoRR},
volume = {abs/2302.06729},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06729},
doi = {10.48550/ARXIV.2302.06729},
eprinttype = {arXiv},
eprint = {2302.06729},
timestamp = {Tue, 09 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-10668,
author = {Costas Mavromatis and
Vassilis N. Ioannidis and
Shen Wang and
Da Zheng and
Soji Adeshina and
Jun Ma and
Han Zhao and
Christos Faloutsos and
George Karypis},
title = {Train Your Own {GNN} Teacher: Graph-Aware Distillation on Textual
Graphs},
journal = {CoRR},
volume = {abs/2304.10668},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.10668},
doi = {10.48550/ARXIV.2304.10668},
eprinttype = {arXiv},
eprint = {2304.10668},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-10668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06090,
author = {Bingzhao Zhu and
Xingjian Shi and
Nick Erickson and
Mu Li and
George Karypis and
Mahsa Shoaran},
title = {XTab: Cross-table Pretraining for Tabular Transformers},
journal = {CoRR},
volume = {abs/2305.06090},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06090},
doi = {10.48550/ARXIV.2305.06090},
eprinttype = {arXiv},
eprint = {2305.06090},
timestamp = {Tue, 16 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00381,
author = {Hengzhi Pei and
Jinman Zhao and
Leonard Lausen and
Sheng Zha and
George Karypis},
title = {Better Context Makes Better Code Language Models: {A} Case Study on
Function Call Argument Completion},
journal = {CoRR},
volume = {abs/2306.00381},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00381},
doi = {10.48550/ARXIV.2306.00381},
eprinttype = {arXiv},
eprint = {2306.00381},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03438,
author = {Tuan Dinh and
Jinman Zhao and
Samson Tan and
Renato Negrinho and
Leonard Lausen and
Sheng Zha and
George Karypis},
title = {Large Language Models of Code Fail at Completing Code with Potential
Bugs},
journal = {CoRR},
volume = {abs/2306.03438},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03438},
doi = {10.48550/ARXIV.2306.03438},
eprinttype = {arXiv},
eprint = {2306.03438},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03438.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-07649,
author = {Hongkuan Zhou and
Da Zheng and
Xiang Song and
George Karypis and
Viktor K. Prasanna},
title = {DistTGL: Distributed Memory-Based Temporal Graph Neural Network Training},
journal = {CoRR},
volume = {abs/2307.07649},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.07649},
doi = {10.48550/ARXIV.2307.07649},
eprinttype = {arXiv},
eprint = {2307.07649},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-07649.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08623,
author = {Pei Chen and
Soumajyoti Sarkar and
Leonard Lausen and
Balasubramaniam Srinivasan and
Sheng Zha and
Ruihong Huang and
George Karypis},
title = {{HYTREL:} Hypergraph-enhanced Tabular Data Representation Learning},
journal = {CoRR},
volume = {abs/2307.08623},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08623},
doi = {10.48550/ARXIV.2307.08623},
eprinttype = {arXiv},
eprint = {2307.08623},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01304,
author = {Ruixuan Liu and
Zhiqi Bu and
Yu{-}Xiang Wang and
Sheng Zha and
George Karypis},
title = {Coupling public and private gradient provably helps optimization},
journal = {CoRR},
volume = {abs/2310.01304},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01304},
doi = {10.48550/ARXIV.2310.01304},
eprinttype = {arXiv},
eprint = {2310.01304},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09656,
author = {Hengrui Zhang and
Jiani Zhang and
Balasubramaniam Srinivasan and
Zhengyuan Shen and
Xiao Qin and
Christos Faloutsos and
Huzefa Rangwala and
George Karypis},
title = {Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent
Space},
journal = {CoRR},
volume = {abs/2310.09656},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09656},
doi = {10.48550/ARXIV.2310.09656},
eprinttype = {arXiv},
eprint = {2310.09656},
timestamp = {Mon, 12 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09656.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-11812,
author = {Deepak Ajwani and
Rob H. Bisseling and
Katrin Casel and
{\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
C{\'{e}}dric Chevalier and
Florian Chudigiewitsch and
Marcelo Fonseca Faraj and
Michael R. Fellows and
Lars Gottesb{\"{u}}ren and
Tobias Heuer and
George Karypis and
Kamer Kaya and
Jakub Lacki and
Johannes Langguth and
Xiaoye Sherry Li and
Ruben Mayer and
Johannes Meintrup and
Yosuke Mizutani and
Fran{\c{c}}ois Pellegrini and
Fabrizio Petrini and
Frances A. Rosamond and
Ilya Safro and
Sebastian Schlag and
Christian Schulz and
Roohani Sharma and
Darren Strash and
Blair D. Sullivan and
Bora U{\c{c}}ar and
Albert{-}Jan Yzelman},
title = {Open Problems in (Hyper)Graph Decomposition},
journal = {CoRR},
volume = {abs/2310.11812},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.11812},
doi = {10.48550/ARXIV.2310.11812},
eprinttype = {arXiv},
eprint = {2310.11812},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-11812.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13196,
author = {Jiani Zhang and
Zhengyuan Shen and
Balasubramaniam Srinivasan and
Shen Wang and
Huzefa Rangwala and
George Karypis},
title = {NameGuess: Column Name Expansion for Tabular Data},
journal = {CoRR},
volume = {abs/2310.13196},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13196},
doi = {10.48550/ARXIV.2310.13196},
eprinttype = {arXiv},
eprint = {2310.13196},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14633,
author = {Petros Karypis and
Julian J. McAuley and
George Karypis},
title = {Extending Input Contexts of Language Models through Training on Segmented
Sequences},
journal = {CoRR},
volume = {abs/2310.14633},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14633},
doi = {10.48550/ARXIV.2310.14633},
eprinttype = {arXiv},
eprint = {2310.14633},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14633.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19215,
author = {Zhiqi Bu and
Ruixuan Liu and
Yu{-}Xiang Wang and
Sheng Zha and
George Karypis},
title = {On the accuracy and efficiency of group-wise clipping in differentially
private optimization},
journal = {CoRR},
volume = {abs/2310.19215},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19215},
doi = {10.48550/ARXIV.2310.19215},
eprinttype = {arXiv},
eprint = {2310.19215},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19215.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-20046,
author = {Costas Mavromatis and
Balasubramaniam Srinivasan and
Zhengyuan Shen and
Jiani Zhang and
Huzefa Rangwala and
Christos Faloutsos and
George Karypis},
title = {Which Examples to Annotate for In-Context Learning? Towards Effective
and Efficient Selection},
journal = {CoRR},
volume = {abs/2310.20046},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.20046},
doi = {10.48550/ARXIV.2310.20046},
eprinttype = {arXiv},
eprint = {2310.20046},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-20046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-11822,
author = {Zhiqi Bu and
Justin Chiu and
Ruixuan Liu and
Sheng Zha and
George Karypis},
title = {Zero redundancy distributed learning with differential privacy},
journal = {CoRR},
volume = {abs/2311.11822},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.11822},
doi = {10.48550/ARXIV.2311.11822},
eprinttype = {arXiv},
eprint = {2311.11822},
timestamp = {Thu, 23 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-11822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/Karypis0SABCCCC23,
author = {George Karypis and
Christian Schulz and
Darren Strash and
Deepak Ajwani and
Rob H. Bisseling and
Katrin Casel and
{\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
C{\'{e}}dric Chevalier and
Florian Chudigiewitsch and
Marcelo Fonseca Faraj and
Michael R. Fellows and
Lars Gottesb{\"{u}}ren and
Tobias Heuer and
Kamer Kaya and
Jakub Lacki and
Johannes Langguth and
Xiaoye Sherry Li and
Ruben Mayer and
Johannes Meintrup and
Yosuke Mizutani and
Fran{\c{c}}ois Pellegrini and
Fabrizio Petrini and
Frances A. Rosamond and
Ilya Safro and
Sebastian Schlag and
Roohani Sharma and
Blair D. Sullivan and
Bora U{\c{c}}ar and
Albert{-}Jan Yzelman},
title = {Recent Trends in Graph Decomposition (Dagstuhl Seminar 23331)},
journal = {Dagstuhl Reports},
volume = {13},
number = {8},
pages = {1--45},
year = {2023},
url = {https://doi.org/10.4230/DagRep.13.8.1},
doi = {10.4230/DAGREP.13.8.1},
timestamp = {Thu, 14 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/Karypis0SABCCCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ZhouZNISK22,
author = {Hongkuan Zhou and
Da Zheng and
Israt Nisa and
Vassilis N. Ioannidis and
Xiang Song and
George Karypis},
title = {{TGL:} {A} General Framework for Temporal {GNN} Training onBillion-Scale
Graphs},
journal = {Proc. {VLDB} Endow.},
volume = {15},
number = {8},
pages = {1572--1580},
year = {2022},
url = {https://www.vldb.org/pvldb/vol15/p1572-zhou.pdf},
doi = {10.14778/3529337.3529342},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/ZhouZNISK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/Zhang0WCKC0022,
author = {Zhen Zhang and
Shuai Zheng and
Yida Wang and
Justin Chiu and
George Karypis and
Trishul Chilimbi and
Mu Li and
Xin Jin},
title = {MiCS: Near-linear Scaling for Training Gigantic Model on Public Cloud},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {1},
pages = {37--50},
year = {2022},
url = {https://www.vldb.org/pvldb/vol16/p37-zhang.pdf},
doi = {10.14778/3561261.3561265},
timestamp = {Thu, 11 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/Zhang0WCKC0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiPSSKK22,
author = {Zhuliu Li and
Raphael Petegrosso and
Shaden Smith and
David Sterling and
George Karypis and
Rui Kuang},
title = {Scalable Label Propagation for Multi-Relational Learning on the Tensor
Product of Graphs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {12},
pages = {5964--5978},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2021.3063985},
doi = {10.1109/TKDE.2021.3063985},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiPSSKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlt/KalantziPK22,
author = {Maria Kalantzi and
Agoritsa Polyzou and
George Karypis},
title = {{FERN:} Fair Team Formation for Mutually Beneficial Collaborative
Learning},
journal = {{IEEE} Trans. Learn. Technol.},
volume = {15},
number = {6},
pages = {757--770},
year = {2022},
url = {https://doi.org/10.1109/TLT.2022.3213635},
doi = {10.1109/TLT.2022.3213635},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tlt/KalantziPK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiuLPGZK22,
author = {Yixin Liu and
Zhao Li and
Shirui Pan and
Chen Gong and
Chuan Zhou and
George Karypis},
title = {Anomaly Detection on Attributed Networks via Contrastive Self-Supervised
Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {6},
pages = {2378--2392},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3068344},
doi = {10.1109/TNNLS.2021.3068344},
timestamp = {Sun, 02 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LiuLPGZK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MavromatisSIAHG22,
author = {Costas Mavromatis and
Prasanna Lakkur Subramanyam and
Vassilis N. Ioannidis and
Adesoji Adeshina and
Phillip Ryan Howard and
Tetiana Grinberg and
Nagib Hakim and
George Karypis},
title = {TempoQR: Temporal Question Reasoning over Knowledge Graphs},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {5825--5833},
year = {2022},
crossref = {DBLP:conf/aaai/2022},
url = {https://doi.org/10.1609/aaai.v36i5.20526},
doi = {10.1609/AAAI.V36I5.20526},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MavromatisSIAHG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenZZK022,
author = {Yanda Chen and
Ruiqi Zhong and
Sheng Zha and
George Karypis and
He He},
title = {Meta-learning via Language Model In-context Tuning},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {719--730},
year = {2022},
crossref = {DBLP:conf/acl/2022-1},
url = {https://doi.org/10.18653/v1/2022.acl-long.53},
doi = {10.18653/V1/2022.ACL-LONG.53},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ChenZZK022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HoangDZ0K22,
author = {Trong Nghia Hoang and
Anoop Deoras and
Tong Zhao and
Jin Li and
George Karypis},
title = {Learning Personalized Item-to-Item Recommendation Metric via Implicit
Feedback},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
pages = {1062--1077},
year = {2022},
crossref = {DBLP:conf/aistats/2022},
url = {https://proceedings.mlr.press/v151/hoang22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HoangDZ0K22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MavromatisK22,
author = {Costas Mavromatis and
George Karypis},
title = {ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {2447--2458},
year = {2022},
crossref = {DBLP:conf/emnlp/2022f},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.181},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.181},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MavromatisK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/AdeshinaZKCFVCK22,
author = {Soji Adeshina and
Jian Zhang and
Muhyun Kim and
Min Chen and
Rizal Fathony and
Advitiya Vashisht and
Jia Chen and
George Karypis},
title = {PropInit: Scalable Inductive Initialization for Heterogeneous Graph
Neural Networks},
booktitle = {{IEEE} International Conference on Knowledge Graph, {ICKG} 2022, Orlando,
FL, USA, November 30 - Dec. 1, 2022},
pages = {6--13},
year = {2022},
crossref = {DBLP:conf/icbk/2022},
url = {https://doi.org/10.1109/ICKG55886.2022.00009},
doi = {10.1109/ICKG55886.2022.00009},
timestamp = {Thu, 23 Feb 2023 14:32:02 +0100},
biburl = {https://dblp.org/rec/conf/icbk/AdeshinaZKCFVCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YinZNFKV22,
author = {Chunxing Yin and
Da Zheng and
Israt Nisa and
Christos Faloutsos and
George Karypis and
Richard W. Vuduc},
title = {Nimble {GNN} Embedding with Tensor-Train Decomposition},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2327--2335},
year = {2022},
crossref = {DBLP:conf/kdd/2022},
url = {https://doi.org/10.1145/3534678.3539423},
doi = {10.1145/3534678.3539423},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YinZNFKV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhengSYLK22,
author = {Da Zheng and
Xiang Song and
Chengru Yang and
Dominique LaSalle and
George Karypis},
title = {Distributed Hybrid {CPU} and {GPU} training for Graph Neural Networks
on Billion-Scale Heterogeneous Graphs},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4582--4591},
year = {2022},
crossref = {DBLP:conf/kdd/2022},
url = {https://doi.org/10.1145/3534678.3539177},
doi = {10.1145/3534678.3539177},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhengSYLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/DaiIAJFK22,
author = {Zhenwei Dai and
Vasileios Ioannidis and
Soji Adeshina and
Zak Jost and
Christos Faloutsos and
George Karypis},
title = {ScatterSample: Diversified Label Sampling for Data Efficient Graph
Neural Network Learning},
booktitle = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
pages = {35},
year = {2022},
crossref = {DBLP:conf/log/2022},
url = {https://proceedings.mlr.press/v198/dai22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/log/DaiIAJFK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/PadmakumarLBZ0K22,
author = {Vishakh Padmakumar and
Leonard Lausen and
Miguel Ballesteros and
Sheng Zha and
He He and
George Karypis},
title = {Exploring the Role of Task Transferability in Large-Scale Multi-Task
Learning},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {2542--2550},
year = {2022},
crossref = {DBLP:conf/naacl/2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.183},
doi = {10.18653/V1/2022.NAACL-MAIN.183},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/PadmakumarLBZ0K22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShuiKWNTK22,
author = {Zeren Shui and
Daniel S. Karls and
Mingjian Wen and
Ilia A. Nikiforov and
Ellad B. Tadmor and
George Karypis},
title = {Injecting Domain Knowledge from Empirical Interatomic Potentials to
Neural Networks for Predicting Material Properties},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
crossref = {DBLP:conf/nips/2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/5ef1df239d6640a27dd6ed9a59f518c9-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShuiKWNTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TomAK22,
author = {Ancy Sarah Tom and
Nesreen K. Ahmed and
George Karypis},
title = {Joint Learning of Hierarchical Community Structure and Node Representations:
An Unsupervised Approach},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
pages = {86--103},
year = {2022},
crossref = {DBLP:conf/pkdd/2022-2},
url = {https://doi.org/10.1007/978-3-031-26390-3\_6},
doi = {10.1007/978-3-031-26390-3\_6},
timestamp = {Mon, 20 Mar 2023 16:00:26 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TomAK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiZLCFKPM22,
author = {Jiacheng Li and
Tong Zhao and
Jin Li and
Jim Chan and
Christos Faloutsos and
George Karypis and
Soo{-}Min Pantel and
Julian J. McAuley},
title = {Coarse-to-Fine Sparse Sequential Recommendation},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {2082--2086},
year = {2022},
crossref = {DBLP:conf/sigir/2022},
url = {https://doi.org/10.1145/3477495.3531732},
doi = {10.1145/3477495.3531732},
timestamp = {Sun, 02 Nov 2025 21:27:20 +0100},
biburl = {https://dblp.org/rec/conf/sigir/LiZLCFKPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/Karypis22,
author = {George Karypis},
title = {Graph Neural Network Research at {AWS} {AI}},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {4},
year = {2022},
crossref = {DBLP:conf/wsdm/2022},
url = {https://doi.org/10.1145/3488560.3500241},
doi = {10.1145/3488560.3500241},
timestamp = {Sun, 02 Nov 2025 21:27:37 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/Karypis22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/sp/NikolakopoulosNDK22,
author = {Athanasios N. Nikolakopoulos and
Xia Ning and
Christian Desrosiers and
George Karypis},
title = {Trust Your Neighbors: {A} Comprehensive Survey of Neighborhood-Based
Methods for Recommender Systems},
booktitle = {Recommender Systems Handbook},
pages = {39--89},
year = {2022},
crossref = {DBLP:reference/sp/2022rsh},
url = {https://doi.org/10.1007/978-1-0716-2197-4\_2},
doi = {10.1007/978-1-0716-2197-4\_2},
timestamp = {Tue, 10 Jan 2023 15:33:11 +0100},
biburl = {https://dblp.org/rec/reference/sp/NikolakopoulosNDK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-09086,
author = {Ancy Sarah Tom and
Nesreen K. Ahmed and
George Karypis},
title = {Joint Learning of Hierarchical Community Structure and Node Representations:
An Unsupervised Approach},
journal = {CoRR},
volume = {abs/2201.09086},
year = {2022},
url = {https://arxiv.org/abs/2201.09086},
eprinttype = {arXiv},
eprint = {2201.09086},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-09086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-12598,
author = {Trong Nghia Hoang and
Anoop Deoras and
Tong Zhao and
Jin Li and
George Karypis},
title = {Learning Personalized Item-to-Item Recommendation Metric via Implicit
Feedback},
journal = {CoRR},
volume = {abs/2203.12598},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.12598},
doi = {10.48550/ARXIV.2203.12598},
eprinttype = {arXiv},
eprint = {2203.12598},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-12598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-14883,
author = {Hongkuan Zhou and
Da Zheng and
Israt Nisa and
Vasileios Ioannidis and
Xiang Song and
George Karypis},
title = {{TGL:} {A} General Framework for Temporal {GNN} Training on Billion-Scale
Graphs},
journal = {CoRR},
volume = {abs/2203.14883},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.14883},
doi = {10.48550/ARXIV.2203.14883},
eprinttype = {arXiv},
eprint = {2203.14883},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-14883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-01839,
author = {Jiacheng Li and
Tong Zhao and
Jin Li and
Jim Chan and
Christos Faloutsos and
George Karypis and
Soo{-}Min Pantel and
Julian J. McAuley},
title = {Coarse-to-Fine Sparse Sequential Recommendation},
journal = {CoRR},
volume = {abs/2204.01839},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.01839},
doi = {10.48550/ARXIV.2204.01839},
eprinttype = {arXiv},
eprint = {2204.01839},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-01839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11117,
author = {Vishakh Padmakumar and
Leonard Lausen and
Miguel Ballesteros and
Sheng Zha and
He He and
George Karypis},
title = {Exploring the Role of Task Transferability in Large-Scale Multi-Task
Learning},
journal = {CoRR},
volume = {abs/2204.11117},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.11117},
doi = {10.48550/ARXIV.2204.11117},
eprinttype = {arXiv},
eprint = {2204.11117},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-11117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-00119,
author = {Zhen Zhang and
Shuai Zheng and
Yida Wang and
Justin Chiu and
George Karypis and
Trishul Chilimbi and
Mu Li and
Xin Jin},
title = {MiCS: Near-linear Scaling for Training Gigantic Model on Public Cloud},
journal = {CoRR},
volume = {abs/2205.00119},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.00119},
doi = {10.48550/ARXIV.2205.00119},
eprinttype = {arXiv},
eprint = {2205.00119},
timestamp = {Thu, 11 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-00119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04255,
author = {Zhenwei Dai and
Vasileios Ioannidis and
Soji Adeshina and
Zak Jost and
Christos Faloutsos and
George Karypis},
title = {ScatterSample: Diversified Label Sampling for Data Efficient Graph
Neural Network Learning},
journal = {CoRR},
volume = {abs/2206.04255},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04255},
doi = {10.48550/ARXIV.2206.04255},
eprinttype = {arXiv},
eprint = {2206.04255},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07136,
author = {Zhiqi Bu and
Yu{-}Xiang Wang and
Sheng Zha and
George Karypis},
title = {Automatic Clipping: Differentially Private Deep Learning Made Easier
and Stronger},
journal = {CoRR},
volume = {abs/2206.07136},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07136},
doi = {10.48550/ARXIV.2206.07136},
eprinttype = {arXiv},
eprint = {2206.07136},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10581,
author = {Chunxing Yin and
Da Zheng and
Israt Nisa and
Christos Faloutsos and
George Karypis and
Richard W. Vuduc},
title = {Nimble {GNN} Embedding with Tensor-Train Decomposition},
journal = {CoRR},
volume = {abs/2206.10581},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10581},
doi = {10.48550/ARXIV.2206.10581},
eprinttype = {arXiv},
eprint = {2206.10581},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10781,
author = {Vassilis N. Ioannidis and
Xiang Song and
Da Zheng and
Houyu Zhang and
Jun Ma and
Yi Xu and
Belinda Zeng and
Trishul Chilimbi and
George Karypis},
title = {Efficient and effective training of language and graph neural network
models},
journal = {CoRR},
volume = {abs/2206.10781},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10781},
doi = {10.48550/ARXIV.2206.10781},
eprinttype = {arXiv},
eprint = {2206.10781},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-05935,
author = {Yulun Wu and
Layne C. Price and
Zichen Wang and
Vassilis N. Ioannidis and
George Karypis},
title = {Variational Causal Inference},
journal = {CoRR},
volume = {abs/2209.05935},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.05935},
doi = {10.48550/ARXIV.2209.05935},
eprinttype = {arXiv},
eprint = {2209.05935},
timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-05935.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00036,
author = {Zhiqi Bu and
Yu{-}Xiang Wang and
Sheng Zha and
George Karypis},
title = {Differentially Private Bias-Term only Fine-tuning of Foundation Models},
journal = {CoRR},
volume = {abs/2210.00036},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00036},
doi = {10.48550/ARXIV.2210.00036},
eprinttype = {arXiv},
eprint = {2210.00036},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00038,
author = {Zhiqi Bu and
Yu{-}Xiang Wang and
Sheng Zha and
George Karypis},
title = {Differentially Private Optimization on Large Model at Small Cost},
journal = {CoRR},
volume = {abs/2210.00038},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00038},
doi = {10.48550/ARXIV.2210.00038},
eprinttype = {arXiv},
eprint = {2210.00038},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00116,
author = {Yulun Wu and
Robert A. Barton and
Zichen Wang and
Vassilis N. Ioannidis and
Carlo De Donno and
Layne C. Price and
Luis F. Voloch and
George Karypis},
title = {Predicting Cellular Responses with Variational Causal Inference and
Refined Relational Information},
journal = {CoRR},
volume = {abs/2210.00116},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00116},
doi = {10.48550/ARXIV.2210.00116},
eprinttype = {arXiv},
eprint = {2210.00116},
timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08047,
author = {Zeren Shui and
Daniel S. Karls and
Mingjian Wen and
Ilia A. Nikiforov and
Ellad B. Tadmor and
George Karypis},
title = {Injecting Domain Knowledge from Empirical Interatomic Potentials to
Neural Networks for Predicting Material Properties},
journal = {CoRR},
volume = {abs/2210.08047},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08047},
doi = {10.48550/ARXIV.2210.08047},
eprinttype = {arXiv},
eprint = {2210.08047},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08047.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13650,
author = {Costas Mavromatis and
George Karypis},
title = {ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs},
journal = {CoRR},
volume = {abs/2210.13650},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13650},
doi = {10.48550/ARXIV.2210.13650},
eprinttype = {arXiv},
eprint = {2210.13650},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13650.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05191,
author = {Chaoyang He and
Shuai Zheng and
Aston Zhang and
George Karypis and
Trishul Chilimbi and
Mahdi Soltanolkotabi and
Salman Avestimehr},
title = {{SMILE:} Scaling Mixture-of-Experts with Efficient Bi-level Routing},
journal = {CoRR},
volume = {abs/2212.05191},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05191},
doi = {10.48550/ARXIV.2212.05191},
eprinttype = {arXiv},
eprint = {2212.05191},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ManchandaK21,
author = {Saurav Manchanda and
George Karypis},
title = {Importance Assessment in Scholarly Networks},
booktitle = {Proceedings of the Workshop on Scientific Document Understanding co-located
with 35th {AAAI} Conference on Artificial Inteligence, SDU@AAAI 2021,
Virtual Event, February 9, 2021},
year = {2021},
crossref = {DBLP:conf/aaai/2021sdu},
url = {https://ceur-ws.org/Vol-2831/paper17.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:15 +0100},
biburl = {https://dblp.org/rec/conf/aaai/ManchandaK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ManchandaZK21,
author = {Saurav Manchanda and
Da Zheng and
George Karypis},
title = {Schema-Aware Deep Graph Convolutional Networks for Heterogeneous Graphs},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {480--489},
year = {2021},
crossref = {DBLP:conf/bigdataconf/2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671380},
doi = {10.1109/BIGDATA52589.2021.9671380},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/ManchandaZK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ManchandaSK21,
author = {Saurav Manchanda and
Mohit Sharma and
George Karypis},
title = {Distant-Supervised Slot-Filling for E-Commerce Queries},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {677--686},
year = {2021},
crossref = {DBLP:conf/bigdataconf/2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671825},
doi = {10.1109/BIGDATA52589.2021.9671825},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ManchandaSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KalantziK21,
author = {Maria Kalantzi and
George Karypis},
title = {Position-based Hash Embeddings For Scaling Graph Neural Networks},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {779--789},
year = {2021},
crossref = {DBLP:conf/bigdataconf/2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671968},
doi = {10.1109/BIGDATA52589.2021.9671968},
timestamp = {Tue, 18 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/KalantziK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HeSMZ0K21,
author = {Haoyu He and
Xingjian Shi and
Jonas Mueller and
Sheng Zha and
Mu Li and
George Karypis},
title = {Distiller: {A} Systematic Study of Model Distillation Methods in Natural
Language Processing},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {119--133},
year = {2021},
crossref = {DBLP:conf/emnlp/2021sustainlp},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.13},
doi = {10.18653/V1/2021.SUSTAINLP-1.13},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HeSMZ0K21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ManchandaK21,
author = {Saurav Manchanda and
George Karypis},
title = {Evaluating Scholarly Impact: Towards Content-Aware Bibliometrics},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {6041--6053},
year = {2021},
crossref = {DBLP:conf/emnlp/2021-1},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.488},
doi = {10.18653/V1/2021.EMNLP-MAIN.488},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ManchandaK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DongZYK21,
author = {Jialin Dong and
Da Zheng and
Lin F. Yang and
George Karypis},
title = {Global Neighbor Sampling for Mixed {CPU-GPU} Training on Giant Graphs},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {289--299},
year = {2021},
crossref = {DBLP:conf/kdd/2021},
url = {https://doi.org/10.1145/3447548.3467437},
doi = {10.1145/3447548.3467437},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DongZYK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XuWPSYKBY21,
author = {Jianpeng Xu and
Lingfei Wu and
Xiaolin Pang and
Mohit Sharma and
Dawei Yin and
George Karypis and
Justin Basilico and
Philip S. Yu},
title = {2nd International Workshop on Industrial Recommendation Systems {(IRS)}},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4173--4174},
year = {2021},
crossref = {DBLP:conf/kdd/2021},
url = {https://doi.org/10.1145/3447548.3469448},
doi = {10.1145/3447548.3469448},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/XuWPSYKBY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiuNKS21,
author = {Linfeng Liu and
Hoan Nguyen and
George Karypis and
Srinivasan Sengamedu},
title = {Universal Representation for Code},
booktitle = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia
Conference, {PAKDD} 2021, Virtual Event, May 11-14, 2021, Proceedings,
Part {III}},
pages = {16--28},
year = {2021},
crossref = {DBLP:conf/pakdd/2021-3},
url = {https://doi.org/10.1007/978-3-030-75768-7\_2},
doi = {10.1007/978-3-030-75768-7\_2},
timestamp = {Fri, 14 May 2021 15:17:47 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiuNKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/MavromatisK21,
author = {Costas Mavromatis and
George Karypis},
title = {Graph InfoClust: Maximizing Coarse-Grain Mutual Information in Graphs},
booktitle = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia
Conference, {PAKDD} 2021, Virtual Event, May 11-14, 2021, Proceedings,
Part {I}},
pages = {541--553},
year = {2021},
crossref = {DBLP:conf/pakdd/2021-1},
url = {https://doi.org/10.1007/978-3-030-75762-5\_43},
doi = {10.1007/978-3-030-75762-5\_43},
timestamp = {Fri, 14 May 2021 15:17:47 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/MavromatisK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/PandeyKS21,
author = {Shalini Pandey and
George Karypis and
Jaideep Srivastava},
title = {{IACN:} Influence-Aware and Attention-Based Co-evolutionary Network
for Recommendation},
booktitle = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia
Conference, {PAKDD} 2021, Virtual Event, May 11-14, 2021, Proceedings,
Part {II}},
pages = {561--574},
year = {2021},
crossref = {DBLP:conf/pakdd/2021-2},
url = {https://doi.org/10.1007/978-3-030-75765-6\_45},
doi = {10.1007/978-3-030-75765-6\_45},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/PandeyKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/XianZ0CKMDFK0Z21,
author = {Yikun Xian and
Tong Zhao and
Jin Li and
Jim Chan and
Andrey Kan and
Jun Ma and
Xin Luna Dong and
Christos Faloutsos and
George Karypis and
S. Muthukrishnan and
Yongfeng Zhang},
title = {{EX3:} Explainable Attribute-aware Item-set Recommendations},
booktitle = {RecSys '21: Fifteenth {ACM} Conference on Recommender Systems, Amsterdam,
The Netherlands, 27 September 2021 - 1 October 2021},
pages = {484--494},
year = {2021},
crossref = {DBLP:conf/recsys/2021},
url = {https://doi.org/10.1145/3460231.3474240},
doi = {10.1145/3460231.3474240},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/XianZ0CKMDFK0Z21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SrinivasanZK21,
author = {Balasubramaniam Srinivasan and
Da Zheng and
George Karypis},
title = {Learning over Families of Sets - Hypergraph Representation Learning
for Higher Order Tasks},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {756--764},
year = {2021},
crossref = {DBLP:conf/sdm/2021},
url = {https://doi.org/10.1137/1.9781611976700.85},
doi = {10.1137/1.9781611976700.85},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SrinivasanZK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhengWGS0K21,
author = {Da Zheng and
Minjie Wang and
Quan Gan and
Xiang Song and
Zheng Zhang and
George Karypis},
title = {Scalable Graph Neural Networks with Deep Graph Library},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {1141--1142},
year = {2021},
crossref = {DBLP:conf/wsdm/2021},
url = {https://doi.org/10.1145/3437963.3441663},
doi = {10.1145/3437963.3441663},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/ZhengWGS0K21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-05625,
author = {Shalini Pandey and
Andrew S. Lan and
George Karypis and
Jaideep Srivastava},
title = {Learning Student Interest Trajectory for MOOCThread Recommendation},
journal = {CoRR},
volume = {abs/2101.05625},
year = {2021},
url = {https://arxiv.org/abs/2101.05625},
eprinttype = {arXiv},
eprint = {2101.05625},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-05625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06373,
author = {Shalini Pandey and
George Karypis and
Jaideep Srivastava},
title = {An Empirical Comparison of Deep Learning Models for Knowledge Tracing
on Large-Scale Dataset},
journal = {CoRR},
volume = {abs/2101.06373},
year = {2021},
url = {https://arxiv.org/abs/2101.06373},
eprinttype = {arXiv},
eprint = {2101.06373},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06373.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07773,
author = {Balasubramaniam Srinivasan and
Da Zheng and
George Karypis},
title = {Learning over Families of Sets - Hypergraph Representation Learning
for Higher Order Tasks},
journal = {CoRR},
volume = {abs/2101.07773},
year = {2021},
url = {https://arxiv.org/abs/2101.07773},
eprinttype = {arXiv},
eprint = {2101.07773},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-07773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00113,
author = {Yixin Liu and
Zhao Li and
Shirui Pan and
Chen Gong and
Chuan Zhou and
George Karypis},
title = {Anomaly Detection on Attributed Networks via Contrastive Self-Supervised
Learning},
journal = {CoRR},
volume = {abs/2103.00113},
year = {2021},
url = {https://arxiv.org/abs/2103.00113},
eprinttype = {arXiv},
eprint = {2103.00113},
timestamp = {Sun, 02 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02866,
author = {Shalini Pandey and
George Karypis and
Jaideep Srivastava},
title = {{IACN:} Influence-aware and Attention-based Co-evolutionary Network
for Recommendation},
journal = {CoRR},
volume = {abs/2103.02866},
year = {2021},
url = {https://arxiv.org/abs/2103.02866},
eprinttype = {arXiv},
eprint = {2103.02866},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03116,
author = {Linfeng Liu and
Hoan Nguyen and
George Karypis and
Srinivasan Sengamedu},
title = {Universal Representation for Code},
journal = {CoRR},
volume = {abs/2103.03116},
year = {2021},
url = {https://arxiv.org/abs/2103.03116},
eprinttype = {arXiv},
eprint = {2103.03116},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-03116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00644,
author = {Saurav Manchanda and
Da Zheng and
George Karypis},
title = {Schema-Aware Deep Graph Convolutional Networks for Heterogeneous Graphs},
journal = {CoRR},
volume = {abs/2105.00644},
year = {2021},
url = {https://arxiv.org/abs/2105.00644},
eprinttype = {arXiv},
eprint = {2105.00644},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06150,
author = {Jialin Dong and
Da Zheng and
Lin F. Yang and
George Karypis},
title = {Global Neighbor Sampling for Mixed {CPU-GPU} Training on Giant Graphs},
journal = {CoRR},
volume = {abs/2106.06150},
year = {2021},
url = {https://arxiv.org/abs/2106.06150},
eprinttype = {arXiv},
eprint = {2106.06150},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14232,
author = {Mufei Li and
Jinjing Zhou and
Jiajing Hu and
Wenxuan Fan and
Yangkang Zhang and
Yaxin Gu and
George Karypis},
title = {DGL-LifeSci: An Open-Source Toolkit for Deep Learning on Graphs in
Life Science},
journal = {CoRR},
volume = {abs/2106.14232},
year = {2021},
url = {https://arxiv.org/abs/2106.14232},
eprinttype = {arXiv},
eprint = {2106.14232},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-00101,
author = {Maria Kalantzi and
George Karypis},
title = {Position-based Hash Embeddings For Scaling Graph Neural Networks},
journal = {CoRR},
volume = {abs/2109.00101},
year = {2021},
url = {https://arxiv.org/abs/2109.00101},
eprinttype = {arXiv},
eprint = {2109.00101},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-00101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-02474,
author = {Zonghan Wu and
Da Zheng and
Shirui Pan and
Quan Gan and
Guodong Long and
George Karypis},
title = {TraverseNet: Unifying Space and Time in Message Passing},
journal = {CoRR},
volume = {abs/2109.02474},
year = {2021},
url = {https://arxiv.org/abs/2109.02474},
eprinttype = {arXiv},
eprint = {2109.02474},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-02474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04584,
author = {Athanasios N. Nikolakopoulos and
Xia Ning and
Christian Desrosiers and
George Karypis},
title = {Trust your neighbors: {A} comprehensive survey of neighborhood-based
methods for recommender systems},
journal = {CoRR},
volume = {abs/2109.04584},
year = {2021},
url = {https://arxiv.org/abs/2109.04584},
eprinttype = {arXiv},
eprint = {2109.04584},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-04584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-05931,
author = {Agoritsa Polyzou and
Maria Kalantzi and
George Karypis},
title = {FaiREO: User Group Fairness for Equality of Opportunity in Course
Recommendation},
journal = {CoRR},
volume = {abs/2109.05931},
year = {2021},
url = {https://arxiv.org/abs/2109.05931},
eprinttype = {arXiv},
eprint = {2109.05931},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-05931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-07008,
author = {Costas Mavromatis and
George Karypis},
title = {HeMI: Multi-view Embedding in Heterogeneous Graphs},
journal = {CoRR},
volume = {abs/2109.07008},
year = {2021},
url = {https://arxiv.org/abs/2109.07008},
eprinttype = {arXiv},
eprint = {2109.07008},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-07008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-11105,
author = {Haoyu He and
Xingjian Shi and
Jonas Mueller and
Sheng Zha and
Mu Li and
George Karypis},
title = {Distiller: {A} Systematic Study of Model Distillation Methods in Natural
Language Processing},
journal = {CoRR},
volume = {abs/2109.11105},
year = {2021},
url = {https://arxiv.org/abs/2109.11105},
eprinttype = {arXiv},
eprint = {2109.11105},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-11105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06290,
author = {Cole Hawkins and
Vassilis N. Ioannidis and
Soji Adeshina and
George Karypis},
title = {Scalable Consistency Training for Graph Neural Networks via Self-Ensemble
Self-Distillation},
journal = {CoRR},
volume = {abs/2110.06290},
year = {2021},
url = {https://arxiv.org/abs/2110.06290},
eprinttype = {arXiv},
eprint = {2110.06290},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07814,
author = {Yanda Chen and
Ruiqi Zhong and
Sheng Zha and
George Karypis and
He He},
title = {Meta-learning via Language Model In-context Tuning},
journal = {CoRR},
volume = {abs/2110.07814},
year = {2021},
url = {https://arxiv.org/abs/2110.07814},
eprinttype = {arXiv},
eprint = {2110.07814},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-13964,
author = {Fabio Broccatelli and
Richard Trager and
Michael Reutlinger and
George Karypis and
Mufei Li},
title = {Benchmarking Accuracy and Generalizability of Four Graph Neural Networks
Using Large In Vitro {ADME} Datasets from Different Chemical Spaces},
journal = {CoRR},
volume = {abs/2111.13964},
year = {2021},
url = {https://arxiv.org/abs/2111.13964},
eprinttype = {arXiv},
eprint = {2111.13964},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-13964.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-05785,
author = {Costas Mavromatis and
Prasanna Lakkur Subramanyam and
Vassilis N. Ioannidis and
Soji Adeshina and
Phillip Ryan Howard and
Tetiana Grinberg and
Nagib Hakim and
George Karypis},
title = {TempoQR: Temporal Question Reasoning over Knowledge Graphs},
journal = {CoRR},
volume = {abs/2112.05785},
year = {2021},
url = {https://arxiv.org/abs/2112.05785},
eprinttype = {arXiv},
eprint = {2112.05785},
timestamp = {Sat, 23 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-05785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-15345,
author = {Da Zheng and
Xiang Song and
Chengru Yang and
Dominique LaSalle and
Qidong Su and
Minjie Wang and
Chao Ma and
George Karypis},
title = {Distributed Hybrid {CPU} and {GPU} training for Graph Neural Networks
on Billion-Scale Graphs},
journal = {CoRR},
volume = {abs/2112.15345},
year = {2021},
url = {https://arxiv.org/abs/2112.15345},
eprinttype = {arXiv},
eprint = {2112.15345},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-15345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NikolakopoulosK20,
author = {Athanasios N. Nikolakopoulos and
George Karypis},
title = {Boosting Item-based Collaborative Filtering via Nearly Uncoupled Random
Walks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {14},
number = {6},
pages = {64:1--64:26},
year = {2020},
url = {https://doi.org/10.1145/3406241},
doi = {10.1145/3406241},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/NikolakopoulosK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ManchandaK20,
author = {Saurav Manchanda and
George Karypis},
title = {{CAWA:} An Attention-Network for Credit Attribution},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {8472--8479},
year = {2020},
crossref = {DBLP:conf/aaai/2020},
url = {https://doi.org/10.1609/aaai.v34i05.6367},
doi = {10.1609/AAAI.V34I05.6367},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ManchandaK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PandeyLKS20,
author = {Shalini Pandey and
Andrew S. Lan and
George Karypis and
Jaideep Srivastava},
title = {Learning Student Interest Trajectory for {MOOC} Thread Recommendation},
booktitle = {20th International Conference on Data Mining Workshops, {ICDM} Workshops
2020, Sorrento, Italy, November 17-20, 2020},
pages = {400--407},
year = {2020},
crossref = {DBLP:conf/icdm/2020w},
url = {https://doi.org/10.1109/ICDMW51313.2020.00062},
doi = {10.1109/ICDMW51313.2020.00062},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PandeyLKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShuiK20,
author = {Zeren Shui and
George Karypis},
title = {Heterogeneous Molecular Graph Neural Networks for Predicting Molecule
Properties},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {492--500},
year = {2020},
crossref = {DBLP:conf/icdm/2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00058},
doi = {10.1109/ICDM50108.2020.00058},
timestamp = {Wed, 17 Feb 2021 11:24:17 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShuiK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/Karypis20,
author = {George Karypis},
title = {GrAPL 2020 Keynote Speaker Deep Graph Library: Overview, Updates,
and Future Developments},
booktitle = {2020 {IEEE} International Parallel and Distributed Processing Symposium
Workshops, {IPDPSW} 2020, New Orleans, LA, USA, May 18-22, 2020},
pages = {201},
year = {2020},
crossref = {DBLP:conf/ipps/2020w},
url = {https://doi.org/10.1109/IPDPSW50202.2020.00043},
doi = {10.1109/IPDPSW50202.2020.00043},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/Karypis20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhengWGZK20,
author = {Da Zheng and
Minjie Wang and
Quan Gan and
Zheng Zhang and
George Karypis},
title = {Scalable Graph Neural Networks with Deep Graph Library},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3521--3522},
year = {2020},
crossref = {DBLP:conf/kdd/2020},
url = {https://doi.org/10.1145/3394486.3406712},
doi = {10.1145/3394486.3406712},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhengWGZK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/Zheng0WZSSGZK20,
author = {Da Zheng and
Chao Ma and
Minjie Wang and
Jinjing Zhou and
Qidong Su and
Xiang Song and
Quan Gan and
Zheng Zhang and
George Karypis},
title = {DistDGL: Distributed Graph Neural Network Training for Billion-Scale
Graphs},
booktitle = {10th {IEEE/ACM} Workshop on Irregular Applications: Architectures
and Algorithms, {IA3} 2020, Atlanta, GA, USA, November 11, 2020},
pages = {36--44},
year = {2020},
crossref = {DBLP:conf/sc/2020ia3},
url = {https://doi.org/10.1109/IA351965.2020.00011},
doi = {10.1109/IA351965.2020.00011},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/Zheng0WZSSGZK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhengSMTYDXZK20,
author = {Da Zheng and
Xiang Song and
Chao Ma and
Zeyuan Tan and
Zihao Ye and
Jin Dong and
Hao Xiong and
Zheng Zhang and
George Karypis},
title = {{DGL-KE:} Training Knowledge Graph Embeddings at Scale},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {739--748},
year = {2020},
crossref = {DBLP:conf/sigir/2020},
url = {https://doi.org/10.1145/3397271.3401172},
doi = {10.1145/3397271.3401172},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/ZhengSMTYDXZK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhengWGZK20,
author = {Da Zheng and
Minjie Wang and
Quan Gan and
Zheng Zhang and
George Karypis},
title = {Learning Graph Neural Networks with Deep Graph Library},
booktitle = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
2020},
pages = {305--306},
year = {2020},
crossref = {DBLP:conf/www/2020c},
url = {https://doi.org/10.1145/3366424.3383111},
doi = {10.1145/3366424.3383111},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ZhengWGZK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-05063,
author = {Sara Morsy and
George Karypis},
title = {Context-aware Non-linear and Neural Attentive Knowledge-based Models
for Grade Prediction},
journal = {CoRR},
volume = {abs/2003.05063},
year = {2020},
url = {https://arxiv.org/abs/2003.05063},
eprinttype = {arXiv},
eprint = {2003.05063},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-05063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-08532,
author = {Da Zheng and
Xiang Song and
Chao Ma and
Zeyuan Tan and
Zihao Ye and
Jin Dong and
Hao Xiong and
Zheng Zhang and
George Karypis},
title = {{DGL-KE:} Training Knowledge Graph Embeddings at Scale},
journal = {CoRR},
volume = {abs/2004.08532},
year = {2020},
url = {https://arxiv.org/abs/2004.08532},
eprinttype = {arXiv},
eprint = {2004.08532},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-08532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-10831,
author = {Xiangxiang Zeng and
Xiang Song and
Tengfei Ma and
Xiaoqin Pan and
Yadi Zhou and
Yuan Hou and
Zheng Zhang and
George Karypis and
Feixiong Cheng},
title = {Repurpose Open Data to Discover Therapeutics for {COVID-19} using
Deep Learning},
journal = {CoRR},
volume = {abs/2005.10831},
year = {2020},
url = {https://arxiv.org/abs/2005.10831},
eprinttype = {arXiv},
eprint = {2005.10831},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-10831.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10261,
author = {Vassilis N. Ioannidis and
Da Zheng and
George Karypis},
title = {Few-shot link prediction via graph neural networks for Covid-19 drug-repurposing},
journal = {CoRR},
volume = {abs/2007.10261},
year = {2020},
url = {https://arxiv.org/abs/2007.10261},
eprinttype = {arXiv},
eprint = {2007.10261},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-10261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10445,
author = {Vassilis N. Ioannidis and
Da Zheng and
George Karypis},
title = {PanRep: Universal node embeddings for heterogeneous graphs},
journal = {CoRR},
volume = {abs/2007.10445},
year = {2020},
url = {https://arxiv.org/abs/2007.10445},
eprinttype = {arXiv},
eprint = {2007.10445},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-10445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-12731,
author = {Colby Wise and
Vassilis N. Ioannidis and
Miguel Romero Calvo and
Xiang Song and
George Price and
Ninad Kulkarni and
Ryan Brand and
Parminder Bhatia and
George Karypis},
title = {{COVID-19} Knowledge Graph: Accelerating Information Retrieval and
Discovery for Scientific Literature},
journal = {CoRR},
volume = {abs/2007.12731},
year = {2020},
url = {https://arxiv.org/abs/2007.12731},
eprinttype = {arXiv},
eprint = {2007.12731},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-12731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-06946,
author = {Costas Mavromatis and
George Karypis},
title = {Graph InfoClust: Leveraging cluster-level node information for unsupervised
graph representation learning},
journal = {CoRR},
volume = {abs/2009.06946},
year = {2020},
url = {https://arxiv.org/abs/2009.06946},
eprinttype = {arXiv},
eprint = {2009.06946},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-06946.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-12710,
author = {Zeren Shui and
George Karypis},
title = {Heterogeneous Molecular Graph Neural Networks for Predicting Molecule
Properties},
journal = {CoRR},
volume = {abs/2009.12710},
year = {2020},
url = {https://arxiv.org/abs/2009.12710},
eprinttype = {arXiv},
eprint = {2009.12710},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-12710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05337,
author = {Da Zheng and
Chao Ma and
Minjie Wang and
Jinjing Zhou and
Qidong Su and
Xiang Song and
Quan Gan and
Zheng Zhang and
George Karypis},
title = {DistDGL: Distributed Graph Neural Network Training for Billion-Scale
Graphs},
journal = {CoRR},
volume = {abs/2010.05337},
year = {2020},
url = {https://arxiv.org/abs/2010.05337},
eprinttype = {arXiv},
eprint = {2010.05337},
timestamp = {Mon, 03 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-05337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-11611,
author = {Maria Kalantzi and
Agoritsa Polyzou and
George Karypis},
title = {{FERN:} Fair Team Formation for Mutually Beneficial Collaborative
Learning},
journal = {CoRR},
volume = {abs/2011.11611},
year = {2020},
url = {https://arxiv.org/abs/2011.11611},
eprinttype = {arXiv},
eprint = {2011.11611},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-11611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08134,
author = {Saurav Manchanda and
Mohit Sharma and
George Karypis},
title = {Distant-Supervised Slot-Filling for E-Commerce Queries},
journal = {CoRR},
volume = {abs/2012.08134},
year = {2020},
url = {https://arxiv.org/abs/2012.08134},
eprinttype = {arXiv},
eprint = {2012.08134},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/AnastasiuK19,
author = {David C. Anastasiu and
George Karypis},
title = {Parallel cosine nearest neighbor graph construction},
journal = {J. Parallel Distributed Comput.},
volume = {129},
pages = {61--82},
year = {2019},
url = {https://doi.org/10.1016/j.jpdc.2017.11.016},
doi = {10.1016/J.JPDC.2017.11.016},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpdc/AnastasiuK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/SharmaHK19,
author = {Mohit Sharma and
F. Maxwell Harper and
George Karypis},
title = {Learning from Sets of Items in Recommender Systems},
journal = {{ACM} Trans. Interact. Intell. Syst.},
volume = {9},
number = {4},
pages = {19:1--19:26},
year = {2019},
url = {https://doi.org/10.1145/3326128},
doi = {10.1145/3326128},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tiis/SharmaHK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlt/PolyzouK19,
author = {Agoritsa Polyzou and
George Karypis},
title = {Feature Extraction for Next-Term Prediction of Poor Student Performance},
journal = {{IEEE} Trans. Learn. Technol.},
volume = {12},
number = {2},
pages = {237--248},
year = {2019},
url = {https://doi.org/10.1109/TLT.2019.2913358},
doi = {10.1109/TLT.2019.2913358},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tlt/PolyzouK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ManchandaSK19,
author = {Saurav Manchanda and
Mohit Sharma and
George Karypis},
title = {Intent Term Weighting in E-commerce Queries},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {2345--2348},
year = {2019},
crossref = {DBLP:conf/cikm/2019},
url = {https://doi.org/10.1145/3357384.3358151},
doi = {10.1145/3357384.3358151},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ManchandaSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MorsyK19,
author = {Sara Morsy and
George Karypis},
title = {Neural Attentive Knowledge-based Model for Grade Prediction},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
year = {2019},
crossref = {DBLP:conf/edm/2019},
url = {https://drive.google.com/file/d/1T4ZPauLtzEajxoDIieJ\_k1EjhK1paIld},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/MorsyK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PandeyK19,
author = {Shalini Pandey and
George Karypis},
title = {A Self Attentive model for Knowledge Tracing},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
year = {2019},
crossref = {DBLP:conf/edm/2019},
url = {https://drive.google.com/file/d/18d\_X6AXkPMhiHFQ2POarstVbX\_7oMdFM},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PandeyK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PolyzouNK19,
author = {Agoritsa Polyzou and
Athanasios N. Nikolakopoulos and
George Karypis},
title = {Scholars Walk: {A} Markov Chain Framework for Course Recommendation},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
year = {2019},
crossref = {DBLP:conf/edm/2019},
url = {https://drive.google.com/file/d/1nz3kUwBTIw-LDPz-q9\_D\_MjfW3C0BWNF},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PolyzouNK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eenergy/PandeyK19,
author = {Shalini Pandey and
George Karypis},
title = {Structured Dictionary Learning for Energy Disaggregation},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Future
Energy Systems, e-Energy 2019, Phoenix, AZ, USA, June 25-28, 2019},
pages = {24--34},
year = {2019},
crossref = {DBLP:conf/eenergy/2019},
url = {https://doi.org/10.1145/3307772.3328301},
doi = {10.1145/3307772.3328301},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eenergy/PandeyK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gc/JakkulaK19,
author = {Venkata Rohit Jakkula and
George Karypis},
title = {Streaming and Batch Algorithms for Truss Decomposition},
booktitle = {First International Conference on Graph Computing, {GC} 2019, Laguna
Hills, CA, USA, September 25-27, 2019},
pages = {51--59},
year = {2019},
crossref = {DBLP:conf/gc/2019},
url = {https://doi.org/10.1109/GC46384.2019.00016},
doi = {10.1109/GC46384.2019.00016},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gc/JakkulaK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/TomK19,
author = {Ancy Sarah Tom and
George Karypis},
title = {A 2D Parallel Triangle Counting Algorithm for Distributed-Memory Architectures},
booktitle = {Proceedings of the 48th International Conference on Parallel Processing,
{ICPP} 2019, Kyoto, Japan, August 05-08, 2019},
pages = {45:1--45:10},
year = {2019},
crossref = {DBLP:conf/icpp/2019},
url = {https://doi.org/10.1145/3337821.3337853},
doi = {10.1145/3337821.3337853},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpp/TomK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/MorsyK19,
author = {Sara Morsy and
George Karypis},
title = {A Study on Curriculum Planning and Its Relationship with Graduation
{GPA} and Time To Degree},
booktitle = {Proceedings of the 9th International Conference on Learning Analytics
{\&} Knowledge, {LAK} 2019, Tempe, AZ, USA, March 4-8, 2019},
pages = {26--35},
year = {2019},
crossref = {DBLP:conf/lak/2019},
url = {https://doi.org/10.1145/3303772.3303783},
doi = {10.1145/3303772.3303783},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lak/MorsyK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/ElbadrawyK19,
author = {Asmaa Elbadrawy and
George Karypis},
title = {{UPM:} Discovering Course Enrollment Sequences Associated with Success},
booktitle = {Proceedings of the 9th International Conference on Learning Analytics
{\&} Knowledge, {LAK} 2019, Tempe, AZ, USA, March 4-8, 2019},
pages = {373--382},
year = {2019},
crossref = {DBLP:conf/lak/2019},
url = {https://doi.org/10.1145/3303772.3303799},
doi = {10.1145/3303772.3303799},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lak/ElbadrawyK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/KaurPK19,
author = {Prableen Kaur and
Agoritsa Polyzou and
George Karypis},
title = {Causal Inference in Higher Education: Building Better Curriculums},
booktitle = {Proceedings of the Sixth {ACM} Conference on Learning @ Scale, L@S
2019, Chicago, IL, USA, June 24-25, 2019},
pages = {49:1--49:4},
year = {2019},
crossref = {DBLP:conf/lats/2019},
url = {https://doi.org/10.1145/3330430.3333663},
doi = {10.1145/3330430.3333663},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lats/KaurPK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/NikolakopoulosB19,
author = {Athanasios N. Nikolakopoulos and
Dimitris Berberidis and
George Karypis and
Georgios B. Giannakis},
title = {Personalized diffusions for top-n recommendation},
booktitle = {Proceedings of the 13th {ACM} Conference on Recommender Systems, RecSys
2019, Copenhagen, Denmark, September 16-20, 2019},
pages = {260--268},
year = {2019},
crossref = {DBLP:conf/recsys/2019},
url = {https://doi.org/10.1145/3298689.3346985},
doi = {10.1145/3298689.3346985},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/NikolakopoulosB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/NikolakopoulosK19,
author = {Athanasios N. Nikolakopoulos and
George Karypis},
title = {RecWalk: Nearly Uncoupled Random Walks for Top-N Recommendation},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {150--158},
year = {2019},
crossref = {DBLP:conf/wsdm/2019},
url = {https://doi.org/10.1145/3289600.3291016},
doi = {10.1145/3289600.3291016},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/NikolakopoulosK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SharmaK19,
author = {Mohit Sharma and
George Karypis},
title = {Adaptive matrix completion for the users and the items in tail},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {3223--3229},
year = {2019},
crossref = {DBLP:conf/www/2019},
url = {https://doi.org/10.1145/3308558.3313736},
doi = {10.1145/3308558.3313736},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/SharmaK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2019,
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
publisher = {{IEEE}},
year = {2019},
url = {https://ieeexplore.ieee.org/xpl/conhome/8961324/proceeding},
isbn = {978-1-7281-4493-1},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2019,
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500},
doi = {10.1145/3292500},
isbn = {978-1-4503-6201-6},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-06725,
author = {Saurav Manchanda and
George Karypis},
title = {Distributed representation of multi-sense words: {A} loss-driven approach},
journal = {CoRR},
volume = {abs/1904.06725},
year = {2019},
url = {http://arxiv.org/abs/1904.06725},
eprinttype = {arXiv},
eprint = {1904.06725},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-06725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-06730,
author = {Saurav Manchanda and
George Karypis},
title = {Text segmentation on multilabel documents: {A} distant-supervised
approach},
journal = {CoRR},
volume = {abs/1904.06730},
year = {2019},
url = {http://arxiv.org/abs/1904.06730},
eprinttype = {arXiv},
eprint = {1904.06730},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-06730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-11798,
author = {Sara Morsy and
George Karypis},
title = {Will this Course Increase or Decrease Your GPA? Towards Grade-aware
Course Recommendation},
journal = {CoRR},
volume = {abs/1904.11798},
year = {2019},
url = {http://arxiv.org/abs/1904.11798},
eprinttype = {arXiv},
eprint = {1904.11798},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-11798.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-11799,
author = {Mohit Sharma and
Jiayu Zhou and
Junling Hu and
George Karypis},
title = {Feature-based factorized Bilinear Similarity Model for Cold-Start
Top-n Item Recommendation},
journal = {CoRR},
volume = {abs/1904.11799},
year = {2019},
url = {http://arxiv.org/abs/1904.11799},
eprinttype = {arXiv},
eprint = {1904.11799},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-11799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-11800,
author = {Mohit Sharma and
George Karypis},
title = {Adaptive Matrix Completion for the Users and the Items in Tail},
journal = {CoRR},
volume = {abs/1904.11800},
year = {2019},
url = {http://arxiv.org/abs/1904.11800},
eprinttype = {arXiv},
eprint = {1904.11800},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-11800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-11858,
author = {Sara Morsy and
George Karypis},
title = {Sparse Neural Attentive Knowledge-based Models for Grade Prediction},
journal = {CoRR},
volume = {abs/1904.11858},
year = {2019},
url = {http://arxiv.org/abs/1904.11858},
eprinttype = {arXiv},
eprint = {1904.11858},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-11858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12643,
author = {Mohit Sharma and
F. Maxwell Harper and
George Karypis},
title = {Learning from Sets of Items in Recommender Systems},
journal = {CoRR},
volume = {abs/1904.12643},
year = {2019},
url = {http://arxiv.org/abs/1904.12643},
eprinttype = {arXiv},
eprint = {1904.12643},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00792,
author = {Agoritsa Polyzou and
George Karypis},
title = {Grade prediction with course and student specific models},
journal = {CoRR},
volume = {abs/1906.00792},
year = {2019},
url = {http://arxiv.org/abs/1906.00792},
eprinttype = {arXiv},
eprint = {1906.00792},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00792.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06581,
author = {Shalini Pandey and
George Karypis},
title = {Structured Dictionary Learning for Energy Disaggregation},
journal = {CoRR},
volume = {abs/1907.06581},
year = {2019},
url = {http://arxiv.org/abs/1907.06581},
eprinttype = {arXiv},
eprint = {1907.06581},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06837,
author = {Shalini Pandey and
George Karypis},
title = {A Self-Attentive model for Knowledge Tracing},
journal = {CoRR},
volume = {abs/1907.06837},
year = {2019},
url = {http://arxiv.org/abs/1907.06837},
eprinttype = {arXiv},
eprint = {1907.06837},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06837.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09575,
author = {Ancy Sarah Tom and
George Karypis},
title = {A 2D Parallel Triangle Counting Algorithm for Distributed-Memory Architectures},
journal = {CoRR},
volume = {abs/1907.09575},
year = {2019},
url = {http://arxiv.org/abs/1907.09575},
eprinttype = {arXiv},
eprint = {1907.09575},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-09575.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-08564,
author = {Saurav Manchanda and
Mohit Sharma and
George Karypis},
title = {Intent term selection and refinement in e-commerce queries},
journal = {CoRR},
volume = {abs/1908.08564},
year = {2019},
url = {http://arxiv.org/abs/1908.08564},
eprinttype = {arXiv},
eprint = {1908.08564},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-08564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-10550,
author = {Venkata Rohit Jakkula and
George Karypis},
title = {Streaming and Batch Algorithms for Truss Decomposition},
journal = {CoRR},
volume = {abs/1908.10550},
year = {2019},
url = {http://arxiv.org/abs/1908.10550},
eprinttype = {arXiv},
eprint = {1908.10550},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-10550.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03579,
author = {Athanasios N. Nikolakopoulos and
George Karypis},
title = {Boosting Item-based Collaborative Filtering via Nearly Uncoupled Random
Walks},
journal = {CoRR},
volume = {abs/1909.03579},
year = {2019},
url = {http://arxiv.org/abs/1909.03579},
eprinttype = {arXiv},
eprint = {1909.03579},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03579.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11358,
author = {Saurav Manchanda and
George Karypis},
title = {{CAWA:} An Attention-Network for Credit Attribution},
journal = {CoRR},
volume = {abs/1911.11358},
year = {2019},
url = {http://arxiv.org/abs/1911.11358},
eprinttype = {arXiv},
eprint = {1911.11358},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhpca/IversonK18,
author = {Jeremy Iverson and
George Karypis},
title = {A virtual memory manager optimized for node-level cooperative multi-tasking
in memory constrained systems},
journal = {Int. J. High Perform. Comput. Appl.},
volume = {32},
number = {5},
pages = {744--759},
year = {2018},
url = {https://doi.org/10.1177/1094342017690975},
doi = {10.1177/1094342017690975},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhpca/IversonK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/SmithPK18,
author = {Shaden Smith and
Jongsoo Park and
George Karypis},
title = {{HPC} formulations of optimization algorithms for tensor completion},
journal = {Parallel Comput.},
volume = {74},
pages = {99--117},
year = {2018},
url = {https://doi.org/10.1016/j.parco.2017.11.002},
doi = {10.1016/J.PARCO.2017.11.002},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pc/SmithPK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/SinghDZBBFJKOVZ18,
author = {Lisa Singh and
Amol Deshpande and
Wenchao Zhou and
Arindam Banerjee and
Alex J. Bowers and
Sorelle A. Friedler and
H. V. Jagadish and
George Karypis and
Zoran Obradovic and
Anil Vullikanti and
Wangda Zuo},
title = {{NSF} {BIGDATA} {PI} Meeting - Domain-Specific Research Directions
and Data Sets},
journal = {{SIGMOD} Rec.},
volume = {47},
number = {3},
pages = {32--35},
year = {2018},
url = {https://doi.org/10.1145/3316416.3316425},
doi = {10.1145/3316416.3316425},
timestamp = {Tue, 14 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmod/SinghDZBBFJKOVZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PolyzouK18,
author = {Agoritsa Polyzou and
George Karypis},
title = {Feature extraction for classifying students based on their academic
performance},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
year = {2018},
crossref = {DBLP:conf/edm/2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_124.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PolyzouK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ManchandaK18,
author = {Saurav Manchanda and
George Karypis},
title = {Text Segmentation on Multilabel Documents: {A} Distant-Supervised
Approach},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {1170--1175},
year = {2018},
crossref = {DBLP:conf/icdm/2018},
url = {https://doi.org/10.1109/ICDM.2018.00154},
doi = {10.1109/ICDM.2018.00154},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ManchandaK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Christakopoulou18a,
author = {Evangelia Christakopoulou and
George Karypis},
title = {Local Latent Space Models for Top-N Recommendation},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1235--1243},
year = {2018},
crossref = {DBLP:conf/kdd/2018},
url = {https://doi.org/10.1145/3219819.3220112},
doi = {10.1145/3219819.3220112},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Christakopoulou18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ManchandaK18,
author = {Saurav Manchanda and
George Karypis},
title = {Distributed Representation of Multi-sense Words: {A} Loss Driven Approach},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {II}},
pages = {337--349},
year = {2018},
crossref = {DBLP:conf/pakdd/2018-2},
url = {https://doi.org/10.1007/978-3-319-93037-4\_27},
doi = {10.1007/978-3-319-93037-4\_27},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ManchandaK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SmithHSK18,
author = {Shaden Smith and
Kejun Huang and
Nicholas D. Sidiropoulos and
George Karypis},
title = {Streaming Tensor Factorization for Infinite Data Sources},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {81--89},
year = {2018},
crossref = {DBLP:conf/sdm/2018},
url = {https://doi.org/10.1137/1.9781611975321.10},
doi = {10.1137/1.9781611975321.10},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SmithHSK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Karypis18,
author = {George Karypis},
title = {Recent Advances in Recommender Systems: Sets, Local Models, Coverage,
and Errors},
booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018,
{WWW} 2018, Lyon , France, April 23-27, 2018},
pages = {1369},
year = {2018},
crossref = {DBLP:conf/www/2018c},
url = {https://doi.org/10.1145/3184558.3191588},
doi = {10.1145/3184558.3191588},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/Karypis18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ws/18/ChristakopoulouSSRAK18,
author = {Evangelia Christakopoulou and
Shaden Smith and
Mohit Sharma and
Alex Richards and
David C. Anastasiu and
George Karypis},
title = {Scalability and Distribution of Collaborative Recommenders},
booktitle = {Collaborative Recommendations - Algorithms, Practical Challenges and
Applications},
pages = {369--404},
year = {2018},
crossref = {DBLP:books/ws/18/BCT2018},
url = {https://doi.org/10.1142/9789813275355\_0011},
doi = {10.1142/9789813275355\_0011},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/ws/18/ChristakopoulouSSRAK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/ZhaoK18,
author = {Ying Zhao and
George Karypis},
title = {Document Clustering},
booktitle = {Encyclopedia of Database Systems, Second Edition},
year = {2018},
crossref = {DBLP:reference/db/2018},
url = {https://doi.org/10.1007/978-1-4614-8265-9\_1479},
doi = {10.1007/978-1-4614-8265-9\_1479},
timestamp = {Sun, 19 Jan 2025 15:07:13 +0100},
biburl = {https://dblp.org/rec/reference/db/ZhaoK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-07379,
author = {Zhuliu Li and
Raphael Petegrosso and
Shaden Smith and
David Sterling and
George Karypis and
Rui Kuang},
title = {Scalable Label Propagation for Multi-relational Learning on Tensor
Product Graph},
journal = {CoRR},
volume = {abs/1802.07379},
year = {2018},
url = {http://arxiv.org/abs/1802.07379},
eprinttype = {arXiv},
eprint = {1802.07379},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-07379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/AnastasiuK17,
author = {David C. Anastasiu and
George Karypis},
title = {Efficient identification of Tanimoto nearest neighbors},
journal = {Int. J. Data Sci. Anal.},
volume = {4},
number = {3},
pages = {153--172},
year = {2017},
url = {https://doi.org/10.1007/s41060-017-0064-z},
doi = {10.1007/S41060-017-0064-Z},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/AnastasiuK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/AlmutairiSK17,
author = {Faisal M. Almutairi and
Nicholas D. Sidiropoulos and
George Karypis},
title = {Context-Aware Recommendation-Based Learning Analytics Using Tensor
and Coupled Matrix Factorization},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {11},
number = {5},
pages = {729--741},
year = {2017},
url = {https://doi.org/10.1109/JSTSP.2017.2705581},
doi = {10.1109/JSTSP.2017.2705581},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/AlmutairiSK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuPKR17,
author = {Qian Hu and
Agoritsa Polyzou and
George Karypis and
Huzefa Rangwala},
title = {Enriching Course-Specific Regression Models with Content Features
for Grade Prediction},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {504--513},
year = {2017},
crossref = {DBLP:conf/dsaa/2017},
url = {https://doi.org/10.1109/DSAA.2017.74},
doi = {10.1109/DSAA.2017.74},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/HuPKR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/SmithK17,
author = {Shaden Smith and
George Karypis},
title = {Accelerating the Tucker Decomposition with Compressed Sparse Tensors},
booktitle = {Euro-Par 2017: Parallel Processing - 23rd International Conference
on Parallel and Distributed Computing, Santiago de Compostela, Spain,
August 28 - September 1, 2017, Proceedings},
pages = {653--668},
year = {2017},
crossref = {DBLP:conf/europar/2017},
url = {https://doi.org/10.1007/978-3-319-64203-1\_47},
doi = {10.1007/978-3-319-64203-1\_47},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/europar/SmithK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SmithLATPK17,
author = {Shaden Smith and
Xing Liu and
Nesreen K. Ahmed and
Ancy Sarah Tom and
Fabrizio Petrini and
George Karypis},
title = {Truss decomposition on shared-memory parallel systems},
booktitle = {2017 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2017, Waltham, MA, USA, September 12-14, 2017},
pages = {1--6},
year = {2017},
crossref = {DBLP:conf/hpec/2017},
url = {https://doi.org/10.1109/HPEC.2017.8091049},
doi = {10.1109/HPEC.2017.8091049},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/SmithLATPK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/TomSASEKHPK17,
author = {Ancy Sarah Tom and
Narayanan Sundaram and
Nesreen K. Ahmed and
Shaden Smith and
Stijn Eyerman and
Midhunchandra Kodiyath and
Ibrahim Hur and
Fabrizio Petrini and
George Karypis},
title = {Exploring optimizations on shared-memory platforms for parallel triangle
counting algorithms},
booktitle = {2017 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2017, Waltham, MA, USA, September 12-14, 2017},
pages = {1--7},
year = {2017},
crossref = {DBLP:conf/hpec/2017},
url = {https://doi.org/10.1109/HPEC.2017.8091054},
doi = {10.1109/HPEC.2017.8091054},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/TomSASEKHPK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/SmithBK17,
author = {Shaden Smith and
Alec Beri and
George Karypis},
title = {Constrained Tensor Factorization with Accelerated {AO-ADMM}},
booktitle = {46th International Conference on Parallel Processing, {ICPP} 2017,
Bristol, United Kingdom, August 14-17, 2017},
pages = {111--120},
year = {2017},
crossref = {DBLP:conf/icpp/2017},
url = {https://doi.org/10.1109/ICPP.2017.20},
doi = {10.1109/ICPP.2017.20},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpp/SmithBK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/SmithPK17,
author = {Shaden Smith and
Jongsoo Park and
George Karypis},
title = {Sparse Tensor Factorization on Many-Core Processors with High-Bandwidth
Memory},
booktitle = {2017 {IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} 2017, Orlando, FL, USA, May 29 - June 2, 2017},
pages = {1058--1067},
year = {2017},
crossref = {DBLP:conf/ipps/2017},
url = {https://doi.org/10.1109/IPDPS.2017.84},
doi = {10.1109/IPDPS.2017.84},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/SmithPK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Karypis17,
author = {George Karypis},
title = {Improving Higher Education: Learning Analytics {\&} Recommender
Systems Research},
booktitle = {Proceedings of the Eleventh {ACM} Conference on Recommender Systems,
RecSys 2017, Como, Italy, August 27-31, 2017},
pages = {2},
year = {2017},
crossref = {DBLP:conf/recsys/2017},
url = {https://doi.org/10.1145/3109859.3109870},
doi = {10.1145/3109859.3109870},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Karypis17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MorsyK17,
author = {Sara Morsy and
George Karypis},
title = {Cumulative Knowledge-based Regression Models for Next-term Grade Prediction},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {552--560},
year = {2017},
crossref = {DBLP:conf/sdm/2017},
url = {https://doi.org/10.1137/1.9781611974973.62},
doi = {10.1137/1.9781611974973.62},
timestamp = {Sun, 02 Nov 2025 21:27:40 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MorsyK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bigdata/2017,
editor = {George Karypis and
Jia Zhang},
title = {2017 {IEEE} International Congress on Big Data, BigData Congress 2017,
Honolulu, HI, USA, June 25-30, 2017},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://ieeexplore.ieee.org/xpl/conhome/8027154/proceeding},
isbn = {978-1-5386-1996-4},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdata/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2017,
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://ieeexplore.ieee.org/xpl/conhome/8211002/proceeding},
isbn = {978-1-5386-3835-4},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2017w,
editor = {Raju Gottumukkala and
Xia Ning and
Guozhu Dong and
Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {2017 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2017, New Orleans, LA, USA, November 18-21, 2017},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://ieeexplore.ieee.org/xpl/conhome/8211022/proceeding},
isbn = {978-1-5386-3800-2},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2017w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/ElbadrawyPRSKR16,
author = {Asmaa Elbadrawy and
Agoritsa Polyzou and
Zhiyun Ren and
Mackenzie Sweeney and
George Karypis and
Huzefa Rangwala},
title = {Predicting Student Performance Using Personalized Analytics},
journal = {Computer},
volume = {49},
number = {4},
pages = {61--69},
year = {2016},
url = {https://doi.org/10.1109/MC.2016.119},
doi = {10.1109/MC.2016.119},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/computer/ElbadrawyPRSKR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/PolyzouK16,
author = {Agoritsa Polyzou and
George Karypis},
title = {Grade prediction with models specific to students and courses},
journal = {Int. J. Data Sci. Anal.},
volume = {2},
number = {3-4},
pages = {159--171},
year = {2016},
url = {https://doi.org/10.1007/s41060-016-0024-z},
doi = {10.1007/S41060-016-0024-Z},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/PolyzouK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/MorsyK16,
author = {Sara Morsy and
George Karypis},
title = {Accounting for Language Changes Over Time in Document Similarity Search},
journal = {{ACM} Trans. Inf. Syst.},
volume = {35},
number = {1},
pages = {1:1--1:26},
year = {2016},
url = {https://doi.org/10.1145/2934671},
doi = {10.1145/2934671},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/MorsyK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AnastasiuK16,
author = {David C. Anastasiu and
George Karypis},
title = {Efficient Identification of Tanimoto Nearest Neighbors},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {156--165},
year = {2016},
crossref = {DBLP:conf/dsaa/2016},
url = {https://doi.org/10.1109/DSAA.2016.23},
doi = {10.1109/DSAA.2016.23},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AnastasiuK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/LaSalleK16,
author = {Dominique LaSalle and
George Karypis},
title = {A Parallel Hill-Climbing Refinement Algorithm for Graph Partitioning},
booktitle = {45th International Conference on Parallel Processing, {ICPP} 2016,
Philadelphia, PA, USA, August 16-19, 2016},
pages = {236--241},
year = {2016},
crossref = {DBLP:conf/icpp/2016},
url = {https://doi.org/10.1109/ICPP.2016.34},
doi = {10.1109/ICPP.2016.34},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpp/LaSalleK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/SmithK16,
author = {Shaden Smith and
George Karypis},
title = {A Medium-Grained Algorithm for Sparse Tensor Factorization},
booktitle = {2016 {IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} 2016, Chicago, IL, USA, May 23-27, 2016},
pages = {902--911},
year = {2016},
crossref = {DBLP:conf/ipps/2016},
url = {https://doi.org/10.1109/IPDPS.2016.113},
doi = {10.1109/IPDPS.2016.113},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/SmithK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/PolyzouK16,
author = {Agoritsa Polyzou and
George Karypis},
title = {Grade Prediction with Course and Student Specific Models},
booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia
Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,
Proceedings, Part {I}},
pages = {89--101},
year = {2016},
crossref = {DBLP:conf/pakdd/2016-1},
url = {https://doi.org/10.1007/978-3-319-31753-3\_8},
doi = {10.1007/978-3-319-31753-3\_8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/PolyzouK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Christakopoulou16,
author = {Evangelia Christakopoulou and
George Karypis},
title = {Local Item-Item Models For Top-N Recommendation},
booktitle = {Proceedings of the 10th {ACM} Conference on Recommender Systems, Boston,
MA, USA, September 15-19, 2016},
pages = {67--74},
year = {2016},
crossref = {DBLP:conf/recsys/2016},
url = {https://doi.org/10.1145/2959100.2959185},
doi = {10.1145/2959100.2959185},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Christakopoulou16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ElbadrawyK16,
author = {Asmaa Elbadrawy and
George Karypis},
title = {Domain-Aware Grade Prediction and Top-n Course Recommendation},
booktitle = {Proceedings of the 10th {ACM} Conference on Recommender Systems, Boston,
MA, USA, September 15-19, 2016},
pages = {183--190},
year = {2016},
crossref = {DBLP:conf/recsys/2016},
url = {https://doi.org/10.1145/2959100.2959133},
doi = {10.1145/2959100.2959133},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ElbadrawyK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/AnastasiuK16,
author = {David C. Anastasiu and
George Karypis},
title = {Fast Parallel Cosine K-Nearest Neighbor Graph Construction},
booktitle = {6th Workshop on Irregular Applications: Architecture and Algorithms,
IA3@SC 2016, Salt Lake City, UT, USA, November 13, 2016},
pages = {50--53},
year = {2016},
crossref = {DBLP:conf/sc/2016ia3},
url = {https://doi.org/10.1109/IA3.2016.013},
doi = {10.1109/IA3.2016.013},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/AnastasiuK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/SmithPK16,
author = {Shaden Smith and
Jongsoo Park and
George Karypis},
title = {An exploration of optimization algorithms for high performance tensor
completion},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2016, Salt Lake City, UT, USA,
November 13-18, 2016},
pages = {359--371},
year = {2016},
crossref = {DBLP:conf/sc/2016},
url = {https://doi.org/10.1109/SC.2016.30},
doi = {10.1109/SC.2016.30},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/SmithPK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bigdataconf/2016,
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://ieeexplore.ieee.org/xpl/conhome/7818133/proceeding},
isbn = {978-1-4673-9005-7},
timestamp = {Fri, 19 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/LaSalleK15,
author = {Dominique LaSalle and
George Karypis},
title = {Multi-threaded modularity based graph clustering using the multilevel
paradigm},
journal = {J. Parallel Distributed Comput.},
volume = {76},
pages = {66--80},
year = {2015},
url = {https://doi.org/10.1016/j.jpdc.2014.09.012},
doi = {10.1016/J.JPDC.2014.09.012},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpdc/LaSalleK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/IversonKK15,
author = {Jeremy Iverson and
Chandrika Kamath and
George Karypis},
title = {Evaluation of connected-component labeling algorithms for distributed-memory
systems},
journal = {Parallel Comput.},
volume = {44},
pages = {53--68},
year = {2015},
url = {https://doi.org/10.1016/j.parco.2015.02.005},
doi = {10.1016/J.PARCO.2015.02.005},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pc/IversonKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ElbadrawyK15,
author = {Asmaa Elbadrawy and
George Karypis},
title = {User-Specific Feature-Based Similarity Models for Top-\emph{n} Recommendation
of New Items},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {6},
number = {3},
pages = {33:1--33:20},
year = {2015},
url = {https://doi.org/10.1145/2700495},
doi = {10.1145/2700495},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/ElbadrawyK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AhmedK15,
author = {Rezwan Ahmed and
George Karypis},
title = {Algorithms for Mining the Coevolving Relational Motifs in Dynamic
Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {1},
pages = {4:1--4:31},
year = {2015},
url = {https://doi.org/10.1145/2733380},
doi = {10.1145/2733380},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/AhmedK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AnastasiuK15,
author = {David C. Anastasiu and
George Karypis},
title = {L2Knng: Fast Exact K-Nearest Neighbor Graph Construction with L2-Norm
Pruning},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {791--800},
year = {2015},
crossref = {DBLP:conf/cikm/2015},
url = {https://doi.org/10.1145/2806416.2806534},
doi = {10.1145/2806416.2806534},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/AnastasiuK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/LaSalleK15,
author = {Dominique LaSalle and
George Karypis},
title = {Efficient Nested Dissection for Multicore Architectures},
booktitle = {Euro-Par 2015: Parallel Processing - 21st International Conference
on Parallel and Distributed Computing, Vienna, Austria, August 24-28,
2015, Proceedings},
pages = {467--478},
year = {2015},
crossref = {DBLP:conf/europar/2015},
url = {https://doi.org/10.1007/978-3-662-48096-0\_36},
doi = {10.1007/978-3-662-48096-0\_36},
timestamp = {Sun, 12 Nov 2023 02:07:45 +0100},
biburl = {https://dblp.org/rec/conf/europar/LaSalleK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AnastasiuyRTK15,
author = {David C. Anastasiu and
Al Mamunur Rashid and
Andrea Tagarelli and
George Karypis},
title = {Understanding computer usage evolution},
booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
Seoul, South Korea, April 13-17, 2015},
pages = {1549--1560},
year = {2015},
crossref = {DBLP:conf/icde/2015},
url = {https://doi.org/10.1109/ICDE.2015.7113424},
doi = {10.1109/ICDE.2015.7113424},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AnastasiuyRTK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/SmithRSK15,
author = {Shaden Smith and
Niranjay Ravindran and
Nicholas D. Sidiropoulos and
George Karypis},
title = {{SPLATT:} Efficient and Parallel Sparse Tensor-Matrix Multiplication},
booktitle = {2015 {IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} 2015, Hyderabad, India, May 25-29, 2015},
pages = {61--70},
year = {2015},
crossref = {DBLP:conf/ipps/2015},
url = {https://doi.org/10.1109/IPDPS.2015.27},
doi = {10.1109/IPDPS.2015.27},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/SmithRSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/ElbadrawySK15,
author = {Asmaa Elbadrawy and
R. Scott Studham and
George Karypis},
title = {Collaborative multi-regression models for predicting students' performance
in course activities},
booktitle = {Proceedings of the Fifth International Conference on Learning Analytics
And Knowledge, {LAK} '15, Poughkeepsie, NY, USA, March 16-20, 2015},
pages = {103--107},
year = {2015},
crossref = {DBLP:conf/lak/2015},
url = {https://doi.org/10.1145/2723576.2723590},
doi = {10.1145/2723576.2723590},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lak/ElbadrawySK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/premi/NingK15,
author = {Xia Ning and
George Karypis},
title = {Recent Advances in Recommender Systems and Future Directions},
booktitle = {Pattern Recognition and Machine Intelligence - 6th International Conference,
PReMI 2015, Warsaw, Poland, June 30 - July 3, 2015, Proceedings},
pages = {3--9},
year = {2015},
crossref = {DBLP:conf/premi/2015},
url = {https://doi.org/10.1007/978-3-319-19941-2\_1},
doi = {10.1007/978-3-319-19941-2\_1},
timestamp = {Thu, 14 Oct 2021 10:46:31 +0200},
biburl = {https://dblp.org/rec/conf/premi/NingK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pvm/IversonK15,
author = {Jeremy Iverson and
George Karypis},
title = {A Memory Management System Optimized for BDMPI's Memory and Execution
Model},
booktitle = {Proceedings of the 22nd European {MPI} Users' Group Meeting, EuroMPI
2015, Bordeaux, France, September 21-23, 2015},
pages = {2:1--2:10},
year = {2015},
crossref = {DBLP:conf/pvm/2015},
url = {https://doi.org/10.1145/2802658.2802666},
doi = {10.1145/2802658.2802666},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pvm/IversonK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/SmithK15,
author = {Shaden Smith and
George Karypis},
title = {Tensor-matrix products with a compressed sparse tensor},
booktitle = {Proceedings of the 5th Workshop on Irregular Applications - Architectures
and Algorithms, {IA3} 2015, Austin, Texas, USA, November 15, 2015},
pages = {5:1--5:7},
year = {2015},
crossref = {DBLP:conf/sc/2015ia3},
url = {https://doi.org/10.1145/2833179.2833183},
doi = {10.1145/2833179.2833183},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/SmithK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/AnastasiuK15,
author = {David C. Anastasiu and
George Karypis},
title = {{PL2AP:} fast parallel cosine similarity search},
booktitle = {Proceedings of the 5th Workshop on Irregular Applications - Architectures
and Algorithms, {IA3} 2015, Austin, Texas, USA, November 15, 2015},
pages = {8:1--8:8},
year = {2015},
crossref = {DBLP:conf/sc/2015ia3},
url = {https://doi.org/10.1145/2833179.2833182},
doi = {10.1145/2833179.2833182},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/AnastasiuK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/LaSallePSSDK15,
author = {Dominique LaSalle and
Md. Mostofa Ali Patwary and
Nadathur Satish and
Narayanan Sundaram and
Pradeep Dubey and
George Karypis},
title = {Improving graph partitioning for modern graphs and architectures},
booktitle = {Proceedings of the 5th Workshop on Irregular Applications - Architectures
and Algorithms, {IA3} 2015, Austin, Texas, USA, November 15, 2015},
pages = {14:1--14:4},
year = {2015},
crossref = {DBLP:conf/sc/2015ia3},
url = {https://doi.org/10.1145/2833179.2833188},
doi = {10.1145/2833179.2833188},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/LaSallePSSDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SharmaZHK15,
author = {Mohit Sharma and
Jiayu Zhou and
Junling Hu and
George Karypis},
title = {Feature-based factorized Bilinear Similarity Model for Cold-Start
Top-\emph{n} Item Recommendation},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {190--198},
year = {2015},
crossref = {DBLP:conf/sdm/2015},
url = {https://doi.org/10.1137/1.9781611974010.22},
doi = {10.1137/1.9781611974010.22},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SharmaZHK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/sp/NingDK15,
author = {Xia Ning and
Christian Desrosiers and
George Karypis},
title = {A Comprehensive Survey of Neighborhood-Based Recommendation Methods},
booktitle = {Recommender Systems Handbook},
pages = {37--76},
year = {2015},
crossref = {DBLP:reference/sp/2015rsh},
url = {https://doi.org/10.1007/978-1-4899-7637-6\_2},
doi = {10.1007/978-1-4899-7637-6\_2},
timestamp = {Tue, 21 Mar 2023 21:16:16 +0100},
biburl = {https://dblp.org/rec/reference/sp/NingDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/LaSalleK14,
author = {Dominique LaSalle and
George Karypis},
title = {{MPI} for Big Data: New tricks for an old dog},
journal = {Parallel Comput.},
volume = {40},
number = {10},
pages = {754--767},
year = {2014},
url = {https://doi.org/10.1016/j.parco.2014.07.003},
doi = {10.1016/J.PARCO.2014.07.003},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pc/LaSalleK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/RavindranSSK14,
author = {Niranjay Ravindran and
Nicholas D. Sidiropoulos and
Shaden Smith and
George Karypis},
title = {Memory-efficient parallel computation of tensor and matrix products
for big tensor decomposition},
booktitle = {48th Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2014, Pacific Grove, CA, USA, November 2-5, 2014},
pages = {581--585},
year = {2014},
crossref = {DBLP:conf/acssc/2014},
url = {https://doi.org/10.1109/ACSSC.2014.7094512},
doi = {10.1109/ACSSC.2014.7094512},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acssc/RavindranSSK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/YangYK14,
author = {Fan Yang and
Xiaohui Yu and
George Karypis},
title = {Signaling adverse drug reactions with novel feature-based similarity
model},
booktitle = {2014 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2014, Belfast, United Kingdom, November 2-5, 2014},
pages = {593--596},
year = {2014},
crossref = {DBLP:conf/bibm/2014},
url = {https://doi.org/10.1109/BIBM.2014.6999227},
doi = {10.1109/BIBM.2014.6999227},
timestamp = {Sun, 26 Oct 2025 19:09:11 +0100},
biburl = {https://dblp.org/rec/conf/bibm/YangYK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cts/MyottNCKW14,
author = {William Myott and
Thao Nguyen and
Abhishek Chandra and
George Karypis and
Jon B. Weissman},
title = {Opportunities for data-driven cloud-based mobile optimization},
booktitle = {2014 International Conference on Collaboration Technologies and Systems,
{CTS} 2014, Minneapolis, MN, USA, May 19-23, 2014},
pages = {483--487},
year = {2014},
crossref = {DBLP:conf/cts/2014},
url = {https://doi.org/10.1109/CTS.2014.6867611},
doi = {10.1109/CTS.2014.6867611},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cts/MyottNCKW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YuKMGGCKK014,
author = {Philip S. Yu and
Masaru Kitsuregawa and
Hiroshi Motoda and
Bart Goethals and
Minyi Guo and
Longbing Cao and
George Karypis and
Irwin King and
Wei Wang},
title = {Welcome from {DSAA} 2014 chairs},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {9--10},
year = {2014},
crossref = {DBLP:conf/dsaa/2014},
url = {https://doi.org/10.1109/DSAA.2014.7058034},
doi = {10.1109/DSAA.2014.7058034},
timestamp = {Mon, 12 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/YuKMGGCKK014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AnastasiuK14,
author = {David C. Anastasiu and
George Karypis},
title = {{L2AP:} Fast cosine similarity search with prefix {L-2} norm bounds},
booktitle = {{IEEE} 30th International Conference on Data Engineering, Chicago,
{ICDE} 2014, IL, USA, March 31 - April 4, 2014},
pages = {784--795},
year = {2014},
crossref = {DBLP:conf/icde/2014},
url = {https://doi.org/10.1109/ICDE.2014.6816700},
doi = {10.1109/ICDE.2014.6816700},
timestamp = {Tue, 12 Nov 2024 10:12:41 +0100},
biburl = {https://dblp.org/rec/conf/icde/AnastasiuK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KabburK14,
author = {Santosh Kabbur and
George Karypis},
title = {{NLMF:} NonLinear Matrix Factorization Methods for Top-N Recommender
Systems},
booktitle = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2014, Shenzhen, China, December 14, 2014},
pages = {167--174},
year = {2014},
crossref = {DBLP:conf/icdm/2014w},
url = {https://doi.org/10.1109/ICDMW.2014.108},
doi = {10.1109/ICDMW.2014.108},
timestamp = {Fri, 28 Feb 2025 17:23:41 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KabburK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ChristakopoulouK14,
author = {Evangelia Christakopoulou and
George Karypis},
title = {{HOSLIM:} Higher-Order Sparse LInear Method for Top-N Recommender
Systems},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {II}},
pages = {38--49},
year = {2014},
crossref = {DBLP:conf/pakdd/2014-2},
url = {https://doi.org/10.1007/978-3-319-06605-9\_4},
doi = {10.1007/978-3-319-06605-9\_4},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ChristakopoulouK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/fpm14/AnastasiuISK14,
author = {David C. Anastasiu and
Jeremy Iverson and
Shaden Smith and
George Karypis},
title = {Big Data Frequent Pattern Mining},
booktitle = {Frequent Pattern Mining},
pages = {225--259},
year = {2014},
crossref = {DBLP:books/sp/fpm2014},
url = {https://doi.org/10.1007/978-3-319-07821-2\_10},
doi = {10.1007/978-3-319-07821-2\_10},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/fpm14/AnastasiuISK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/TagarelliK13,
author = {Andrea Tagarelli and
George Karypis},
title = {A segment-based approach to clustering multi-topic documents},
journal = {Knowl. Inf. Syst.},
volume = {34},
number = {3},
pages = {563--595},
year = {2013},
url = {https://doi.org/10.1007/s10115-012-0556-z},
doi = {10.1007/S10115-012-0556-Z},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/TagarelliK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/DeRonneK13,
author = {Kevin W. DeRonne and
George Karypis},
title = {Pareto Optimal Pairwise Sequence Alignment},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {10},
number = {2},
pages = {481--493},
year = {2013},
url = {https://doi.org/10.1109/TCBB.2013.2},
doi = {10.1109/TCBB.2013.2},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/DeRonneK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/AnastasiuGJK13,
author = {David C. Anastasiu and
Byron J. Gao and
Xing Jiang and
George Karypis},
title = {A novel two-box search paradigm for query disambiguation},
journal = {World Wide Web},
volume = {16},
number = {1},
pages = {1--29},
year = {2013},
url = {https://doi.org/10.1007/s11280-011-0154-0},
doi = {10.1007/S11280-011-0154-0},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/www/AnastasiuGJK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/InterdonatoRTK13,
author = {Roberto Interdonato and
Salvatore Romeo and
Andrea Tagarelli and
George Karypis},
title = {A Versatile Graph-Based Approach to Package Recommendation},
booktitle = {25th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2013, Herndon, VA, USA, November 4-6, 2013},
pages = {857--864},
year = {2013},
crossref = {DBLP:conf/ictai/2013},
url = {https://doi.org/10.1109/ICTAI.2013.130},
doi = {10.1109/ICTAI.2013.130},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/InterdonatoRTK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/LasalleK13,
author = {Dominique Lasalle and
George Karypis},
title = {Multi-threaded Graph Partitioning},
booktitle = {27th {IEEE} International Symposium on Parallel and Distributed Processing,
{IPDPS} 2013, Cambridge, MA, USA, May 20-24, 2013},
pages = {225--236},
year = {2013},
crossref = {DBLP:conf/ipps/2013},
url = {https://doi.org/10.1109/IPDPS.2013.50},
doi = {10.1109/IPDPS.2013.50},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/LasalleK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KabburNK13,
author = {Santosh Kabbur and
Xia Ning and
George Karypis},
title = {{FISM:} factored item similarity models for top-N recommender systems},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {659--667},
year = {2013},
crossref = {DBLP:conf/kdd/2013},
url = {https://doi.org/10.1145/2487575.2487589},
doi = {10.1145/2487575.2487589},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KabburNK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JiangK13,
author = {Zhonghua Jiang and
George Karypis},
title = {{AREM:} {A} Novel Associative Regression Model Based on {EM} Algorithm},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {I}},
pages = {459--470},
year = {2013},
crossref = {DBLP:conf/pakdd/2013-1},
url = {https://doi.org/10.1007/978-3-642-37453-1\_38},
doi = {10.1007/978-3-642-37453-1\_38},
timestamp = {Sun, 02 Nov 2025 21:27:28 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/JiangK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/LaSalleK13,
author = {Dominique LaSalle and
George Karypis},
title = {{BDMPI:} conquering BigData with small clusters using {MPI}},
booktitle = {Proceedings of the 2013 International Workshop on Data-Intensive Scalable
Computing Systems, {DISCS} 2013, Denver, Colorado, USA, November 18,
2013},
pages = {19--24},
year = {2013},
crossref = {DBLP:conf/sc/2013discs},
url = {https://doi.org/10.1145/2534645.2534652},
doi = {10.1145/2534645.2534652},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/LaSalleK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal13/AnastasiuTK13,
author = {David C. Anastasiu and
Andrea Tagarelli and
George Karypis},
title = {Document Clustering: The Next Frontier},
booktitle = {Data Clustering: Algorithms and Applications},
pages = {305--338},
year = {2013},
crossref = {DBLP:books/crc/aggarwal2013},
timestamp = {Thu, 12 Mar 2020 11:24:04 +0100},
biburl = {https://dblp.org/rec/books/crc/aggarwal13/AnastasiuTK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2013,
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://ieeexplore.ieee.org/xpl/conhome/6724379/proceeding},
isbn = {978-0-7695-5108-1},
timestamp = {Wed, 29 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2013w,
editor = {Wei Ding and
Takashi Washio and
Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, TX, USA, December 7-10, 2013},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://ieeexplore.ieee.org/xpl/conhome/6732242/proceeding},
isbn = {978-0-7695-5109-8},
timestamp = {Wed, 29 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2013w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2013bio,
editor = {Gaurav Pandey and
Huzefa Rangwala and
George Karypis and
Jake Yue Chen and
Mohammed Javeed Zaki},
title = {Proceedings of the 12th International Workshop on Data Mining in Bioinformatics,
{BIOKDD} 2013, Chicago, IL, USA, August 11, 2013},
publisher = {{ACM}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2500863},
isbn = {978-1-4503-2327-7},
timestamp = {Mon, 20 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2013bio.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2013,
editor = {Qiang Yang and
Irwin King and
Qing Li and
Pearl Pu and
George Karypis},
title = {Seventh {ACM} Conference on Recommender Systems, RecSys '13, Hong
Kong, China, October 12-16, 2013},
publisher = {{ACM}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2507157},
isbn = {978-1-4503-2409-0},
timestamp = {Wed, 14 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhuangKNHS12,
author = {Fuzhen Zhuang and
George Karypis and
Xia Ning and
Qing He and
Zhongzhi Shi},
title = {Multi-view learning via probabilistic latent semantic analysis},
journal = {Inf. Sci.},
volume = {199},
pages = {20--30},
year = {2012},
url = {https://doi.org/10.1016/j.ins.2012.02.058},
doi = {10.1016/J.INS.2012.02.058},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZhuangKNHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/NingWK12,
author = {Xia Ning and
Michael A. Walters and
George Karypis},
title = {Improved Machine Learning Models for Predicting Selective Compounds},
journal = {J. Chem. Inf. Model.},
volume = {52},
number = {1},
pages = {38--50},
year = {2012},
url = {https://doi.org/10.1021/ci200346b},
doi = {10.1021/CI200346B},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/NingWK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/NingWK12a,
author = {Xia Ning and
Michael A. Walters and
George Karypis},
title = {Improved Machine Learning Models for Predicting Selective Compounds},
journal = {J. Chem. Inf. Model.},
volume = {52},
number = {5},
pages = {1411},
year = {2012},
url = {https://doi.org/10.1021/ci300201j},
doi = {10.1021/CI300201J},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/NingWK12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/AhmedK12,
author = {Rezwan Ahmed and
George Karypis},
title = {Algorithms for mining the evolution of conserved relational states
in dynamic networks},
journal = {Knowl. Inf. Syst.},
volume = {33},
number = {3},
pages = {603--630},
year = {2012},
url = {https://doi.org/10.1007/s10115-012-0537-2},
doi = {10.1007/S10115-012-0537-2},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/AhmedK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/KauffmanK12,
author = {Christopher Kauffman and
George Karypis},
title = {Computational tools for protein-DNA interactions},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {2},
number = {1},
pages = {14--28},
year = {2012},
url = {https://doi.org/10.1002/widm.48},
doi = {10.1002/WIDM.48},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/KauffmanK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/IversonKK12,
author = {Jeremy Iverson and
Chandrika Kamath and
George Karypis},
title = {Fast and Effective Lossy Compression Algorithms for Scientific Datasets},
booktitle = {Euro-Par 2012 Parallel Processing - 18th International Conference,
Euro-Par 2012, Rhodes Island, Greece, August 27-31, 2012. Proceedings},
pages = {843--856},
year = {2012},
crossref = {DBLP:conf/europar/2012},
url = {https://doi.org/10.1007/978-3-642-32820-6\_83},
doi = {10.1007/978-3-642-32820-6\_83},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/europar/IversonKK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/NingK12,
author = {Xia Ning and
George Karypis},
title = {Sparse linear methods with side information for top-n recommendations},
booktitle = {Sixth {ACM} Conference on Recommender Systems, RecSys '12, Dublin,
Ireland, September 9-13, 2012},
pages = {155--162},
year = {2012},
crossref = {DBLP:conf/recsys/2012},
url = {https://doi.org/10.1145/2365952.2365983},
doi = {10.1145/2365952.2365983},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/NingK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/PontiTK12,
author = {Giovanni Ponti and
Andrea Tagarelli and
George Karypis},
title = {Topic Modeling for Segment-based Documents},
booktitle = {Twentieth Italian Symposium on Advanced Database Systems, {SEBD} 2012,
Venice, Italy, June 24-27, 2012, Proceedings},
pages = {205--212},
year = {2012},
crossref = {DBLP:conf/sebd/2012},
url = {http://sebd2012.dei.unipd.it/documents/188475/7116b4fb-200e-437b-a877-abaf217ddab1},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sebd/PontiTK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/NingK12,
author = {Xia Ning and
George Karypis},
title = {Sparse linear methods with side information for Top-N recommendations},
booktitle = {Proceedings of the 21st World Wide Web Conference, {WWW} 2012, Lyon,
France, April 16-20, 2012 (Companion Volume)},
pages = {581--582},
year = {2012},
crossref = {DBLP:conf/www/2012c},
url = {https://doi.org/10.1145/2187980.2188137},
doi = {10.1145/2187980.2188137},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/NingK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adma/2012,
editor = {Shuigeng Zhou and
Songmao Zhang and
George Karypis},
title = {Advanced Data Mining and Applications, 8th International Conference,
{ADMA} 2012, Nanjing, China, December 15-18, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7713},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35527-1},
doi = {10.1007/978-3-642-35527-1},
isbn = {978-3-642-35526-4},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adma/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/NingWK11,
author = {Xia Ning and
Michael A. Walters and
George Karypis},
title = {Improved machine learning models for predicting selective compounds},
booktitle = {{ACM} International Conference on Bioinformatics, Computational Biology
and Biomedicine, BCB' 11, Chicago, IL, {USA} - July 31 - August 03,
2011},
pages = {106--115},
year = {2011},
crossref = {DBLP:conf/bcb/2011},
url = {https://doi.org/10.1145/2147805.2147817},
doi = {10.1145/2147805.2147817},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bcb/NingWK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/JiangK11,
author = {Zhonghua Jiang and
George Karypis},
title = {Automatic detection of vaccine adverse reactions by incorporating
historical medical conditions},
booktitle = {{ACM} International Conference on Bioinformatics, Computational Biology
and Biomedicine, BCB' 11, Chicago, IL, {USA} - July 31 - August 03,
2011},
pages = {547--549},
year = {2011},
crossref = {DBLP:conf/bcb/2011},
url = {https://doi.org/10.1145/2147805.2147896},
doi = {10.1145/2147805.2147896},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bcb/JiangK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/PontiTK11,
author = {Giovanni Ponti and
Andrea Tagarelli and
George Karypis},
title = {A Statistical Model for Topically Segmented Documents},
booktitle = {Discovery Science - 14th International Conference, {DS} 2011, Espoo,
Finland, October 5-7, 2011. Proceedings},
pages = {247--261},
year = {2011},
crossref = {DBLP:conf/dis/2011},
url = {https://doi.org/10.1007/978-3-642-24477-3\_21},
doi = {10.1007/978-3-642-24477-3\_21},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/PontiTK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AhmedK11,
author = {Rezwan Ahmed and
George Karypis},
title = {Algorithms for Mining the Evolution of Conserved Relational States
in Dynamic Networks},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {1--10},
year = {2011},
crossref = {DBLP:conf/icdm/2011},
url = {https://doi.org/10.1109/ICDM.2011.20},
doi = {10.1109/ICDM.2011.20},
timestamp = {Sat, 01 Mar 2025 10:58:19 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AhmedK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NingK11,
author = {Xia Ning and
George Karypis},
title = {{SLIM:} Sparse Linear Methods for Top-N Recommender Systems},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {497--506},
year = {2011},
crossref = {DBLP:conf/icdm/2011},
url = {https://doi.org/10.1109/ICDM.2011.134},
doi = {10.1109/ICDM.2011.134},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NingK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/rsh/DesrosiersK11,
author = {Christian Desrosiers and
George Karypis},
title = {A Comprehensive Survey of Neighborhood-based Recommendation Methods},
booktitle = {Recommender Systems Handbook},
pages = {107--144},
year = {2011},
crossref = {DBLP:reference/rsh/2011},
url = {https://doi.org/10.1007/978-0-387-85820-3\_4},
doi = {10.1007/978-0-387-85820-3\_4},
timestamp = {Mon, 16 Sep 2019 15:22:30 +0200},
biburl = {https://dblp.org/rec/reference/rsh/DesrosiersK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/parallel/Karypis11,
author = {George Karypis},
title = {{METIS} and ParMETIS},
booktitle = {Encyclopedia of Parallel Computing},
pages = {1117--1124},
year = {2011},
crossref = {DBLP:reference/parallel/2011},
url = {https://doi.org/10.1007/978-0-387-09766-4\_500},
doi = {10.1007/978-0-387-09766-4\_500},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/parallel/Karypis11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/AhmedRK10,
author = {Rezwan Ahmed and
Huzefa Rangwala and
George Karypis},
title = {Toptmh: Topology Predictor for transmembrane alpha-helices},
journal = {J. Bioinform. Comput. Biol.},
volume = {8},
number = {1},
pages = {39--57},
year = {2010},
url = {https://doi.org/10.1142/S0219720010004501},
doi = {10.1142/S0219720010004501},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbcb/AhmedRK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/PodolyanWK10,
author = {Yevgeniy Podolyan and
Michael A. Walters and
George Karypis},
title = {Assessing Synthetic Accessibility of Chemical Compounds Using Machine
Learning Methods},
journal = {J. Chem. Inf. Model.},
volume = {50},
number = {6},
pages = {979--991},
year = {2010},
url = {https://doi.org/10.1021/ci900301v},
doi = {10.1021/CI900301V},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/PodolyanWK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KabburHK10,
author = {Santosh Kabbur and
Eui{-}Hong Han and
George Karypis},
title = {Content-Based Methods for Predicting Web-Site Demographic Attributes},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {863--868},
year = {2010},
crossref = {DBLP:conf/icdm/2010},
url = {https://doi.org/10.1109/ICDM.2010.97},
doi = {10.1109/ICDM.2010.97},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KabburHK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/KarypisAB10,
author = {George Karypis and
Srinivas Aluru and
David A. Bader},
title = {Message from the workshop chairs},
booktitle = {24th {IEEE} International Symposium on Parallel and Distributed Processing,
{IPDPS} 2010, Atlanta, Georgia, USA, 19-23 April 2010 - Workshop Proceedings},
pages = {1--2},
year = {2010},
crossref = {DBLP:conf/ipps/2010w},
url = {https://doi.org/10.1109/IPDPSW.2010.5470902},
doi = {10.1109/IPDPSW.2010.5470902},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/KarypisAB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlg/DesrosiersK10,
author = {Christian Desrosiers and
George Karypis},
title = {Enhancing link-based similarity through the use of non-numerical labels
and prior information},
booktitle = {Proceedings of the Eighth Workshop on Mining and Learning with Graphs,
{MLG} '10, Washington, D.C., USA, July 24-25, 2010},
pages = {26--33},
year = {2010},
crossref = {DBLP:conf/mlg/2010},
url = {https://doi.org/10.1145/1830252.1830256},
doi = {10.1145/1830252.1830256},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlg/DesrosiersK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/DesrosiersK10,
author = {Christian Desrosiers and
George Karypis},
title = {A Novel Approach to Compute Similarities and Its Application to Item
Recommendation},
booktitle = {{PRICAI} 2010: Trends in Artificial Intelligence, 11th Pacific Rim
International Conference on Artificial Intelligence, Daegu, Korea,
August 30-September 2, 2010. Proceedings},
pages = {39--51},
year = {2010},
crossref = {DBLP:conf/pricai/2010},
url = {https://doi.org/10.1007/978-3-642-15246-7\_7},
doi = {10.1007/978-3-642-15246-7\_7},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/pricai/DesrosiersK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/NingK10,
author = {Xia Ning and
George Karypis},
title = {Multi-task Learning for Recommender System},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
pages = {269--284},
year = {2010},
crossref = {DBLP:conf/acml/2010},
url = {http://proceedings.mlr.press/v13/ning10a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NingK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/WaleNK10,
author = {Nikil Wale and
Xia Ning and
George Karypis},
title = {Trends in Chemical Graph Data Mining},
booktitle = {Managing and Mining Graph Data},
pages = {581--606},
year = {2010},
crossref = {DBLP:series/ads/2010-40},
url = {https://doi.org/10.1007/978-1-4419-6045-0\_19},
doi = {10.1007/978-1-4419-6045-0\_19},
timestamp = {Tue, 16 May 2017 14:24:24 +0200},
biburl = {https://dblp.org/rec/series/ads/WaleNK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/ZhaoK10,
author = {Ying Zhao and
George Karypis},
title = {Document Clustering},
booktitle = {Encyclopedia of Machine Learning},
pages = {293--298},
year = {2010},
crossref = {DBLP:reference/ml/2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_231},
doi = {10.1007/978-0-387-30164-8\_231},
timestamp = {Mon, 18 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/ml/ZhaoK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/KauffmanK09,
author = {Christopher Kauffman and
George Karypis},
title = {{LIBRUS:} combined machine learning and homology information for sequence-based
ligand-binding residue prediction},
journal = {Bioinform.},
volume = {25},
number = {23},
pages = {3099--3107},
year = {2009},
url = {https://doi.org/10.1093/bioinformatics/btp561},
doi = {10.1093/BIOINFORMATICS/BTP561},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/KauffmanK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/RangwalaKK09,
author = {Huzefa Rangwala and
Christopher Kauffman and
George Karypis},
title = {\emph{svm}PRAT: SVM-based Protein Residue Annotation Toolkit},
journal = {{BMC} Bioinform.},
volume = {10},
pages = {439},
year = {2009},
url = {https://doi.org/10.1186/1471-2105-10-439},
doi = {10.1186/1471-2105-10-439},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/RangwalaKK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WangZZKA09,
author = {Jianyong Wang and
Yuzhou Zhang and
Lizhu Zhou and
George Karypis and
Charu C. Aggarwal},
title = {{CONTOUR:} an efficient algorithm for discovering discriminating subsequences},
journal = {Data Min. Knowl. Discov.},
volume = {18},
number = {1},
pages = {1--29},
year = {2009},
url = {https://doi.org/10.1007/s10618-008-0100-7},
doi = {10.1007/S10618-008-0100-7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/WangZZKA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/PodolyanK09,
author = {Yevgeniy Podolyan and
George Karypis},
title = {Common Pharmacophore Identification Using Frequent Clique Detection
Algorithm},
journal = {J. Chem. Inf. Model.},
volume = {49},
number = {1},
pages = {13--21},
year = {2009},
url = {https://doi.org/10.1021/ci8002478},
doi = {10.1021/CI8002478},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/PodolyanK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/WaleK09,
author = {Nikil Wale and
George Karypis},
title = {Target Fishing for Chemical Compounds Using Target-Ligand Activity
Data and Ranking Based Methods},
journal = {J. Chem. Inf. Model.},
volume = {49},
number = {10},
pages = {2190--2201},
year = {2009},
url = {https://doi.org/10.1021/ci9000376},
doi = {10.1021/CI9000376},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/WaleK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/NingRK09,
author = {Xia Ning and
Huzefa Rangwala and
George Karypis},
title = {Multi-Assay-Based Structure-Activity Relationship Models: Improving
Structure-Activity Relationship Models by Incorporating Activity Information
from Related Targets},
journal = {J. Chem. Inf. Model.},
volume = {49},
number = {11},
pages = {2444--2456},
year = {2009},
url = {https://doi.org/10.1021/ci900182q},
doi = {10.1021/CI900182Q},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/NingRK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlg/DesrosiersK09,
author = {Christian Desrosiers and
George Karypis},
title = {Within-network Classification Using Local Structure Similarity},
booktitle = {Proceedings of the Joint 7th Workshop on Mining and Learning with
Graphs and the 6th International Workshop on Statistical Relational
Learning, MLG/SRL@ILP 2009, Leuven, Belgium, July 2-4, 2009},
year = {2009},
crossref = {DBLP:conf/mlg/2009},
url = {https://dtai.cs.kuleuven.be/events/ilp-mlg-srl/USBStick/papers/MLG09-21.pdf},
timestamp = {Wed, 09 Apr 2025 14:43:01 +0200},
biburl = {https://dblp.org/rec/conf/mlg/DesrosiersK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/RangwalaKK09,
author = {Huzefa Rangwala and
Christopher Kauffman and
George Karypis},
title = {A Kernel Framework for Protein Residue Annotation},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
pages = {439--451},
year = {2009},
crossref = {DBLP:conf/pakdd/2009},
url = {https://doi.org/10.1007/978-3-642-01307-2\_40},
doi = {10.1007/978-3-642-01307-2\_40},
timestamp = {Fri, 25 Dec 2020 01:15:13 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/RangwalaKK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DesrosiersK09,
author = {Christian Desrosiers and
George Karypis},
title = {Within-Network Classification Using Local Structure Similarity},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {I}},
pages = {260--275},
year = {2009},
crossref = {DBLP:conf/pkdd/2009-1},
url = {https://doi.org/10.1007/978-3-642-04180-8\_34},
doi = {10.1007/978-3-642-04180-8\_34},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DesrosiersK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NingK09,
author = {Xia Ning and
George Karypis},
title = {The Set Classification Problem and Solution Methods},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {847--858},
year = {2009},
crossref = {DBLP:conf/sdm/2009},
url = {https://doi.org/10.1137/1.9781611972795.73},
doi = {10.1137/1.9781611972795.73},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NingK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/tf/09/KamathWKPKRSBKPY09,
author = {Chandrika Kamath and
Nikil Wale and
George Karypis and
Gaurav Pandey and
Vipin Kumar and
Krishna Rajan and
Nagiza F. Samatova and
Paul Breimyer and
Guruprasad Kora and
Chongle Pan and
Srikanth B. Yoginath},
title = {Scientific Data Analysis},
booktitle = {Scientific Data Management - Challenges, Technology, and Deployment},
year = {2009},
crossref = {DBLP:books/tf/09/SRO2009},
url = {https://doi.org/10.1201/9781420069815-c8},
doi = {10.1201/9781420069815-C8},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/tf/09/KamathWKPKRSBKPY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/ZhaoK09,
author = {Ying Zhao and
George Karypis},
title = {Document Clustering},
booktitle = {Encyclopedia of Database Systems},
pages = {933--937},
year = {2009},
crossref = {DBLP:reference/db/2009},
url = {https://doi.org/10.1007/978-0-387-39940-9\_1479},
doi = {10.1007/978-0-387-39940-9\_1479},
timestamp = {Mon, 18 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/db/ZhaoK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/WaleWK08,
author = {Nikil Wale and
Ian A. Watson and
George Karypis},
title = {Indirect Similarity Based Methods for Effective Scaffold-Hopping in
Chemical Compounds},
journal = {J. Chem. Inf. Model.},
volume = {48},
number = {4},
pages = {730--741},
year = {2008},
url = {https://doi.org/10.1021/ci700369e},
doi = {10.1021/CI700369E},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/WaleWK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WaleWK08,
author = {Nikil Wale and
Ian A. Watson and
George Karypis},
title = {Comparison of descriptor spaces for chemical compound retrieval and
classification},
journal = {Knowl. Inf. Syst.},
volume = {14},
number = {3},
pages = {347--375},
year = {2008},
url = {https://doi.org/10.1007/s10115-007-0103-5},
doi = {10.1007/S10115-007-0103-5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/WaleWK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/RashidKR08,
author = {Al Mamunur Rashid and
George Karypis and
John Riedl},
title = {Learning preferences of new users in recommender systems: an information
theoretic approach},
journal = {{SIGKDD} Explor.},
volume = {10},
number = {2},
pages = {90--100},
year = {2008},
url = {https://doi.org/10.1145/1540276.1540302},
doi = {10.1145/1540276.1540302},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/RashidKR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZakiKYW08,
author = {Mohammed J. Zaki and
George Karypis and
Jiong Yang and
Wei Wang},
title = {Introduction to special issue on bioinformatics},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {2},
number = {1},
pages = {1:1},
year = {2008},
url = {https://doi.org/10.1145/1342320.1342321},
doi = {10.1145/1342320.1342321},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZakiKYW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apbc/RangwalaK08,
author = {Huzefa Rangwala and
George Karypis},
title = {fRMSDAlign: Protein Sequence Alignment Using Predicted Local Structure
Information for Pairs with Low Sequence Identity},
booktitle = {Proceedings of the 6th Asia-Pacific Bioinformatics Conference, {APBC}
2008, 14-17 January 2008, Kyoto, Japan},
pages = {111--122},
year = {2008},
crossref = {DBLP:conf/apbc/2008},
url = {http://www.comp.nus.edu.sg/\%7Ewongls/psZ/apbc2008/apbc011a.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apbc/RangwalaK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ZhangRK08,
author = {Ruinan Zhang and
Huzefa Rangwala and
George Karypis},
title = {Genome Alignments Using {MPI-LAGAN}},
booktitle = {2008 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2008, Philadephia, Pennsylvania, USA, November 3-5, 2008},
pages = {437--440},
year = {2008},
crossref = {DBLP:conf/bibm/2008},
url = {https://doi.org/10.1109/BIBM.2008.8},
doi = {10.1109/BIBM.2008.8},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/ZhangRK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/MoulitsasK08,
author = {Irene Moulitsas and
George Karypis},
title = {Architecture Aware Partitioning Algorithms},
booktitle = {Algorithms and Architectures for Parallel Processing, 8th International
Conference, {ICA3PP} 2008, Cyprus, June 9-11, 2008, Proceedings},
pages = {42--53},
year = {2008},
crossref = {DBLP:conf/ica3pp/2008},
url = {https://doi.org/10.1007/978-3-540-69501-1\_6},
doi = {10.1007/978-3-540-69501-1\_6},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/ica3pp/MoulitsasK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NingK08,
author = {Xia Ning and
George Karypis},
title = {The Set Classification Problem and Solution Methods},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {720--729},
year = {2008},
crossref = {DBLP:conf/icdm/2008w},
url = {https://doi.org/10.1109/ICDMW.2008.113},
doi = {10.1109/ICDMW.2008.113},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NingK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AhmedRK08,
author = {Rezwan Ahmed and
Huzefa Rangwala and
George Karypis},
title = {{TOPTMH:} Topology Predictor for Transmembrane alpha-Helices},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {I}},
pages = {23--38},
year = {2008},
crossref = {DBLP:conf/pkdd/2008-1},
url = {https://doi.org/10.1007/978-3-540-87479-9\_20},
doi = {10.1007/978-3-540-87479-9\_20},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AhmedRK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/KauffmanK08,
author = {Christopher Kauffman and
George Karypis},
title = {An Analysis of Information Content Present in Protein-DNA Interactions},
booktitle = {Biocomputing 2008, Proceedings of the Pacific Symposium, Kohala Coast,
Hawaii, USA, 4-8 January 2008},
pages = {477--488},
year = {2008},
crossref = {DBLP:conf/psb/2008},
url = {http://psb.stanford.edu/psb-online/proceedings/psb08/kauffman.pdf},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/psb/KauffmanK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/almob/ZakiKY07,
author = {Mohammed J. Zaki and
George Karypis and
Jiong Yang},
title = {Data Mining in Bioinformatics {(BIOKDD)}},
journal = {Algorithms Mol. Biol.},
volume = {2},
year = {2007},
url = {https://doi.org/10.1186/1748-7188-2-4},
doi = {10.1186/1748-7188-2-4},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/almob/ZakiKY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/RangwalaK07,
author = {Huzefa Rangwala and
George Karypis},
title = {Incremental window-based protein sequence alignment algorithms},
journal = {Bioinform.},
volume = {23},
number = {2},
pages = {17--23},
year = {2007},
url = {https://doi.org/10.1093/bioinformatics/btl297},
doi = {10.1093/BIOINFORMATICS/BTL297},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/RangwalaK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/KuramochiK07,
author = {Michihiro Kuramochi and
George Karypis},
title = {Discovering frequent geometric subgraphs},
journal = {Inf. Syst.},
volume = {32},
number = {8},
pages = {1101--1120},
year = {2007},
url = {https://doi.org/10.1016/j.is.2005.05.005},
doi = {10.1016/J.IS.2005.05.005},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/KuramochiK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/DeronneK07,
author = {Kevin W. DeRonne and
George Karypis},
title = {Effective Optimization Algorithms for Fragment-Assembly Based protein
Structure Prediction},
journal = {J. Bioinform. Comput. Biol.},
volume = {5},
number = {2a},
pages = {335--352},
year = {2007},
url = {https://doi.org/10.1142/S0219720007002618},
doi = {10.1142/S0219720007002618},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbcb/DeronneK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jis/KostoffRCSSWLKMT07,
author = {Ronald N. Kostoff and
J. Antonio del R{\'{\i}}o and
H{\'{e}}ctor D. Cort{\'{e}}s and
Charles Smith and
Andrew Smith and
Caroline S. Wagner and
Loet Leydesdorff and
George Karypis and
Guido Malpohl and
Rene Tshiteya},
title = {Clustering methodologies for identifying country core competencies},
journal = {J. Inf. Sci.},
volume = {33},
number = {1},
pages = {21--40},
year = {2007},
url = {https://doi.org/10.1177/0165551506067124},
doi = {10.1177/0165551506067124},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jis/KostoffRCSSWLKMT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/ZengWZK07,
author = {Zhiping Zeng and
Jianyong Wang and
Lizhu Zhou and
George Karypis},
title = {Out-of-core coherent closed quasi-clique mining from large dense graph
databases},
journal = {{ACM} Trans. Database Syst.},
volume = {32},
number = {2},
pages = {13},
year = {2007},
url = {https://doi.org/10.1145/1242524.1242530},
doi = {10.1145/1242524.1242530},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tods/ZengWZK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/ReinhardtK07,
author = {Steven P. Reinhardt and
George Karypis},
title = {A Multi-Level Parallel Implementation of a Program for Finding Frequent
Patterns in a Large Sparse Graph},
booktitle = {21th International Parallel and Distributed Processing Symposium {(IPDPS}
2007), Proceedings, 26-30 March 2007, Long Beach, California, {USA}},
pages = {1--8},
year = {2007},
crossref = {DBLP:conf/ipps/2007},
url = {https://doi.org/10.1109/IPDPS.2007.370404},
doi = {10.1109/IPDPS.2007.370404},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/ReinhardtK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangZZKA07,
author = {Jianyong Wang and
Yuzhou Zhang and
Lizhu Zhou and
George Karypis and
Charu C. Aggarwal},
title = {Discriminating Subsequence Discovery for Sequence Clustering},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {605--610},
year = {2007},
crossref = {DBLP:conf/sdm/2007},
url = {https://doi.org/10.1137/1.9781611972771.69},
doi = {10.1137/1.9781611972771.69},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangZZKA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/RangwalaK06,
author = {Huzefa Rangwala and
George Karypis},
title = {Building multiclass classifiers for remote homology detection and
fold recognition},
journal = {{BMC} Bioinform.},
volume = {7},
pages = {455},
year = {2006},
url = {https://doi.org/10.1186/1471-2105-7-455},
doi = {10.1186/1471-2105-7-455},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/RangwalaK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WangK06,
author = {Jianyong Wang and
George Karypis},
title = {On efficiently summarizing categorical databases},
journal = {Knowl. Inf. Syst.},
volume = {9},
number = {1},
pages = {19--37},
year = {2006},
url = {https://doi.org/10.1007/s10115-005-0216-7},
doi = {10.1007/S10115-005-0216-7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/WangK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/ZakiKY06,
author = {Mohammed J. Zaki and
George Karypis and
Jiong Yang},
title = {{BIOKDD06:} data mining in Bioinformatics},
journal = {{SIGKDD} Explor.},
volume = {8},
number = {2},
pages = {78},
year = {2006},
url = {https://doi.org/10.1145/1233321.1233331},
doi = {10.1145/1233321.1233331},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/ZakiKY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/SelvakkumaranK06,
author = {Navaratnasothie Selvakkumaran and
George Karypis},
title = {Multiobjective hypergraph-partitioning algorithms for cut and maximum
subdomain-degree minimization},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {25},
number = {3},
pages = {504--517},
year = {2006},
url = {https://doi.org/10.1109/TCAD.2005.854637},
doi = {10.1109/TCAD.2005.854637},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/SelvakkumaranK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangK06,
author = {Jianyong Wang and
George Karypis},
title = {On Mining Instance-Centric Classification Rules},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {18},
number = {11},
pages = {1497--1511},
year = {2006},
url = {https://doi.org/10.1109/TKDE.2006.179},
doi = {10.1109/TKDE.2006.179},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WaleK06,
author = {Nikil Wale and
George Karypis},
title = {Comparison of Descriptor Spaces for Chemical Compound Retrieval and
Classification},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {678--689},
year = {2006},
crossref = {DBLP:conf/icdm/2006},
url = {https://doi.org/10.1109/ICDM.2006.39},
doi = {10.1109/ICDM.2006.39},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WaleK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/Abou-RjeiliK06,
author = {Amine Abou{-}Rjeili and
George Karypis},
title = {Multilevel algorithms for partitioning power-law graphs},
booktitle = {20th International Parallel and Distributed Processing Symposium {(IPDPS}
2006), Proceedings, 25-29 April 2006, Rhodes Island, Greece},
year = {2006},
crossref = {DBLP:conf/ipps/2006},
url = {https://doi.org/10.1109/IPDPS.2006.1639360},
doi = {10.1109/IPDPS.2006.1639360},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/Abou-RjeiliK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RashidLLKR06,
author = {Al Mamunur Rashid and
Shyong K. Lam and
Adam LaPitz and
George Karypis and
John Riedl},
title = {Towards a Scalable \emph{k} {NN} {CF} Algorithm: Exploring Effective
Applications of Clustering},
booktitle = {Advances in Web Mining and Web Usage Analysis, 8th International Workshop
on Knowledge Discovery on the Web, WebKDD 2006, Philadelphia, PA,
USA, August 20, 2006, Revised Papers},
pages = {147--166},
year = {2006},
crossref = {DBLP:conf/kdd/2006web},
url = {https://doi.org/10.1007/978-3-540-77485-3\_9},
doi = {10.1007/978-3-540-77485-3\_9},
timestamp = {Mon, 20 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RashidLLKR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZengWZK06,
author = {Zhiping Zeng and
Jianyong Wang and
Lizhu Zhou and
George Karypis},
title = {Coherent closed quasi-clique discovery from large dense graph databases},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {797--802},
year = {2006},
crossref = {DBLP:conf/kdd/2006},
url = {https://doi.org/10.1145/1150402.1150506},
doi = {10.1145/1150402.1150506},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZengWZK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/ZhaoK06,
author = {Ying Zhao and
George Karypis},
title = {Criterion Functions for Clustering on High-Dimensional Data},
booktitle = {Grouping Multidimensional Data - Recent Advances in Clustering},
pages = {211--237},
year = {2006},
crossref = {DBLP:books/daglib/0015184},
url = {https://doi.org/10.1007/3-540-28349-8\_8},
doi = {10.1007/3-540-28349-8\_8},
timestamp = {Mon, 18 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/daglib/p/ZhaoK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/siam/06/DevineBK06,
author = {Karen D. Devine and
Erik G. Boman and
George Karypis},
title = {Partitioning and Load Balancing for Emerging Parallel Applications
and Architectures},
booktitle = {Parallel Processing for Scientific Computing},
pages = {99--126},
year = {2006},
crossref = {DBLP:books/siam/06/HRS2006},
url = {https://doi.org/10.1137/1.9780898718133.ch6},
doi = {10.1137/1.9780898718133.CH6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/siam/06/DevineBK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/RangwalaK05,
author = {Huzefa Rangwala and
George Karypis},
title = {Profile-based direct kernels for remote homology detection and fold
recognition},
journal = {Bioinform.},
volume = {21},
number = {23},
pages = {4239--4247},
year = {2005},
url = {https://doi.org/10.1093/bioinformatics/bti687},
doi = {10.1093/BIOINFORMATICS/BTI687},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/RangwalaK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhaoKF05,
author = {Ying Zhao and
George Karypis and
Usama M. Fayyad},
title = {Hierarchical Clustering Algorithms for Document Datasets},
journal = {Data Min. Knowl. Discov.},
volume = {10},
number = {2},
pages = {141--168},
year = {2005},
url = {https://doi.org/10.1007/s10618-005-0361-3},
doi = {10.1007/S10618-005-0361-3},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ZhaoKF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SenoK05,
author = {Masakazu Seno and
George Karypis},
title = {Finding Frequent Patterns Using Length-Decreasing Support Constraints},
journal = {Data Min. Knowl. Discov.},
volume = {10},
number = {3},
pages = {197--228},
year = {2005},
url = {https://doi.org/10.1007/s10618-005-0364-0},
doi = {10.1007/S10618-005-0364-0},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SenoK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KuramochiK05,
author = {Michihiro Kuramochi and
George Karypis},
title = {Finding Frequent Patterns in a Large Sparse Graph\({}^{\mbox{*}}\)},
journal = {Data Min. Knowl. Discov.},
volume = {11},
number = {3},
pages = {243--271},
year = {2005},
url = {https://doi.org/10.1007/s10618-005-0003-9},
doi = {10.1007/S10618-005-0003-9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/KuramochiK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/KuramochiK05,
author = {Michihiro Kuramochi and
George Karypis},
title = {Gene Classification Using Expression Profiles: {A} Feasibility Study},
journal = {Int. J. Artif. Intell. Tools},
volume = {14},
number = {4},
pages = {641--660},
year = {2005},
url = {https://doi.org/10.1142/S0218213005002302},
doi = {10.1142/S0218213005002302},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/KuramochiK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/ZhaoK05,
author = {Ying Zhao and
George Karypis},
title = {Prediction of Contact Maps Using Support Vector Machines},
journal = {Int. J. Artif. Intell. Tools},
volume = {14},
number = {5},
pages = {849--866},
year = {2005},
url = {https://doi.org/10.1142/S0218213005002429},
doi = {10.1142/S0218213005002429},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/ZhaoK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DeshpandeKWK05,
author = {Mukund Deshpande and
Michihiro Kuramochi and
Nikil Wale and
George Karypis},
title = {Frequent Substructure-Based Approaches for Classifying Chemical Compounds},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {17},
number = {8},
pages = {1036--1050},
year = {2005},
url = {https://doi.org/10.1109/TKDE.2005.127},
doi = {10.1109/TKDE.2005.127},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/DeshpandeKWK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/MayerRGSKKG05,
author = {Benjamin W. Mayer and
Huzefa Rangwala and
Rohit Gupta and
Jaideep Srivastava and
George Karypis and
Vipin Kumar and
Piet C. de Groen},
title = {Feature Mining for Prediction of Degree of Liver Fibrosis},
booktitle = {{AMIA} 2005, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, October 22-26, 2005},
year = {2005},
crossref = {DBLP:conf/amia/2005},
url = {https://knowledge.amia.org/amia-55142-a2005a-1.613296/t-002-1.615605/f-001-1.615606/a-345-1.615646/a-346-1.615643},
timestamp = {Wed, 17 Apr 2024 11:48:22 +0200},
biburl = {https://dblp.org/rec/conf/amia/MayerRGSKKG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HanK05,
author = {Eui{-}Hong Han and
George Karypis},
title = {Feature-based recommendation system},
booktitle = {Proceedings of the 2005 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Bremen, Germany, October 31 - November 5,
2005},
pages = {446--452},
year = {2005},
crossref = {DBLP:conf/cikm/2005},
url = {https://doi.org/10.1145/1099554.1099683},
doi = {10.1145/1099554.1099683},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HanK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icail/ConradAZK05,
author = {Jack G. Conrad and
Khalid Al{-}Kofahi and
Ying Zhao and
George Karypis},
title = {Effective Document Clustering for Large Heterogeneous Law Firm Collections},
booktitle = {The Tenth International Conference on Artificial Intelligence and
Law, Proceedings of the Conference, June 6-11, 2005, Bologna, Italy},
pages = {177--187},
year = {2005},
crossref = {DBLP:conf/icail/2005},
url = {https://doi.org/10.1145/1165485.1165513},
doi = {10.1145/1165485.1165513},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icail/ConradAZK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangK05,
author = {Jianyong Wang and
George Karypis},
title = {{HARMONY:} Efficiently Mining the Best Rules for Classification},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {205--216},
year = {2005},
crossref = {DBLP:conf/sdm/2005},
url = {https://doi.org/10.1137/1.9781611972757.19},
doi = {10.1137/1.9781611972757.19},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaoK05,
author = {Ying Zhao and
George Karypis},
title = {Topic-driven Clustering for Document Datasets},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {358--369},
year = {2005},
crossref = {DBLP:conf/sdm/2005},
url = {https://doi.org/10.1137/1.9781611972757.32},
doi = {10.1137/1.9781611972757.32},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaoK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RashidKR05,
author = {Al Mamunur Rashid and
George Karypis and
John Riedl},
title = {Influence in Ratings-Based Recommender Systems: An Algorithm-Independent
Approach},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {556--560},
year = {2005},
crossref = {DBLP:conf/sdm/2005},
url = {https://doi.org/10.1137/1.9781611972757.60},
doi = {10.1137/1.9781611972757.60},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RashidKR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/wang2005/DeshpandeKK05,
author = {Mukund Deshpande and
Michihiro Kuramochi and
George Karypis},
title = {Mining Chemical Compounds},
booktitle = {Data Mining in Bioinformatics},
pages = {189--215},
year = {2005},
crossref = {DBLP:books/sp/Wang05},
timestamp = {Thu, 11 Aug 2016 11:10:44 +0200},
biburl = {https://dblp.org/rec/books/sp/wang2005/DeshpandeKK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhaoK04,
author = {Ying Zhao and
George Karypis},
title = {Empirical and Theoretical Comparisons of Selected Criterion Functions
for Document Clustering},
journal = {Mach. Learn.},
volume = {55},
number = {3},
pages = {311--331},
year = {2004},
url = {https://doi.org/10.1023/B:MACH.0000027785.44527.d6},
doi = {10.1023/B:MACH.0000027785.44527.D6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhaoK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/GuralnikK04,
author = {Valerie Guralnik and
George Karypis},
title = {Parallel tree-projection-based sequence mining algorithms},
journal = {Parallel Comput.},
volume = {30},
number = {4},
pages = {443--472},
year = {2004},
url = {https://doi.org/10.1016/j.parco.2004.03.003},
doi = {10.1016/J.PARCO.2004.03.003},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pc/GuralnikK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KuramochiK04,
author = {Michihiro Kuramochi and
George Karypis},
title = {An Efficient Algorithm for Discovering Frequent Subgraphs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {16},
number = {9},
pages = {1038--1051},
year = {2004},
url = {https://doi.org/10.1109/TKDE.2004.33},
doi = {10.1109/TKDE.2004.33},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/KuramochiK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/DeshpandeK04,
author = {Mukund Deshpande and
George Karypis},
title = {Item-based top-\emph{N} recommendation algorithms},
journal = {{ACM} Trans. Inf. Syst.},
volume = {22},
number = {1},
pages = {143--177},
year = {2004},
url = {https://doi.org/10.1145/963770.963776},
doi = {10.1145/963770.963776},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/DeshpandeK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toit/DeshpandeK04,
author = {Mukund Deshpande and
George Karypis},
title = {Selective Markov models for predicting Web page accesses},
journal = {{ACM} Trans. Internet Techn.},
volume = {4},
number = {2},
pages = {163--184},
year = {2004},
url = {https://doi.org/10.1145/990301.990304},
doi = {10.1145/990301.990304},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/toit/DeshpandeK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoK04,
author = {Ying Zhao and
George Karypis},
title = {Soft clustering criterion functions for partitional document clustering:
a summary of results},
booktitle = {Proceedings of the 2004 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Washington, DC, USA, November 8-13, 2004},
pages = {246--247},
year = {2004},
crossref = {DBLP:conf/cikm/2004},
url = {https://doi.org/10.1145/1031171.1031225},
doi = {10.1145/1031171.1031225},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/SelvakkumaranRRK04,
author = {Navaratnasothie Selvakkumaran and
Abhishek Ranjan and
Salil Raje and
George Karypis},
title = {Multi-resource aware partitioning algorithms for FPGAs with heterogeneous
resources},
booktitle = {Proceedings of the 41th Design Automation Conference, {DAC} 2004,
San Diego, CA, USA, June 7-11, 2004},
pages = {741--746},
year = {2004},
crossref = {DBLP:conf/dac/2004},
url = {https://doi.org/10.1145/996566.996768},
doi = {10.1145/996566.996768},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/SelvakkumaranRRK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpga/SelvakkumaranRRK04,
author = {Navaratnasothie Selvakkumaran and
Abhishek Ranjan and
Salil Raje and
George Karypis},
title = {Multi-resource aware partitioning algorithms for FPGAs with heterogeneous
resources},
booktitle = {Proceedings of the {ACM/SIGDA} 12th International Symposium on Field
Programmable Gate Arrays, {FPGA} 2004, Monterey, California, USA,
February 22-24, 2004},
pages = {253},
year = {2004},
crossref = {DBLP:conf/fpga/2004},
url = {https://doi.org/10.1145/968280.968339},
doi = {10.1145/968280.968339},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fpga/SelvakkumaranRRK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangK04,
author = {Jianyong Wang and
George Karypis},
title = {{SUMMARY:} Efficiently Summarizing Transactions for Clustering},
booktitle = {Proceedings of the 4th {IEEE} International Conference on Data Mining
{(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
pages = {241--248},
year = {2004},
crossref = {DBLP:conf/icdm/2004},
url = {https://doi.org/10.1109/ICDM.2004.10105},
doi = {10.1109/ICDM.2004.10105},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KuramochiK04,
author = {Michihiro Kuramochi and
George Karypis},
title = {{GREW-A} Scalable Frequent Subgraph Discovery Algorithm},
booktitle = {Proceedings of the 4th {IEEE} International Conference on Data Mining
{(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
pages = {439--442},
year = {2004},
crossref = {DBLP:conf/icdm/2004},
url = {https://doi.org/10.1109/ICDM.2004.10024},
doi = {10.1109/ICDM.2004.10024},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KuramochiK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GadeWK04,
author = {Krishna Gade and
Jianyong Wang and
George Karypis},
title = {Efficient closed pattern mining in the presence of tough block constraints},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {138--147},
year = {2004},
crossref = {DBLP:conf/kdd/2004},
url = {https://doi.org/10.1145/1014052.1014070},
doi = {10.1145/1014052.1014070},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GadeWK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KuramochiK04,
author = {Michihiro Kuramochi and
George Karypis},
title = {Finding Frequent Patterns in a Large Sparse Graph},
booktitle = {Proceedings of the Fourth {SIAM} International Conference on Data
Mining, Lake Buena Vista, Florida, USA, April 22-24, 2004},
pages = {345--356},
year = {2004},
crossref = {DBLP:conf/sdm/2004},
url = {https://doi.org/10.1137/1.9781611972740.32},
doi = {10.1137/1.9781611972740.32},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KuramochiK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangK04,
author = {Jianyong Wang and
George Karypis},
title = {{BAMBOO:} Accelerating Closed Itemset Mining by Deeply Pushing the
Length-Decreasing Support Constraint},
booktitle = {Proceedings of the Fourth {SIAM} International Conference on Data
Mining, Lake Buena Vista, Florida, USA, April 22-24, 2004},
pages = {432--436},
year = {2004},
crossref = {DBLP:conf/sdm/2004},
url = {https://doi.org/10.1137/1.9781611972740.41},
doi = {10.1137/1.9781611972740.41},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jirs/ChallouGKK03,
author = {Daniel J. Challou and
Maria L. Gini and
Vipin Kumar and
George Karypis},
title = {Predicting the Performance of Randomized Parallel Search: An Application
to Robot Motion Planning},
journal = {J. Intell. Robotic Syst.},
volume = {38},
number = {1},
pages = {31--53},
year = {2003},
url = {https://doi.org/10.1023/A:1026283627113},
doi = {10.1023/A:1026283627113},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jirs/ChallouGKK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/ZhaoK03,
author = {Ying Zhao and
George Karypis},
title = {Prediction of Contact Maps Using Support Vector Machines},
booktitle = {3rd {IEEE} International Symposium on BioInformatics and BioEngineering
{(BIBE} 2003), 10-12 March 2003, Bethesda, MD, {USA}},
pages = {26},
year = {2003},
crossref = {DBLP:conf/bibe/2003},
url = {https://doi.org/10.1109/BIBE.2003.1188926},
doi = {10.1109/BIBE.2003.1188926},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/ZhaoK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HanKMH03,
author = {Eui{-}Hong Han and
George Karypis and
Doug Mewhort and
Keith Hatchard},
title = {Intelligent metasearch engine for knowledge management},
booktitle = {Proceedings of the 2003 {ACM} {CIKM} International Conference on Information
and Knowledge Management, New Orleans, Louisiana, USA, November 2-8,
2003},
pages = {492--495},
year = {2003},
crossref = {DBLP:conf/cikm/2003},
url = {https://doi.org/10.1145/956863.956955},
doi = {10.1145/956863.956955},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HanKMH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/SelvakkumaranK03,
author = {Navaratnasothie Selvakkumaran and
George Karypis},
title = {Multi.Objective Hypergraph Partitioning Algorithms for Cut and Maximum
Subdomain Degree Minimization},
booktitle = {2003 International Conference on Computer-Aided Design, {ICCAD} 2003,
San Jose, CA, USA, November 9-13, 2003},
pages = {726--733},
year = {2003},
crossref = {DBLP:conf/iccad/2003},
url = {https://doi.ieeecomputersociety.org/10.1109/ICCAD.2003.1257889},
doi = {10.1109/ICCAD.2003.1257889},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccad/SelvakkumaranK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DeshpandeKK03,
author = {Mukund Deshpande and
Michihiro Kuramochi and
George Karypis},
title = {Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds},
booktitle = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
{(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
pages = {35--42},
year = {2003},
crossref = {DBLP:conf/icdm/2003},
url = {https://doi.org/10.1109/ICDM.2003.1250900},
doi = {10.1109/ICDM.2003.1250900},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DeshpandeKK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/Karypis03,
author = {George Karypis},
title = {Multi-Constraint Mesh Partitioning for Contact/Impact Computations},
booktitle = {Proceedings of the {ACM/IEEE} {SC2003} Conference on High Performance
Networking and Computing, 15-21 November 2003, Phoenix, AZ, USA, CD-Rom},
pages = {56},
year = {2003},
crossref = {DBLP:conf/sc/2003},
url = {https://doi.org/10.1145/1048935.1050206},
doi = {10.1145/1048935.1050206},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/Karypis03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slip/SelvakkumaranPK03,
author = {Navaratnasothie Selvakkumaran and
Phiroze N. Parakh and
George Karypis},
title = {Perimeter-degree: a priori metric for directly measuring and homogenizing
interconnection complexity in multilevel placement},
booktitle = {The 5th International Workshop on System-Level Interconnect Prediction
{(SLIP} 2003), Monterey, CA, USA, April 5-6, 2003, Proceedings},
pages = {53--59},
year = {2003},
crossref = {DBLP:conf/slip/2003},
url = {https://doi.org/10.1145/639929.639941},
doi = {10.1145/639929.639941},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/slip/SelvakkumaranPK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/SchloegelKK02,
author = {Kirk Schloegel and
George Karypis and
Vipin Kumar},
title = {Parallel static and dynamic multi-constraint graph partitioning},
journal = {Concurr. Comput. Pract. Exp.},
volume = {14},
number = {3},
pages = {219--240},
year = {2002},
url = {https://doi.org/10.1002/cpe.605},
doi = {10.1002/CPE.605},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/SchloegelKK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DeshpandeK02,
author = {Mukund Deshpande and
George Karypis},
title = {Using conjunction of attribute values for classification},
booktitle = {Proceedings of the 2002 {ACM} {CIKM} International Conference on Information
and Knowledge Management, McLean, VA, USA, November 4-9, 2002},
pages = {356--364},
year = {2002},
crossref = {DBLP:conf/cikm/2002},
url = {https://doi.org/10.1145/584792.584851},
doi = {10.1145/584792.584851},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/DeshpandeK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoK02,
author = {Ying Zhao and
George Karypis},
title = {Evaluation of hierarchical clustering algorithms for document datasets},
booktitle = {Proceedings of the 2002 {ACM} {CIKM} International Conference on Information
and Knowledge Management, McLean, VA, USA, November 4-9, 2002},
pages = {515--524},
year = {2002},
crossref = {DBLP:conf/cikm/2002},
url = {https://doi.org/10.1145/584792.584877},
doi = {10.1145/584792.584877},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/AbabeiSBK02,
author = {Cristinel Ababei and
Navaratnasothie Selvakkumaran and
Kia Bazargan and
George Karypis},
title = {Multi-objective circuit partitioning for cutsize and path-based delay
minimization},
booktitle = {Proceedings of the 2002 {IEEE/ACM} International Conference on Computer-aided
Design, {ICCAD} 2002, San Jose, California, USA, November 10-14, 2002},
pages = {181--185},
year = {2002},
crossref = {DBLP:conf/iccad/2002},
url = {https://doi.org/10.1145/774572.774599},
doi = {10.1145/774572.774599},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccad/AbabeiSBK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KuramochiK02,
author = {Michihiro Kuramochi and
George Karypis},
title = {Discovering Frequent Geometric Subgraphs},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {258--265},
year = {2002},
crossref = {DBLP:conf/icdm/2002},
url = {https://doi.org/10.1109/ICDM.2002.1183911},
doi = {10.1109/ICDM.2002.1183911},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KuramochiK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SenoK02,
author = {Masakazu Seno and
George Karypis},
title = {SLPMiner: An Algorithm for Finding Frequent Sequential Patterns Using
Length-Decreasing Support Constraint},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {418--425},
year = {2002},
crossref = {DBLP:conf/icdm/2002},
url = {https://doi.org/10.1109/ICDM.2002.1183937},
doi = {10.1109/ICDM.2002.1183937},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SenoK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icecsys/LiuZSK02,
author = {Jian Liu and
Ying Zhao and
Eugene Shragowitz and
George Karypis},
title = {A polynomial time approximation scheme for rectilinear Steiner minimum
tree construction in the presence of obstacles},
booktitle = {Proceedings of the 2002 9th {IEEE} International Conference on Electronics,
Circuits and Systems, {ICECS} 2002, Dubrovnik, Croatia, September
15-18, 2002},
pages = {781--784},
year = {2002},
crossref = {DBLP:conf/icecsys/2002},
url = {https://doi.org/10.1109/ICECS.2002.1046286},
doi = {10.1109/ICECS.2002.1046286},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icecsys/LiuZSK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itcc/ZhaoK02,
author = {Ying Zhao and
George Karypis},
title = {Improve Precategorized Collection Retrieval by Using Supervised Term
Weighting Schemes},
booktitle = {2002 International Symposium on Information Technology {(ITCC} 2002),
8-10 April 2002, Las Vegas, NV, {USA}},
pages = {16--21},
year = {2002},
crossref = {DBLP:conf/itcc/2002},
url = {https://doi.org/10.1109/ITCC.2002.1000353},
doi = {10.1109/ITCC.2002.1000353},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/itcc/ZhaoK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DeshpandeKK02,
author = {Mukund Deshpande and
Michihiro Kuramochi and
George Karypis},
title = {Automated Approaches for Classifying Structures},
booktitle = {Proceedings of the 2nd {ACM} {SIGKDD} Workshop on Data Mining in Bioinformatics
{(BIOKDD} 2002), July 23rd, 2002, Edmonton, Alberta, Canada},
pages = {11--18},
year = {2002},
crossref = {DBLP:conf/kdd/2002bio},
url = {http://www.cs.rpi.edu/\%7Ezaki/BIOKDD02/03-deshpande.pdf},
timestamp = {Wed, 29 Mar 2017 16:45:25 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DeshpandeKK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/DeshpandeK02,
author = {Mukund Deshpande and
George Karypis},
title = {Evaluation of Techniques for Classifying Biological Sequences},
booktitle = {Advances in Knowledge Discovery and Data Mining, 6th Pacific-Asia
Conference, {PAKDD} 2002, Taipei, Taiwan, May 6-8, 2002, Proceedings},
pages = {417--431},
year = {2002},
crossref = {DBLP:conf/pakdd/2002},
url = {https://doi.org/10.1007/3-540-47887-6\_41},
doi = {10.1007/3-540-47887-6\_41},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/DeshpandeK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/OztekinKK02,
author = {B. Uygar Oztekin and
George Karypis and
Vipin Kumar},
title = {Expert agreement and content based reranking in a meta search environment
using Mearf},
booktitle = {Proceedings of the Eleventh International World Wide Web Conference,
{WWW} 2002, May 7-11, 2002, Honolulu, Hawaii, {USA}},
pages = {333--344},
year = {2002},
crossref = {DBLP:conf/www/2002},
url = {https://doi.org/10.1145/511446.511490},
doi = {10.1145/511446.511490},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/OztekinKK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/internet/RamakrishnanKMGK01,
author = {Naren Ramakrishnan and
Benjamin J. Keller and
Batul J. Mirza and
Ananth Grama and
George Karypis},
title = {Privacy Risks in Recommender Systems},
journal = {{IEEE} Internet Comput.},
volume = {5},
number = {6},
pages = {54--62},
year = {2001},
url = {https://doi.org/10.1109/4236.968832},
doi = {10.1109/4236.968832},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/internet/RamakrishnanKMGK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/SchloegelKK01,
author = {Kirk Schloegel and
George Karypis and
Vipin Kumar},
title = {Wavefront Diffusion and {LMSR:} Algorithms for Dynamic Repartitioning
of Adaptive Meshes},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {12},
number = {5},
pages = {451--466},
year = {2001},
url = {https://doi.org/10.1109/71.926167},
doi = {10.1109/71.926167},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/SchloegelKK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/KuramochiK01,
author = {Michihiro Kuramochi and
George Karypis},
title = {Gene Classification using Expression Profiles: {A} Feasibility Study},
booktitle = {2nd {IEEE} International Symposium on Bioinformatics and Bioengineering,
Bethesda, Maryland, USA, November 4-5, 2001, Proceedings},
pages = {191--200},
year = {2001},
crossref = {DBLP:conf/bibe/2001},
url = {https://doi.org/10.1109/BIBE.2001.974429},
doi = {10.1109/BIBE.2001.974429},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/KuramochiK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Karypis01,
author = {George Karypis},
title = {Evaluation of Item-Based Top-N Recommendation Algorithms},
booktitle = {Proceedings of the 2001 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Atlanta, Georgia, USA, November 5-10, 2001},
pages = {247--254},
year = {2001},
crossref = {DBLP:conf/cikm/2001},
url = {https://doi.org/10.1145/502585.502627},
doi = {10.1145/502585.502627},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Karypis01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cluster/SchloegelKK01,
author = {Kirk Schloegel and
George Karypis and
Vipin Kumar},
title = {Graph Partitioning for Dynamic, Adaptive and Multi-phase Scientific
Simulations},
booktitle = {2001 {IEEE} International Conference on Cluster Computing {(CLUSTER}
2001), 8-11 October 2001, Newport Beach, CA, {USA}},
pages = {271--273},
year = {2001},
crossref = {DBLP:conf/cluster/2001},
url = {https://doi.org/10.1109/CLUSTR.2001.959987},
doi = {10.1109/CLUSTR.2001.959987},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cluster/SchloegelKK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/GuralnikGK01,
author = {Valerie Guralnik and
Nivea Garg and
George Karypis},
title = {Parallel Tree Projection Algorithm for Sequence Mining},
booktitle = {Euro-Par 2001: Parallel Processing, 7th International Euro-Par Conference
Manchester, {UK} August 28-31, 2001, Proceedings},
pages = {310--320},
year = {2001},
crossref = {DBLP:conf/europar/2001},
url = {https://doi.org/10.1007/3-540-44681-8\_44},
doi = {10.1007/3-540-44681-8\_44},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/europar/GuralnikGK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GuralnikK01,
author = {Valerie Guralnik and
George Karypis},
title = {A Scalable Algorithm for Clustering Sequential Data},
booktitle = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
29 November - 2 December 2001, San Jose, California, {USA}},
pages = {179--186},
year = {2001},
crossref = {DBLP:conf/icdm/2001},
url = {https://doi.org/10.1109/ICDM.2001.989516},
doi = {10.1109/ICDM.2001.989516},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GuralnikK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KuramochiK01,
author = {Michihiro Kuramochi and
George Karypis},
title = {Frequent Subgraph Discovery},
booktitle = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
29 November - 2 December 2001, San Jose, California, {USA}},
pages = {313--320},
year = {2001},
crossref = {DBLP:conf/icdm/2001},
url = {https://doi.org/10.1109/ICDM.2001.989534},
doi = {10.1109/ICDM.2001.989534},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KuramochiK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SenoK01,
author = {Masakazu Seno and
George Karypis},
title = {LPMiner: An Algorithm for Finding Frequent Itemsets Using Length-Decreasing
Support Constraint},
booktitle = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
29 November - 2 December 2001, San Jose, California, {USA}},
pages = {505--512},
year = {2001},
crossref = {DBLP:conf/icdm/2001},
url = {https://doi.org/10.1109/ICDM.2001.989558},
doi = {10.1109/ICDM.2001.989558},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SenoK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuralnikK01,
author = {Valerie Guralnik and
George Karypis},
title = {A scalable algorithm for clustering protein sequences},
booktitle = {Proceedings of the {ACM} {SIGKDD} Workshop on Data Mining in Bioinformatics
{(BIOKDD} 2001)},
pages = {73--80},
year = {2001},
crossref = {DBLP:conf/kdd/2001bio},
url = {http://www.cs.rpi.edu/\%7Ezaki/BIOKDD01/guralnik.ps.gz},
timestamp = {Fri, 23 Aug 2019 14:18:49 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GuralnikK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HanKK01,
author = {Eui{-}Hong Han and
George Karypis and
Vipin Kumar},
title = {Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification},
booktitle = {Knowledge Discovery and Data Mining - {PAKDD} 2001, 5th Pacific-Asia
Conference, Hong Kong, China, April 16-18, 2001, Proceedings},
pages = {53--65},
year = {2001},
crossref = {DBLP:conf/pakdd/2001},
url = {https://doi.org/10.1007/3-540-45357-1\_9},
doi = {10.1007/3-540-45357-1\_9},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HanKK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/MoulitsasK01,
author = {Irene Moulitsas and
George Karypis},
title = {Multilevel algorithms for generating coarse grids for multigrid methods},
booktitle = {Proceedings of the 2001 {ACM/IEEE} conference on Supercomputing, Denver,
CO, USA, November 10-16, 2001, {CD-ROM}},
pages = {45},
year = {2001},
crossref = {DBLP:conf/sc/2001},
url = {https://doi.org/10.1145/582034.582079},
doi = {10.1145/582034.582079},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/MoulitsasK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DeshpandeK01,
author = {Mukund Deshpande and
George Karypis},
title = {Selective Markov Models for Predicting Web-Page Accesses},
booktitle = {Proceedings of the First {SIAM} International Conference on Data Mining,
{SDM} 2001, Chicago, IL, USA, April 5-7, 2001},
pages = {1--15},
year = {2001},
crossref = {DBLP:conf/sdm/2001},
url = {https://doi.org/10.1137/1.9781611972719.4},
doi = {10.1137/1.9781611972719.4},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DeshpandeK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SarwarKKR01,
author = {Badrul Munir Sarwar and
George Karypis and
Joseph A. Konstan and
John Riedl},
title = {Item-based collaborative filtering recommendation algorithms},
booktitle = {Proceedings of the Tenth International World Wide Web Conference,
{WWW} 10, Hong Kong, China, May 1-5, 2001},
pages = {285--295},
year = {2001},
crossref = {DBLP:conf/www/2001},
url = {https://doi.org/10.1145/371920.372071},
doi = {10.1145/371920.372071},
timestamp = {Sun, 02 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/SarwarKKR01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-CG-0105028,
author = {Naren Ramakrishnan and
Benjamin J. Keller and
Batul J. Mirza and
Ananth Grama and
George Karypis},
title = {When being Weak is Brave: Privacy in Recommender Systems},
journal = {CoRR},
volume = {cs.CG/0105028},
year = {2001},
url = {https://arxiv.org/abs/cs/0105028},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/cs-CG-0105028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/BiswasHK00,
author = {Rupak Biswas and
Bruce Hendrickson and
George Karypis},
title = {Graph partitioning and parallel computing},
journal = {Parallel Comput.},
volume = {26},
number = {12},
pages = {1515--1517},
year = {2000},
url = {https://doi.org/10.1016/S0167-8191(00)00042-9},
doi = {10.1016/S0167-8191(00)00042-9},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pc/BiswasHK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HanKK00,
author = {Eui{-}Hong Han and
George Karypis and
Vipin Kumar},
title = {Scalable Parallel Data Mining for Association Rules},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {12},
number = {3},
pages = {377--352},
year = {2000},
url = {https://doi.org/10.1109/69.846289},
doi = {10.1109/69.846289},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HanKK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsi/KarypisK00,
author = {George Karypis and
Vipin Kumar},
title = {Multilevel \emph{k}-way Hypergraph Partitioning},
journal = {{VLSI} Design},
volume = {11},
number = {3},
pages = {285--300},
year = {2000},
url = {https://doi.org/10.1155/2000/19436},
doi = {10.1155/2000/19436},
timestamp = {Mon, 08 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vlsi/KarypisK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HanK00,
author = {Eui{-}Hong Han and
George Karypis},
title = {Fast Supervised Dimensionality Reduction Algorithm with Applications
to Document Categorization {\&} Retrieval},
booktitle = {Proceedings of the 2000 {ACM} {CIKM} International Conference on Information
and Knowledge Management, McLean, VA, USA, November 6-11, 2000},
pages = {12--19},
year = {2000},
crossref = {DBLP:conf/cikm/2000},
url = {https://doi.org/10.1145/354756.354772},
doi = {10.1145/354756.354772},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HanK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/LeinbergerKK00,
author = {William Leinberger and
George Karypis and
Vipin Kumar},
title = {Memory Management Techniques for Gang Scheduling},
booktitle = {Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference,
Munich, Germany, August 29 - September 1, 2000, Proceedings},
pages = {252--261},
year = {2000},
crossref = {DBLP:conf/europar/2000},
url = {https://doi.org/10.1007/3-540-44520-X\_34},
doi = {10.1007/3-540-44520-X\_34},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/europar/LeinbergerKK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/SchloegelKK00,
author = {Kirk Schloegel and
George Karypis and
Vipin Kumar},
title = {Parallel Multilevel Algorithms for Multi-constraint Graph Partitioning
(Distinguished Paper)},
booktitle = {Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference,
Munich, Germany, August 29 - September 1, 2000, Proceedings},
pages = {296--310},
year = {2000},
crossref = {DBLP:conf/europar/2000},
url = {https://doi.org/10.1007/3-540-44520-X\_39},
doi = {10.1007/3-540-44520-X\_39},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/europar/SchloegelKK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcw/LeinbergerKK00,
author = {William Leinberger and
George Karypis and
Vipin Kumar},
title = {Load Balancing Across Near-Homogeneous Multi-Resource Servers},
booktitle = {9th Heterogeneous Computing Workshop, {HCW} 2000, Cancun, Mexico,
May 1, 2000},
pages = {60--71},
year = {2000},
crossref = {DBLP:conf/hcw/2000},
url = {https://doi.org/10.1109/HCW.2000.843733},
doi = {10.1109/HCW.2000.843733},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hcw/LeinbergerKK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/KumarSK00,
author = {Vipin Kumar and
Kirk Schloegel and
George Karypis},
title = {Graph Partitioning for Dynamic, Adaptive, and Multi-phase Computations},
booktitle = {Parallel and Distributed Processing, 15 {IPDPS} 2000 Workshops, Cancun,
Mexico, May 1-5, 2000, Proceedings},
pages = {476--476},
year = {2000},
crossref = {DBLP:conf/ipps/2000w},
url = {https://doi.org/10.1007/3-540-45591-4\_63},
doi = {10.1007/3-540-45591-4\_63},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/KumarSK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HanK00,
author = {Eui{-}Hong Han and
George Karypis},
title = {Centroid-Based Document Classification: Analysis and Experimental
Results},
booktitle = {Principles of Data Mining and Knowledge Discovery, 4th European Conference,
{PKDD} 2000, Lyon, France, September 13-16, 2000, Proceedings},
pages = {424--431},
year = {2000},
crossref = {DBLP:conf/pkdd/2000},
url = {https://doi.org/10.1007/3-540-45372-5\_46},
doi = {10.1007/3-540-45372-5\_46},
timestamp = {Mon, 05 Feb 2024 20:31:27 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HanK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/SchloegelKK00,
author = {Kirk Schloegel and
George Karypis and
Vipin Kumar},
title = {A Unified Algorithm for Load-balancing Adaptive Scientific Simulations},
booktitle = {Proceedings Supercomputing 2000, November 4-10, 2000, Dallas, Texas,
{USA.} {IEEE} Computer Society, {CD-ROM}},
pages = {59},
year = {2000},
crossref = {DBLP:conf/sc/2000},
url = {https://doi.org/10.1109/SC.2000.10035},
doi = {10.1109/SC.2000.10035},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/SchloegelKK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/SarwarKKR00,
author = {Badrul Munir Sarwar and
George Karypis and
Joseph A. Konstan and
John Riedl},
title = {Analysis of recommendation algorithms for e-commerce},
booktitle = {Proceedings of the 2nd {ACM} Conference on Electronic Commerce (EC-00),
Minneapolis, MN, USA, October 17-20, 2000},
pages = {158--167},
year = {2000},
crossref = {DBLP:conf/sigecom/2000},
url = {https://doi.org/10.1145/352871.352887},
doi = {10.1145/352871.352887},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigecom/SarwarKKR00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/BoleyGGHHKKMM99,
author = {Daniel Boley and
Maria L. Gini and
Robert Gross and
Eui{-}Hong Han and
Kyle Hastings and
George Karypis and
Vipin Kumar and
Bamshad Mobasher and
Jerome Moore},
title = {Document Categorization and Query Generation on the World Wide Web
Using WebACE},
journal = {Artif. Intell. Rev.},
volume = {13},
number = {5-6},
pages = {365--391},
year = {1999},
url = {https://doi.org/10.1023/A:1006592405320},
doi = {10.1023/A:1006592405320},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/BoleyGGHHKKMM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/KarypisHK99,
author = {George Karypis and
Eui{-}Hong Han and
Vipin Kumar},
title = {Chameleon: Hierarchical Clustering Using Dynamic Modeling},
journal = {Computer},
volume = {32},
number = {8},
pages = {68--75},
year = {1999},
url = {https://doi.org/10.1109/2.781637},
doi = {10.1109/2.781637},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/KarypisHK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/BoleyGGHHKKMM99,
author = {Daniel Boley and
Maria L. Gini and
Robert Gross and
Eui{-}Hong Han and
Kyle Hastings and
George Karypis and
Vipin Kumar and
Bamshad Mobasher and
Jerome Moore},
title = {Partitioning-based clustering for Web document categorization},
journal = {Decis. Support Syst.},
volume = {27},
number = {3},
pages = {329--341},
year = {1999},
url = {https://doi.org/10.1016/S0167-9236(99)00055-X},
doi = {10.1016/S0167-9236(99)00055-X},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/BoleyGGHHKKMM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamrev/KarypisK99,
author = {George Karypis and
Vipin Kumar},
title = {Parallel Multilevel series k-Way Partitioning Scheme for Irregular
Graphs},
journal = {{SIAM} Rev.},
volume = {41},
number = {2},
pages = {278--300},
year = {1999},
url = {https://doi.org/10.1137/S0036144598334138},
doi = {10.1137/S0036144598334138},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamrev/KarypisK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvlsi/KarypisAKS99,
author = {George Karypis and
Rajat Aggarwal and
Vipin Kumar and
Shashi Shekhar},
title = {Multilevel hypergraph partitioning: applications in {VLSI} domain},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {7},
number = {1},
pages = {69--79},
year = {1999},
url = {https://doi.org/10.1109/92.748202},
doi = {10.1109/92.748202},
timestamp = {Tue, 11 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvlsi/KarypisAKS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/KarypisK99,
author = {George Karypis and
Vipin Kumar},
title = {Multilevel \emph{k}-way Hypergraph Partitioning},
booktitle = {Proceedings of the 36th Conference on Design Automation, New Orleans,
LA, USA, June 21-25, 1999},
pages = {343--348},
year = {1999},
crossref = {DBLP:conf/dac/1999},
url = {https://doi.org/10.1145/309847.309954},
doi = {10.1145/309847.309954},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/KarypisK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/SchloegelKK99,
author = {Kirk Schloegel and
George Karypis and
Vipin Kumar},
title = {A New Algorithm for Multi-objective Graph Partitioning},
booktitle = {Euro-Par '99 Parallel Processing, 5th International Euro-Par Conference,
Toulouse, France, August 31 - September 3, 1999, Proceedings},
pages = {322--331},
year = {1999},
crossref = {DBLP:conf/europar/1999},
url = {https://doi.org/10.1007/3-540-48311-X\_42},
doi = {10.1007/3-540-48311-X\_42},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/europar/SchloegelKK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/LeinbergerKK99,
author = {William Leinberger and
George Karypis and
Vipin Kumar},
title = {Multi-Capacity Bin Packing Algorithms with Applications to Job Scheduling
under Multiple Constraints},
booktitle = {Proceedings of the International Conference on Parallel Processing
1999, {ICPP} 1999, Wakamatsu, Japan, September 21-24, 1999},
pages = {404--412},
year = {1999},
crossref = {DBLP:conf/icpp/1999},
url = {https://doi.org/10.1109/ICPP.1999.797428},
doi = {10.1109/ICPP.1999.797428},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpp/LeinbergerKK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JoshiHKK99,
author = {Mahesh V. Joshi and
Eui{-}Hong Han and
George Karypis and
Vipin Kumar},
title = {Efficient Parallel Algorithms for Mining Associations},
booktitle = {Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel
{KDD} Systems, SIGKDD, August 15, 1999, San Diego, CA, USA, revised
papers},
pages = {83--126},
year = {1999},
crossref = {DBLP:conf/kdd/1999pdm},
url = {https://doi.org/10.1007/3-540-46502-2\_5},
doi = {10.1007/3-540-46502-2\_5},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JoshiHKK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/JoshiKKGG99,
author = {Mahesh V. Joshi and
George Karypis and
Vipin Kumar and
Anshul Gupta and
Fred G. Gustavson},
title = {{PSPASES:} An Efficient and Scalable Parallel Sparse Direct Solver},
booktitle = {Proceedings of the Ninth {SIAM} Conference on Parallel Processing
for Scientific Computing, {PP} 1999, San Antonio, Texas, USA, March
22-24, 1999},
year = {1999},
crossref = {DBLP:conf/ppsc/1999},
timestamp = {Wed, 03 Jul 2024 11:15:21 +0200},
biburl = {https://dblp.org/rec/conf/ppsc/JoshiKKGG99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/SchloegelKK99,
author = {Kirk Schloegel and
George Karypis and
Vipin Kumar},
title = {Dynamic Repartitioning of Adaptively Refined Meshes},
booktitle = {Proceedings of the Ninth {SIAM} Conference on Parallel Processing
for Scientific Computing, {PP} 1999, San Antonio, Texas, USA, March
22-24, 1999},
year = {1999},
crossref = {DBLP:conf/ppsc/1999},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsc/SchloegelKK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/LeinbergerKK99,
author = {William Leinberger and
George Karypis and
Vipin Kumar},
title = {Job Scheduling in the presence of Multiple Resource Requirements},
booktitle = {Proceedings of the {ACM/IEEE} Conference on Supercomputing, {SC} 1999,
November 13-19, 1999, Portland, Oregon, {USA}},
pages = {47},
year = {1999},
crossref = {DBLP:conf/sc/1999},
url = {https://doi.org/10.1145/331532.331579},
doi = {10.1145/331532.331579},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/LeinbergerKK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/HanKKM98,
author = {Eui{-}Hong Han and
George Karypis and
Vipin Kumar and
Bamshad Mobasher},
title = {Hypergraph Based Clustering in High-Dimensional Data Sets: {A} Summary
of Results},
journal = {{IEEE} Data Eng. Bull.},
volume = {21},
number = {1},
pages = {15--22},
year = {1998},
url = {http://sites.computer.org/debull/98mar/kumar1.ps},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/debu/HanKKM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/KarypisK98,
author = {George Karypis and
Vipin Kumar},
title = {A Parallel Algorithm for Multilevel Graph Partitioning and Sparse
Matrix Ordering},
journal = {J. Parallel Distributed Comput.},
volume = {48},
number = {1},
pages = {71--95},
year = {1998},
url = {https://doi.org/10.1006/jpdc.1997.1403},
doi = {10.1006/JPDC.1997.1403},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpdc/KarypisK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/KarypisK98a,
author = {George Karypis and
Vipin Kumar},
title = {Multilevel k-way Partitioning Scheme for Irregular Graphs},
journal = {J. Parallel Distributed Comput.},
volume = {48},
number = {1},
pages = {96--129},
year = {1998},
url = {https://doi.org/10.1006/jpdc.1997.1404},
doi = {10.1006/JPDC.1997.1404},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpdc/KarypisK98a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/KarypisK98,
author = {George Karypis and
Vipin Kumar},
title = {A Fast and High Quality Multilevel Scheme for Partitioning Irregular
Graphs},
journal = {{SIAM} J. Sci. Comput.},
volume = {20},
number = {1},
pages = {359--392},
year = {1998},
url = {https://doi.org/10.1137/S1064827595287997},
doi = {10.1137/S1064827595287997},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/KarypisK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/agents/HanBGGHKKMM98,
author = {Eui{-}Hong Han and
Daniel Boley and
Maria L. Gini and
Robert Gross and
Kyle Hastings and
George Karypis and
Vipin Kumar and
Bamshad Mobasher and
Jerome Moore},
title = {WebACE: {A} Web Agent for Document Categorization and Exploration},
booktitle = {Proceedings of the Second International Conference on Autonomous Agents,
{AGENTS} 1998, St. Paul, Minnepolis, USA, May 9-13, 1998},
pages = {408--415},
year = {1998},
crossref = {DBLP:conf/agents/1998},
url = {https://doi.org/10.1145/280765.280872},
doi = {10.1145/280765.280872},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/agents/HanBGGHKKMM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/JoshiKK98,
author = {Mahesh V. Joshi and
George Karypis and
Vipin Kumar},
title = {ScalParC: {A} New Scalable and Efficient Parallel Classification Algorithm
for Mining Large Datasets},
booktitle = {12th International Parallel Processing Symposium / 9th Symposium on
Parallel and Distributed Processing {(IPPS/SPDP} '98), March 30 -
April 3, 1998, Orlando, Florida, USA, Proceedings},
pages = {573--579},
year = {1998},
crossref = {DBLP:conf/ipps/1998},
url = {https://doi.org/10.1109/IPPS.1998.669983},
doi = {10.1109/IPPS.1998.669983},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/JoshiKK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KarypisK98,
author = {George Karypis and
Vipin Kumar},
title = {Multilevel Algorithms for Multi-Constraint Graph Partitioning},
booktitle = {Proceedings of the {ACM/IEEE} Conference on Supercomputing, {SC} 1998,
November 7-13, 1998, Orlando, FL, {USA}},
pages = {28},
year = {1998},
crossref = {DBLP:conf/sc/1998},
url = {https://doi.org/10.1109/SC.1998.10018},
doi = {10.1109/SC.1998.10018},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/KarypisK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/SchloegelKK98,
author = {Kirk Schloegel and
George Karypis and
Vipin Kumar},
title = {Dynamic Repartitioning of Adaptively Refined Meshes},
booktitle = {Proceedings of the {ACM/IEEE} Conference on Supercomputing, {SC} 1998,
November 7-13, 1998, Orlando, FL, {USA}},
pages = {29},
year = {1998},
crossref = {DBLP:conf/sc/1998},
url = {https://doi.org/10.1109/SC.1998.10025},
doi = {10.1109/SC.1998.10025},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/SchloegelKK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/srds/SchloegelKK98,
author = {Kirk Schloegel and
George Karypis and
Vipin Kumar},
title = {Load Balancing of Dynamic and Adaptive Mesh-Based Computations},
booktitle = {The Seventeenth Symposium on Reliable Distributed Systems, {SRDS}
1998, West Lafayette, Indiana, USA, October 20-22, 1998, Proceedings},
pages = {311},
year = {1998},
crossref = {DBLP:conf/srds/1998},
url = {https://doi.org/10.1109/RELDIS.1998.740514},
doi = {10.1109/RELDIS.1998.740514},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/srds/SchloegelKK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/SchloegelKK97,
author = {Kirk Schloegel and
George Karypis and
Vipin Kumar},
title = {Multilevel Diffusion Schemes for Repartitioning of Adaptive Meshes},
journal = {J. Parallel Distributed Comput.},
volume = {47},
number = {2},
pages = {109--124},
year = {1997},
url = {https://doi.org/10.1006/jpdc.1997.1410},
doi = {10.1006/JPDC.1997.1410},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpdc/SchloegelKK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/GuptaKK97,
author = {Anshul Gupta and
George Karypis and
Vipin Kumar},
title = {Highly Scalable Parallel Algorithms for Sparse Matrix Factorization},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {8},
number = {5},
pages = {502--520},
year = {1997},
url = {https://doi.org/10.1109/71.598277},
doi = {10.1109/71.598277},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/GuptaKK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/KarypisAKS97,
author = {George Karypis and
Rajat Aggarwal and
Vipin Kumar and
Shashi Shekhar},
title = {Multilevel Hypergraph Partitioning: Application in {VLSI} Domain},
booktitle = {Proceedings of the 34st Conference on Design Automation, Anaheim,
California, USA, Anaheim Convention Center, June 9-13, 1997},
pages = {526--529},
year = {1997},
crossref = {DBLP:conf/dac/1997},
url = {https://doi.org/10.1145/266021.266273},
doi = {10.1145/266021.266273},
timestamp = {Tue, 11 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dac/KarypisAKS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkd/HanKKM97,
author = {Eui{-}Hong Han and
George Karypis and
Vipin Kumar and
Bamshad Mobasher},
title = {Clustering Based On Association Rule Hypergraphs},
booktitle = {Workshop on Research Issues on Data Mining and Knowledge Discovery,
{DMKD} 1997 in cooperation with {ACM} SIGMOD'97, Tucson, Arizona,
USA, May 11, 1997},
year = {1997},
crossref = {DBLP:conf/dmkd/1997},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dmkd/HanKKM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/SchloegelKK97,
author = {Kirk Schloegel and
George Karypis and
Vipin Kumar},
title = {Repartitioning of Adaptive Meshes: Experiments with Multilevel Diffusion},
booktitle = {Euro-Par '97 Parallel Processing, Third International Euro-Par Conference,
Passau, Germany, August 26-29, 1997, Proceedings},
pages = {945--949},
year = {1997},
crossref = {DBLP:conf/europar/1997},
url = {https://doi.org/10.1007/BFb0002837},
doi = {10.1007/BFB0002837},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/europar/SchloegelKK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/JoshiGKK97,
author = {Mahesh V. Joshi and
Anshul Gupta and
George Karypis and
Vipin Kumar},
title = {A high performance two dimensional scalable parallel algorithm for
solving sparse triangular systems},
booktitle = {Proceedings of the Fourth International on High-Performance Computing,
HiPC 1997, Bangalore, India, 18-21 December, 1997},
pages = {137--143},
year = {1997},
crossref = {DBLP:conf/hipc/1997},
url = {https://doi.org/10.1109/HIPC.1997.634484},
doi = {10.1109/HIPC.1997.634484},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hipc/JoshiGKK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/GuptaGJKK97,
author = {Anshul Gupta and
Fred G. Gustavson and
Mahesh V. Joshi and
George Karypis and
Vipin Kumar},
title = {Design and Implementation of a Scalable Parallel Direct Solver for
Sparse Symmetric Positive Definite Systems: Preliminary Results},
booktitle = {Proceedings of the Eighth {SIAM} Conference on Parallel Processing
for Scientific Computing, {PP} 1997, Hyatt Regency Minneapolis on
Nicollel Mall Hotel, Minneapolis, Minnesota, USA, March 14-17, 1997},
year = {1997},
crossref = {DBLP:conf/ppsc/1997},
timestamp = {Wed, 03 Jul 2024 11:15:21 +0200},
biburl = {https://dblp.org/rec/conf/ppsc/GuptaGJKK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/KarypisK97,
author = {George Karypis and
Vipin Kumar},
title = {A Coarse-Grain Parallel Formulation of Multilevel k-way Graph Partitioning
Algorithm},
booktitle = {Proceedings of the Eighth {SIAM} Conference on Parallel Processing
for Scientific Computing, {PP} 1997, Hyatt Regency Minneapolis on
Nicollel Mall Hotel, Minneapolis, Minnesota, USA, March 14-17, 1997},
year = {1997},
crossref = {DBLP:conf/ppsc/1997},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsc/KarypisK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/KumarKG97,
author = {Vipin Kumar and
George Karypis and
Ananth Grama},
title = {Role of Message-Passing in Performance Oriented Parallel Programming},
booktitle = {Proceedings of the Eighth {SIAM} Conference on Parallel Processing
for Scientific Computing, {PP} 1997, Hyatt Regency Minneapolis on
Nicollel Mall Hotel, Minneapolis, Minnesota, USA, March 14-17, 1997},
year = {1997},
crossref = {DBLP:conf/ppsc/1997},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsc/KumarKG97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KarypisK97,
author = {George Karypis and
Vipin Kumar},
title = {Parallel Threshold-based {ILU} Factorization},
booktitle = {Proceedings of the {ACM/IEEE} Conference on Supercomputing, {SC} 1997,
November 15-21, 1997, San Jose, CA, {USA}},
pages = {28},
year = {1997},
crossref = {DBLP:conf/sc/1997},
url = {https://doi.org/10.1145/509593.509621},
doi = {10.1145/509593.509621},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/KarypisK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HanKK97,
author = {Eui{-}Hong Han and
George Karypis and
Vipin Kumar},
title = {Scalable Parallel Data Mining for Association Rules},
booktitle = {{SIGMOD} 1997, Proceedings {ACM} {SIGMOD} International Conference
on Management of Data, May 13-15, 1997, Tucson, Arizona, {USA}},
pages = {277--288},
year = {1997},
crossref = {DBLP:conf/sigmod/97},
url = {https://doi.org/10.1145/253260.253330},
doi = {10.1145/253260.253330},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/HanKK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/KarypisK96,
author = {George Karypis and
Vipin Kumar},
title = {Parallel Multilevel Graph Partitioning},
booktitle = {Proceedings of {IPPS} '96, The 10th International Parallel Processing
Symposium, April 15-19, 1996, Honolulu, Hawaii, {USA}},
pages = {314--319},
year = {1996},
crossref = {DBLP:conf/ipps/1996},
url = {https://doi.org/10.1109/IPPS.1996.508075},
doi = {10.1109/IPPS.1996.508075},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/KarypisK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KarypisK96,
author = {George Karypis and
Vipin Kumar},
title = {Parallel Multilevel k-way Partitioning Scheme for Irregular Graphs},
booktitle = {Proceedings of the 1996 {ACM/IEEE} Conference on Supercomputing, November
17-22, 1996, Pittsburgh, PA, {USA}},
pages = {35},
year = {1996},
crossref = {DBLP:conf/sc/1996},
url = {https://doi.ieeecomputersociety.org/10.1109/SC.1996.32},
doi = {10.1109/SC.1996.32},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/KarypisK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/KarypisK95,
author = {George Karypis and
Vipin Kumar},
title = {Multilevel Graph Partitioning Schemes},
booktitle = {Proceedings of the 1995 International Conference on Parallel Processing,
Urbana-Champain, Illinois, USA, August 14-18, 1995. Volume {III:}
Algorithms {\&} Applications},
pages = {113--122},
year = {1995},
crossref = {DBLP:conf/icpp/1995-3},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpp/KarypisK95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/KarypisGK95,
author = {George Karypis and
Anshul Gupta and
Vipin Kumar},
title = {A Highly Parallel Interior Point Algorithm},
booktitle = {Proceedings of the Seventh {SIAM} Conference on Parallel Processing
for Scientific Computing, {PP} 1995, San Francisco, California, USA,
February 15-17, 1995},
pages = {110--112},
year = {1995},
crossref = {DBLP:conf/ppsc/1995},
timestamp = {Wed, 03 Jul 2024 11:15:21 +0200},
biburl = {https://dblp.org/rec/conf/ppsc/KarypisGK95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KarypisK95,
author = {George Karypis and
Vipin Kumar},
title = {Analysis of Multilevel Graph Partitioning},
booktitle = {Proceedings Supercomputing '95, San Diego, CA, USA, December 4-8,
1995},
pages = {29},
year = {1995},
crossref = {DBLP:conf/sc/1995},
url = {https://doi.org/10.1145/224170.224229},
doi = {10.1145/224170.224229},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/KarypisK95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/bc/KumarGGK94,
author = {Vipin Kumar and
Ananth Grama and
Anshul Gupta and
George Karypis},
title = {Introduction to Parallel Computing},
publisher = {Benjamin/Cummings},
year = {1994},
isbn = {0-8053-3170-0},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/bc/KumarGGK94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/KarypisK94,
author = {George Karypis and
Vipin Kumar},
title = {Unstructured Tree Search on {SIMD} Parallel Computers},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {5},
number = {10},
pages = {1057--1072},
year = {1994},
url = {https://doi.org/10.1109/71.313122},
doi = {10.1109/71.313122},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/KarypisK94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {George Karypis and
Anshul Gupta and
Vipin Kumar},
title = {Experiences with a Parallel Formulation of an Interior Point Algorithm},
booktitle = {Workshop on Parallel Processing of Discrete Optimization Problems,
Proceedings of a {DIMACS} Workshop, Princeton, New Jersey, USA, April
28-29, 1994},
pages = {163--180},
year = {1994},
crossref = {DBLP:conf/dimacs/dimacs22},
url = {https://doi.org/10.1090/dimacs/022/07},
doi = {10.1090/DIMACS/022/07},
timestamp = {Mon, 22 May 2023 16:07:35 +0200},
biburl = {https://dblp.org/rec/conf/dimacs/KarypisGK94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KarypisGK94,
author = {George Karypis and
Anshul Gupta and
Vipin Kumar},
title = {A parallel formulation of interior point algorithms},
booktitle = {Proceedings Supercomputing '94, Washington, DC, USA, November 14-18,
1994},
pages = {204--213},
year = {1994},
crossref = {DBLP:conf/sc/1994},
url = {https://doi.org/10.1109/SUPERC.1994.344280},
doi = {10.1109/SUPERC.1994.344280},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/KarypisGK94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/KarypisK93,
author = {George Karypis and
Vipin Kumar},
title = {Efficient Parallel Mappings of a Dynamic Programming Algorithm: {A}
Summary of Results},
booktitle = {The Seventh International Parallel Processing Symposium, Proceedings,
Newport Beach, California, USA, April 13-16, 1993},
pages = {563--568},
year = {1993},
crossref = {DBLP:conf/ipps/1993},
url = {https://doi.org/10.1109/IPPS.1993.262817},
doi = {10.1109/IPPS.1993.262817},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/KarypisK93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KarypisK92,
author = {George Karypis and
Vipin Kumar},
title = {Unstructured Tree Search on {SIMD} Parallel Computers: {A} Summary
of Results},
booktitle = {Proceedings Supercomputing '92, Minneapolis, MN, USA, November 16-20,
1992},
pages = {453--462},
year = {1992},
crossref = {DBLP:conf/sc/1992},
url = {https://doi.org/10.1109/SUPERC.1992.236658},
doi = {10.1109/SUPERC.1992.236658},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/KarypisK92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acl/2025f,
editor = {Wanxiang Che and
Joyce Nabende and
Ekaterina Shutova and
Mohammad Taher Pilehvar},
title = {Findings of the Association for Computational Linguistics, {ACL} 2025,
Vienna, Austria, July 27 - August 1, 2025},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://aclanthology.org/volumes/2025.findings-acl/},
isbn = {979-8-89176-256-5},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/acl/2025f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acl/2025-1,
editor = {Wanxiang Che and
Joyce Nabende and
Ekaterina Shutova and
Mohammad Taher Pilehvar},
title = {Proceedings of the 63rd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
July 27 - August 1, 2025},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.acl-long},
doi = {10.18653/V1/2025.ACL-LONG},
isbn = {979-8-89176-251-0},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/acl/2025-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iclr/2025,
title = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/group?id=ICLR.cc/2025/Conference},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/iclr/2025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iolts/2025,
title = {31st {IEEE} International Symposium on On-Line Testing and Robust
System Design, {IOLTS} 2025, Ischia, Italy, July 7-9, 2025},
publisher = {{IEEE}},
year = {2025},
url = {https://doi.org/10.1109/IOLTS65288.2025},
doi = {10.1109/IOLTS65288.2025},
isbn = {979-8-3315-3334-2},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/iolts/2025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acl/2024-1,
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/volumes/2024.acl-long/},
isbn = {979-8-89176-094-3},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/acl/2024-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/automl/2024,
editor = {Katharina Eggensperger and
Roman Garnett and
Joaquin Vanschoren and
Marius Lindauer and
Jacob R. Gardner},
title = {International Conference on Automated Machine Learning, 9-12 September
2024, Sorbonne Universit{\'{e}}, Paris, France},
series = {Proceedings of Machine Learning Research},
volume = {256},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v256/},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/automl/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2024,
editor = {Edoardo Serra and
Francesca Spezzano},
title = {Proceedings of the 33rd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2024, Boise, ID, USA, October 21-25,
2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3627673},
doi = {10.1145/3627673},
isbn = {979-8-4007-0436-9},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/cikm/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/emnlp/2024f,
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {Findings of the Association for Computational Linguistics: {EMNLP}
2024, Miami, Florida, USA, November 12-16, 2024},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/volumes/2024.findings-emnlp/},
isbn = {979-8-89176-168-1},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/2024f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/emnlp/2024,
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {Proceedings of the 2024 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2024, Miami, FL, USA, November 12-16,
2024},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/volumes/2024.emnlp-main/},
isbn = {979-8-89176-164-3},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/enlsp/2024,
editor = {Mehdi Rezagholizadeh and
Peyman Passban and
Soheila Samiee and
Vahid Partovi Nia and
Yu Cheng and
Yue Deng and
Qun Liu and
Boxing Chen},
title = {NeurIPS Efficient Natural Language and Speech Processing Workshop,
14 December 2024, Vancouver, British Columbia, Canada},
series = {Proceedings of Machine Learning Research},
volume = {262},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v262/},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/enlsp/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iclr/2024,
title = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/group?id=ICLR.cc/2024/Conference},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/iclr/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2024,
title = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/group?id=ICML.cc/2024/Conference},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/icml/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2024,
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528},
doi = {10.1145/3637528},
isbn = {979-8-4007-0490-1},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/naacl/2024f,
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {Findings of the Association for Computational Linguistics: {NAACL}
2024, Mexico City, Mexico, June 16-21, 2024},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/volumes/2024.findings-naacl/},
isbn = {979-8-89176-119-3},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/naacl/2024f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2024,
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {https://papers.nips.cc/paper\_files/paper/2024},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/nips/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2024-4,
editor = {De{-}Nian Yang and
Xing Xie and
Vincent S. Tseng and
Jian Pei and
Jen{-}Wei Huang and
Jerry Chun{-}Wei Lin},
title = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei,
Taiwan, May 7-10, 2024, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14648},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-2238-9},
doi = {10.1007/978-981-97-2238-9},
isbn = {978-981-97-2240-2},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/2024-4.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/wsdm/2024,
editor = {Luz Angelica Caudillo{-}Mata and
Silvio Lattanzi and
Andr{\'{e}}s {Mu{\~{n}}oz Medina} and
Leman Akoglu and
Aristides Gionis and
Sergei Vassilvitskii},
title = {Proceedings of the 17th {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3616855},
doi = {10.1145/3616855},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2023,
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
publisher = {{AAAI} Press},
year = {2023},
url = {https://ojs.aaai.org/index.php/AAAI/issue/view/548},
isbn = {978-1-57735-880-0},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/aaai/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acl/2023f,
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://aclanthology.org/volumes/2023.findings-acl/},
isbn = {978-1-959429-62-3},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/acl/2023f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/emnlp/2023,
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://aclanthology.org/volumes/2023.emnlp-main/},
isbn = {979-8-89176-060-8},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icassp/2023,
title = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023},
doi = {10.1109/ICASSP49357.2023},
isbn = {978-1-7281-6327-7},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/icassp/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iclr/2023,
title = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/group?id=ICLR.cc/2023/Conference},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/iclr/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2023,
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
publisher = {{PMLR}},
year = {2023},
url = {http://proceedings.mlr.press/v202/},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/icml/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipps/2023w,
title = {{IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} 2023 - Workshops, St. Petersburg, FL, USA, May 15-19, 2023},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IPDPSW59300.2023},
doi = {10.1109/IPDPSW59300.2023},
isbn = {979-8-3503-1199-0},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/ipps/2023w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2023,
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305},
doi = {10.1145/3580305},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2023,
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {https://papers.nips.cc/paper\_files/paper/2023},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/nips/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2023-3,
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1},
doi = {10.1007/978-3-031-43418-1},
isbn = {978-3-031-43417-4},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2023-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ppopp/2023,
editor = {Maryam Mehri Dehnavi and
Milind Kulkarni and
Sriram Krishnamoorthy},
title = {Proceedings of the 28th {ACM} {SIGPLAN} Annual Symposium on Principles
and Practice of Parallel Programming, PPoPP 2023, Montreal, QC, Canada,
25 February 2023 - 1 March 2023},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3572848},
doi = {10.1145/3572848},
isbn = {979-8-4007-0015-6},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/ppopp/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/2023,
editor = {Dorian Arnold and
Rosa M. Badia and
Kathryn M. Mohror},
title = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2023, Denver, CO, USA, November
12-17, 2023},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581784},
doi = {10.1145/3581784},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/sc/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/www/2023c,
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
Austin, TX, USA, 30 April 2023 - 4 May 2023},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543873},
doi = {10.1145/3543873},
isbn = {978-1-4503-9419-2},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/www/2023c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2022,
title = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
publisher = {{AAAI} Press},
year = {2022},
url = {https://ojs.aaai.org/index.php/AAAI/issue/view/507},
isbn = {978-1-57735-876-3},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/aaai/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acl/2022-1,
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/volumes/2022.acl-long/},
isbn = {978-1-955917-21-6},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/acl/2022-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2022,
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
publisher = {{PMLR}},
year = {2022},
url = {http://proceedings.mlr.press/v151/},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/aistats/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/emnlp/2022f,
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/volumes/2022.findings-emnlp/},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/2022f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icbk/2022,
editor = {Peipei Li and
Kui Yu and
Nitesh V. Chawla and
Ronen Feldman and
Qing Li and
Xindong Wu},
title = {{IEEE} International Conference on Knowledge Graph, {ICKG} 2022, Orlando,
FL, USA, November 30 - Dec. 1, 2022},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICKG55886.2022},
doi = {10.1109/ICKG55886.2022},
isbn = {978-1-6654-5101-7},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/icbk/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2022,
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678},
doi = {10.1145/3534678},
isbn = {978-1-4503-9385-0},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/log/2022,
editor = {Bastian Rieck and
Razvan Pascanu},
title = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
series = {Proceedings of Machine Learning Research},
volume = {198},
publisher = {{PMLR}},
year = {2022},
url = {http://proceedings.mlr.press/v198/},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/log/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/naacl/2022,
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/volumes/2022.naacl-main/},
isbn = {978-1-955917-71-1},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/naacl/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2022,
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {https://papers.nips.cc/paper\_files/paper/2022},
isbn = {9781713871088},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/nips/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-2,
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-26390-3},
doi = {10.1007/978-3-031-26390-3},
isbn = {978-3-031-26389-7},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2022-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigir/2022,
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495},
doi = {10.1145/3477495},
isbn = {978-1-4503-8732-3},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/sigir/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/wsdm/2022,
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560},
doi = {10.1145/3488560},
isbn = {978-1-4503-9132-0},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:reference/sp/2022rsh,
editor = {Francesco Ricci and
Lior Rokach and
Bracha Shapira},
title = {Recommender Systems Handbook},
publisher = {Springer {US}},
year = {2022},
url = {https://doi.org/10.1007/978-1-0716-2197-4},
doi = {10.1007/978-1-0716-2197-4},
isbn = {978-1-0716-2196-7},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/reference/sp/2022rsh.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2021sdu,
editor = {Amir Pouran Ben Veyseh and
Franck Dernoncourt and
Thien Huu Nguyen and
Walter Chang and
Leo Anthony Celi},
title = {Proceedings of the Workshop on Scientific Document Understanding co-located
with 35th {AAAI} Conference on Artificial Inteligence, SDU@AAAI 2021,
Virtual Event, February 9, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2831},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2831},
urn = {urn:nbn:de:0074-2831-3},
timestamp = {Sat, 15 Nov 2025 18:34:05 +0100},
biburl = {https://dblp.org/rec/conf/aaai/2021sdu.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bigdataconf/2021,
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021},
doi = {10.1109/BIGDATA52589.2021},
isbn = {978-1-6654-3902-2},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/emnlp/2021sustainlp,
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://aclanthology.org/volumes/2021.sustainlp-1/},
isbn = {978-1-955917-01-8},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/2021sustainlp.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/emnlp/2021-1,
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://aclanthology.org/volumes/2021.emnlp-main/},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/2021-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2021,
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548},
doi = {10.1145/3447548},
isbn = {978-1-4503-8332-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2021-3,
editor = {Kamal Karlapalem and
Hong Cheng and
Naren Ramakrishnan and
R. K. Agrawal and
P. Krishna Reddy and
Jaideep Srivastava and
Tanmoy Chakraborty},
title = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia
Conference, {PAKDD} 2021, Virtual Event, May 11-14, 2021, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12714},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-75768-7},
doi = {10.1007/978-3-030-75768-7},
isbn = {978-3-030-75767-0},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/2021-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2021-1,
editor = {Kamal Karlapalem and
Hong Cheng and
Naren Ramakrishnan and
R. K. Agrawal and
P. Krishna Reddy and
Jaideep Srivastava and
Tanmoy Chakraborty},
title = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia
Conference, {PAKDD} 2021, Virtual Event, May 11-14, 2021, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12712},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-75762-5},
doi = {10.1007/978-3-030-75762-5},
isbn = {978-3-030-75761-8},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/2021-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2021-2,
editor = {Kamal Karlapalem and
Hong Cheng and
Naren Ramakrishnan and
R. K. Agrawal and
P. Krishna Reddy and
Jaideep Srivastava and
Tanmoy Chakraborty},
title = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia
Conference, {PAKDD} 2021, Virtual Event, May 11-14, 2021, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12713},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-75765-6},
doi = {10.1007/978-3-030-75765-6},
isbn = {978-3-030-75764-9},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/2021-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2021,
editor = {Humberto Jes{\'{u}}s Corona Pamp{\'{\i}}n and
Martha A. Larson and
Martijn C. Willemsen and
Joseph A. Konstan and
Julian J. McAuley and
Jean Garcia{-}Gathright and
Bouke Huurnink and
Even Oldridge},
title = {RecSys '21: Fifteenth {ACM} Conference on Recommender Systems, Amsterdam,
The Netherlands, 27 September 2021 - 1 October 2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3460231},
doi = {10.1145/3460231},
isbn = {978-1-4503-8458-2},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/recsys/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2021,
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700},
doi = {10.1137/1.9781611976700},
isbn = {978-1-61197-670-0},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sdm/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/wsdm/2021,
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963},
doi = {10.1145/3437963},
isbn = {978-1-4503-8297-7},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2020,
title = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
publisher = {{AAAI} Press},
year = {2020},
url = {https://ojs.aaai.org/index.php/AAAI/issue/view/249},
isbn = {978-1-57735-823-7},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/aaai/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2020w,
editor = {Giuseppe Di Fatta and
Victor S. Sheng and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {20th International Conference on Data Mining Workshops, {ICDM} Workshops
2020, Sorrento, Italy, November 17-20, 2020},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDMW51313.2020},
doi = {10.1109/ICDMW51313.2020},
isbn = {978-1-7281-9012-9},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2020w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2020,
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020},
doi = {10.1109/ICDM50108.2020},
isbn = {978-1-7281-8316-9},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipps/2020w,
title = {2020 {IEEE} International Parallel and Distributed Processing Symposium
Workshops, {IPDPSW} 2020, New Orleans, LA, USA, May 18-22, 2020},
publisher = {{IEEE}},
year = {2020},
url = {https://ieeexplore.ieee.org/xpl/conhome/9142309/proceeding},
isbn = {978-1-7281-7445-7},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ipps/2020w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2020,
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486},
doi = {10.1145/3394486},
isbn = {978-1-4503-7998-4},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/2020ia3,
title = {10th {IEEE/ACM} Workshop on Irregular Applications: Architectures
and Algorithms, {IA3} 2020, Atlanta, GA, USA, November 11, 2020},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IA351965.2020},
doi = {10.1109/IA351965.2020},
isbn = {978-1-6654-1557-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sc/2020ia3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigir/2020,
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271},
doi = {10.1145/3397271},
isbn = {978-1-4503-8016-4},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sigir/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/www/2020c,
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
2020},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366424},
doi = {10.1145/3366424},
isbn = {978-1-4503-7024-0},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/www/2020c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2019,
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
publisher = {{ACM}},
year = {2019},
url = {https://dl.acm.org/citation.cfm?id=3357384},
isbn = {978-1-4503-6976-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/cikm/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2019,
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {http://educationaldatamining.org/edm2019/proceedings/},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/edm/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/eenergy/2019,
title = {Proceedings of the Tenth {ACM} International Conference on Future
Energy Systems, e-Energy 2019, Phoenix, AZ, USA, June 25-28, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3307772},
doi = {10.1145/3307772},
isbn = {978-1-4503-6671-7},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/eenergy/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gc/2019,
title = {First International Conference on Graph Computing, {GC} 2019, Laguna
Hills, CA, USA, September 25-27, 2019},
publisher = {{IEEE}},
year = {2019},
url = {https://ieeexplore.ieee.org/xpl/conhome/9022680/proceeding},
isbn = {978-1-7281-4129-9},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/gc/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icpp/2019,
title = {Proceedings of the 48th International Conference on Parallel Processing,
{ICPP} 2019, Kyoto, Japan, August 05-08, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3337821},
doi = {10.1145/3337821},
isbn = {978-1-4503-6295-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icpp/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/lak/2019,
title = {Proceedings of the 9th International Conference on Learning Analytics
{\&} Knowledge, {LAK} 2019, Tempe, AZ, USA, March 4-8, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3303772},
doi = {10.1145/3303772},
isbn = {978-1-4503-6256-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/lak/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/lats/2019,
title = {Proceedings of the Sixth {ACM} Conference on Learning @ Scale, L@S
2019, Chicago, IL, USA, June 24-25, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3330430},
doi = {10.1145/3330430},
isbn = {978-1-4503-6804-9},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/lats/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2019,
editor = {Toine Bogers and
Alan Said and
Peter Brusilovsky and
Domonkos Tikk},
title = {Proceedings of the 13th {ACM} Conference on Recommender Systems, RecSys
2019, Copenhagen, Denmark, September 16-20, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3298689},
doi = {10.1145/3298689},
isbn = {978-1-4503-6243-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/recsys/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/wsdm/2019,
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600},
doi = {10.1145/3289600},
isbn = {978-1-4503-5940-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/www/2019,
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558},
doi = {10.1145/3308558},
isbn = {978-1-4503-6674-8},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/www/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2018,
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/EDM2018/proceedings/},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/edm/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2018,
title = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://ieeexplore.ieee.org/xpl/conhome/8591042/proceeding},
isbn = {978-1-5386-9159-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2018,
editor = {Yike Guo and
Faisal Farooq},
title = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819},
doi = {10.1145/3219819},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2018-2,
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10938},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93037-4},
doi = {10.1007/978-3-319-93037-4},
isbn = {978-3-319-93036-7},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/2018-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2018,
editor = {Martin Ester and
Dino Pedreschi},
title = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321},
doi = {10.1137/1.9781611975321},
isbn = {978-1-61197-532-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sdm/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/www/2018c,
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Companion of the The Web Conference 2018 on The Web Conference 2018,
{WWW} 2018, Lyon , France, April 23-27, 2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3184558},
doi = {10.1145/3184558},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/www/2018c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/ws/18/BCT2018,
editor = {Shlomo Berkovsky and
Iv{\'{a}}n Cantador and
Domonkos Tikk},
title = {Collaborative Recommendations - Algorithms, Practical Challenges and
Applications},
publisher = {WorldScientific},
year = {2018},
url = {https://doi.org/10.1142/11131},
doi = {10.1142/11131},
isbn = {978-981-3275-34-8},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/books/ws/18/BCT2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:reference/db/2018,
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Encyclopedia of Database Systems, Second Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4614-8265-9},
doi = {10.1007/978-1-4614-8265-9},
isbn = {978-1-4614-8266-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/reference/db/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2017,
title = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
publisher = {{IEEE}},
year = {2017},
url = {https://ieeexplore.ieee.org/xpl/conhome/8255765/proceeding},
isbn = {978-1-5090-5004-8},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/europar/2017,
editor = {Francisco F. Rivera and
Tom{\'{a}}s F. Pena and
Jos{\'{e}} Carlos Cabaleiro},
title = {Euro-Par 2017: Parallel Processing - 23rd International Conference
on Parallel and Distributed Computing, Santiago de Compostela, Spain,
August 28 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10417},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-64203-1},
doi = {10.1007/978-3-319-64203-1},
isbn = {978-3-319-64202-4},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/europar/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/hpec/2017,
title = {2017 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2017, Waltham, MA, USA, September 12-14, 2017},
publisher = {{IEEE}},
year = {2017},
url = {https://ieeexplore.ieee.org/xpl/conhome/8079092/proceeding},
isbn = {978-1-5386-3472-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/hpec/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icpp/2017,
title = {46th International Conference on Parallel Processing, {ICPP} 2017,
Bristol, United Kingdom, August 14-17, 2017},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://ieeexplore.ieee.org/xpl/conhome/8023017/proceeding},
isbn = {978-1-5386-1042-8},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icpp/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipps/2017,
title = {2017 {IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} 2017, Orlando, FL, USA, May 29 - June 2, 2017},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://ieeexplore.ieee.org/xpl/conhome/7965806/proceeding},
isbn = {978-1-5386-3914-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ipps/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2017,
editor = {Paolo Cremonesi and
Francesco Ricci and
Shlomo Berkovsky and
Alexander Tuzhilin},
title = {Proceedings of the Eleventh {ACM} Conference on Recommender Systems,
RecSys 2017, Como, Italy, August 27-31, 2017},
publisher = {{ACM}},
year = {2017},
url = {http://dl.acm.org/citation.cfm?id=3109859},
isbn = {978-1-4503-4652-8},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/recsys/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2017,
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973},
doi = {10.1137/1.9781611974973},
isbn = {978-1-61197-497-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sdm/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2016,
title = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
publisher = {{IEEE}},
year = {2016},
url = {https://ieeexplore.ieee.org/xpl/conhome/7795280/proceeding},
isbn = {978-1-5090-5206-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icpp/2016,
title = {45th International Conference on Parallel Processing, {ICPP} 2016,
Philadelphia, PA, USA, August 16-19, 2016},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://ieeexplore.ieee.org/xpl/conhome/7573666/proceeding},
isbn = {978-1-5090-2823-8},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icpp/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipps/2016,
title = {2016 {IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} 2016, Chicago, IL, USA, May 23-27, 2016},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://ieeexplore.ieee.org/xpl/conhome/7510487/proceeding},
isbn = {978-1-5090-2140-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ipps/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2016-1,
editor = {James Bailey and
Latifur Khan and
Takashi Washio and
Gillian Dobbie and
Joshua Zhexue Huang and
Ruili Wang},
title = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia
Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9651},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31753-3},
doi = {10.1007/978-3-319-31753-3},
isbn = {978-3-319-31752-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/2016-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2016,
editor = {Shilad Sen and
Werner Geyer and
Jill Freyne and
Pablo Castells},
title = {Proceedings of the 10th {ACM} Conference on Recommender Systems, Boston,
MA, USA, September 15-19, 2016},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2959100},
doi = {10.1145/2959100},
isbn = {978-1-4503-4035-9},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/recsys/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/2016ia3,
title = {6th Workshop on Irregular Applications: Architecture and Algorithms,
IA3@SC 2016, Salt Lake City, UT, USA, November 13, 2016},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://ieeexplore.ieee.org/xpl/conhome/7831547/proceeding},
isbn = {978-1-5090-3867-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sc/2016ia3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/2016,
editor = {John West and
Cherri M. Pancake},
title = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2016, Salt Lake City, UT, USA,
November 13-18, 2016},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://ieeexplore.ieee.org/xpl/conhome/7875333/proceeding},
isbn = {978-1-4673-8815-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sc/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2015,
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2806416},
isbn = {978-1-4503-3794-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/cikm/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/europar/2015,
editor = {Jesper Larsson Tr{\"{a}}ff and
Sascha Hunold and
Francesco Versaci},
title = {Euro-Par 2015: Parallel Processing - 21st International Conference
on Parallel and Distributed Computing, Vienna, Austria, August 24-28,
2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9233},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-48096-0},
doi = {10.1007/978-3-662-48096-0},
isbn = {978-3-662-48095-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/europar/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icde/2015,
editor = {Johannes Gehrke and
Wolfgang Lehner and
Kyuseok Shim and
Sang Kyun Cha and
Guy M. Lohman},
title = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
Seoul, South Korea, April 13-17, 2015},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://ieeexplore.ieee.org/xpl/conhome/7109453/proceeding},
isbn = {978-1-4799-7964-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icde/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipps/2015,
title = {2015 {IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} 2015, Hyderabad, India, May 25-29, 2015},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://ieeexplore.ieee.org/xpl/conhome/7159926/proceeding},
isbn = {978-1-4799-8649-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ipps/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/lak/2015,
editor = {Josh Baron and
Grace Lynch and
Nicole Maziarz and
Paulo Blikstein and
Agathe Merceron and
George Siemens},
title = {Proceedings of the Fifth International Conference on Learning Analytics
And Knowledge, {LAK} '15, Poughkeepsie, NY, USA, March 16-20, 2015},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2723576},
isbn = {978-1-4503-3417-4},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/lak/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/premi/2015,
editor = {Marzena Kryszkiewicz and
Sanghamitra Bandyopadhyay and
Henryk Rybinski and
Sankar K. Pal},
title = {Pattern Recognition and Machine Intelligence - 6th International Conference,
PReMI 2015, Warsaw, Poland, June 30 - July 3, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9124},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19941-2},
doi = {10.1007/978-3-319-19941-2},
isbn = {978-3-319-19940-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/premi/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pvm/2015,
editor = {Jack J. Dongarra and
Alexandre Denis and
Brice Goglin and
Emmanuel Jeannot and
Guillaume Mercier},
title = {Proceedings of the 22nd European {MPI} Users' Group Meeting, EuroMPI
2015, Bordeaux, France, September 21-23, 2015},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2802658},
isbn = {978-1-4503-3795-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/pvm/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/2015ia3,
editor = {Antonino Tumeo and
John Feo and
Oreste Villa},
title = {Proceedings of the 5th Workshop on Irregular Applications - Architectures
and Algorithms, {IA3} 2015, Austin, Texas, USA, November 15, 2015},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2833179},
doi = {10.1145/2833179},
isbn = {978-1-4503-4001-4},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sc/2015ia3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2015,
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010},
doi = {10.1137/1.9781611974010},
isbn = {978-1-61197-401-0},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sdm/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:reference/sp/2015rsh,
editor = {Francesco Ricci and
Lior Rokach and
Bracha Shapira},
title = {Recommender Systems Handbook},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-1-4899-7637-6},
doi = {10.1007/978-1-4899-7637-6},
isbn = {978-1-4899-7636-9},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/reference/sp/2015rsh.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acssc/2014,
editor = {Michael B. Matthews},
title = {48th Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2014, Pacific Grove, CA, USA, November 2-5, 2014},
publisher = {{IEEE}},
year = {2014},
url = {https://ieeexplore.ieee.org/xpl/conhome/7066991/proceeding},
isbn = {978-1-4799-8297-4},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/acssc/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bibm/2014,
editor = {Huiru Jane Zheng and
Werner Dubitzky and
Xiaohua Hu and
Jin{-}Kao Hao and
Daniel P. Berrar and
Kwang{-}Hyun Cho and
Yadong Wang and
David R. Gilbert},
title = {2014 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2014, Belfast, United Kingdom, November 2-5, 2014},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://ieeexplore.ieee.org/xpl/conhome/6979782/proceeding},
isbn = {978-1-4799-5669-2},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/bibm/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cts/2014,
title = {2014 International Conference on Collaboration Technologies and Systems,
{CTS} 2014, Minneapolis, MN, USA, May 19-23, 2014},
publisher = {{IEEE}},
year = {2014},
url = {https://ieeexplore.ieee.org/xpl/conhome/6857934/proceeding},
isbn = {978-1-4799-5157-4},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/cts/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2014,
title = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
publisher = {{IEEE}},
year = {2014},
url = {https://ieeexplore.ieee.org/xpl/conhome/7050498/proceeding},
isbn = {978-1-4799-6991-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icde/2014,
editor = {Isabel F. Cruz and
Elena Ferrari and
Yufei Tao and
Elisa Bertino and
Goce Trajcevski},
title = {{IEEE} 30th International Conference on Data Engineering, Chicago,
{ICDE} 2014, IL, USA, March 31 - April 4, 2014},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://ieeexplore.ieee.org/xpl/conhome/6811095/proceeding},
isbn = {978-1-4799-3480-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icde/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2014w,
editor = {Zhi{-}Hua Zhou and
Wei Wang and
Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2014, Shenzhen, China, December 14, 2014},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://ieeexplore.ieee.org/xpl/conhome/7022263/proceeding},
isbn = {978-1-4799-4274-9},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2014w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2014-2,
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8444},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06605-9},
doi = {10.1007/978-3-319-06605-9},
isbn = {978-3-319-06604-2},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/2014-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/fpm2014,
editor = {Charu C. Aggarwal and
Jiawei Han},
title = {Frequent Pattern Mining},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07821-2},
doi = {10.1007/978-3-319-07821-2},
isbn = {978-3-319-07820-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/books/sp/fpm2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ictai/2013,
title = {25th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2013, Herndon, VA, USA, November 4-6, 2013},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://ieeexplore.ieee.org/xpl/conhome/6734837/proceeding},
isbn = {978-1-4799-2971-9},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ictai/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipps/2013,
title = {27th {IEEE} International Symposium on Parallel and Distributed Processing,
{IPDPS} 2013, Cambridge, MA, USA, May 20-24, 2013},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://ieeexplore.ieee.org/xpl/conhome/6569024/proceeding},
isbn = {978-1-4673-6066-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ipps/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2013,
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
publisher = {{ACM}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2487575},
isbn = {978-1-4503-2174-7},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2013-1,
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7818},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37453-1},
doi = {10.1007/978-3-642-37453-1},
isbn = {978-3-642-37452-4},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/2013-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/2013discs,
editor = {Xian{-}He Sun and
Yong Chen and
Philip C. Roth},
title = {Proceedings of the 2013 International Workshop on Data-Intensive Scalable
Computing Systems, {DISCS} 2013, Denver, Colorado, USA, November 18,
2013},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2534645},
doi = {10.1145/2534645},
isbn = {978-1-4503-2506-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sc/2013discs.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/crc/aggarwal2013,
editor = {Charu C. Aggarwal and
Chandan K. Reddy},
title = {Data Clustering: Algorithms and Applications},
publisher = {{CRC} Press},
year = {2014},
url = {http://www.crcpress.com/product/isbn/9781466558212},
isbn = {978-1-46-655821-2},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/books/crc/aggarwal2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/europar/2012,
editor = {Christos Kaklamanis and
Theodore S. Papatheodorou and
Paul G. Spirakis},
title = {Euro-Par 2012 Parallel Processing - 18th International Conference,
Euro-Par 2012, Rhodes Island, Greece, August 27-31, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7484},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32820-6},
doi = {10.1007/978-3-642-32820-6},
isbn = {978-3-642-32819-0},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/europar/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2012,
editor = {Padraig Cunningham and
Neil J. Hurley and
Ido Guy and
Sarabjot Singh Anand},
title = {Sixth {ACM} Conference on Recommender Systems, RecSys '12, Dublin,
Ireland, September 9-13, 2012},
publisher = {{ACM}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2365952},
isbn = {978-1-4503-1270-7},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/recsys/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sebd/2012,
editor = {Nicola Ferro and
Letizia Tanca},
title = {Twentieth Italian Symposium on Advanced Database Systems, {SEBD} 2012,
Venice, Italy, June 24-27, 2012, Proceedings},
publisher = {Edizioni Libreria Progetto, Padova, Italy},
year = {2012},
isbn = {978-88-96477-23-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sebd/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/www/2012c,
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {Proceedings of the 21st World Wide Web Conference, {WWW} 2012, Lyon,
France, April 16-20, 2012 (Companion Volume)},
publisher = {{ACM}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2187980},
isbn = {978-1-4503-1230-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/www/2012c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bcb/2011,
editor = {Robert Grossman and
Andrey Rzhetsky and
Sun Kim and
Wei Wang},
title = {{ACM} International Conference on Bioinformatics, Computational Biology
and Biomedicine, BCB' 11, Chicago, IL, {USA} - July 31 - August 03,
2011},
publisher = {{ACM}},
year = {2011},
url = {http://dl.acm.org/citation.cfm?id=2147805},
isbn = {978-1-4503-0796-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/bcb/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dis/2011,
editor = {Tapio Elomaa and
Jaakko Hollm{\'{e}}n and
Heikki Mannila},
title = {Discovery Science - 14th International Conference, {DS} 2011, Espoo,
Finland, October 5-7, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6926},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24477-3},
doi = {10.1007/978-3-642-24477-3},
isbn = {978-3-642-24476-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/dis/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2011,
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://ieeexplore.ieee.org/xpl/conhome/6135855/proceeding},
isbn = {978-0-7695-4408-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:reference/rsh/2011,
editor = {Francesco Ricci and
Lior Rokach and
Bracha Shapira and
Paul B. Kantor},
title = {Recommender Systems Handbook},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-0-387-85820-3},
doi = {10.1007/978-0-387-85820-3},
isbn = {978-0-387-85819-7},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/reference/rsh/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:reference/parallel/2011,
editor = {David A. Padua},
title = {Encyclopedia of Parallel Computing},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-0-387-09766-4},
doi = {10.1007/978-0-387-09766-4},
isbn = {978-0-387-09765-7},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/reference/parallel/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2010,
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://ieeexplore.ieee.org/xpl/conhome/5690658/proceeding},
isbn = {978-0-7695-4256-0},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipps/2010w,
title = {24th {IEEE} International Symposium on Parallel and Distributed Processing,
{IPDPS} 2010, Atlanta, Georgia, USA, 19-23 April 2010 - Workshop Proceedings},
publisher = {{IEEE}},
year = {2010},
url = {https://ieeexplore.ieee.org/xpl/conhome/5465895/proceeding},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ipps/2010w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlg/2010,
editor = {Ulf Brefeld and
Lise Getoor and
Sofus A. Macskassy},
title = {Proceedings of the Eighth Workshop on Mining and Learning with Graphs,
{MLG} '10, Washington, D.C., USA, July 24-25, 2010},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830252},
doi = {10.1145/1830252},
isbn = {978-1-4503-0214-2},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/mlg/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pricai/2010,
editor = {Byoung{-}Tak Zhang and
Mehmet A. Orgun},
title = {{PRICAI} 2010: Trends in Artificial Intelligence, 11th Pacific Rim
International Conference on Artificial Intelligence, Daegu, Korea,
August 30-September 2, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6230},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15246-7},
doi = {10.1007/978-3-642-15246-7},
isbn = {978-3-642-15245-0},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/pricai/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2010,
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/acml/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/ads/2010-40,
editor = {Charu C. Aggarwal and
Haixun Wang},
title = {Managing and Mining Graph Data},
series = {Advances in Database Systems},
volume = {40},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6045-0},
doi = {10.1007/978-1-4419-6045-0},
isbn = {978-1-4419-6044-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/series/ads/2010-40.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:reference/ml/2010,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Encyclopedia of Machine Learning},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8},
doi = {10.1007/978-0-387-30164-8},
isbn = {978-0-387-30768-8},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/reference/ml/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlg/2009,
editor = {Hendrik Blockeel and
Karsten M. Borgwardt and
Luc De Raedt and
Pedro M. Domingos and
Kristian Kersting and
Xifeng Yan},
title = {Proceedings of the Joint 7th Workshop on Mining and Learning with
Graphs and the 6th International Workshop on Statistical Relational
Learning, MLG/SRL@ILP 2009, Leuven, Belgium, July 2-4, 2009},
year = {2009},
url = {https://dtai.cs.kuleuven.be/events/ilp-mlg-srl/USBStick/},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/mlg/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2009,
editor = {Thanaruk Theeramunkong and
Boonserm Kijsirikul and
Nick Cercone and
Tu Bao Ho},
title = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5476},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01307-2},
doi = {10.1007/978-3-642-01307-2},
isbn = {978-3-642-01306-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2009-1,
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5781},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04180-8},
doi = {10.1007/978-3-642-04180-8},
isbn = {978-3-642-04179-2},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2009-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2009,
title = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795},
doi = {10.1137/1.9781611972795},
isbn = {978-0-89871-682-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sdm/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/tf/09/SRO2009,
editor = {Arie Shoshani and
Doron Rotem},
title = {Scientific Data Management - Challenges, Technology, and Deployment},
series = {Chapman and Hall / {CRC} computational science series},
publisher = {{CRC} Press / Taylor {\&} Francis},
year = {2009},
url = {https://doi.org/10.1201/9781420069815},
doi = {10.1201/9781420069815},
isbn = {978-1-4200-6980-8},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/books/tf/09/SRO2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:reference/db/2009,
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Encyclopedia of Database Systems},
publisher = {Springer {US}},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-39940-9},
doi = {10.1007/978-0-387-39940-9},
isbn = {978-0-387-35544-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/reference/db/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/apbc/2008,
editor = {Alvis Brazma and
Satoru Miyano and
Tatsuya Akutsu},
title = {Proceedings of the 6th Asia-Pacific Bioinformatics Conference, {APBC}
2008, 14-17 January 2008, Kyoto, Japan},
series = {Advances in Bioinformatics and Computational Biology},
volume = {6},
publisher = {Imperial College Press},
year = {2008},
isbn = {978-1-84816-108-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/apbc/2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bibm/2008,
editor = {Xue{-}wen Chen and
Xiaohua Hu and
Sun Kim},
title = {2008 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2008, Philadephia, Pennsylvania, USA, November 3-5, 2008},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://ieeexplore.ieee.org/xpl/conhome/4684854/proceeding},
isbn = {978-0-7695-3452-7},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/bibm/2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ica3pp/2008,
editor = {Anu G. Bourgeois and
Si{-}Qing Zheng},
title = {Algorithms and Architectures for Parallel Processing, 8th International
Conference, {ICA3PP} 2008, Cyprus, June 9-11, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5022},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69501-1},
doi = {10.1007/978-3-540-69501-1},
isbn = {978-3-540-69500-4},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ica3pp/2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2008w,
title = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://ieeexplore.ieee.org/xpl/conhome/4733896/proceeding},
isbn = {978-0-7695-3503-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2008w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2008-1,
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5211},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87479-9},
doi = {10.1007/978-3-540-87479-9},
isbn = {978-3-540-87478-2},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2008-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/psb/2008,
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Tiffany Murray and
Teri E. Klein},
title = {Biocomputing 2008, Proceedings of the Pacific Symposium, Kohala Coast,
Hawaii, USA, 4-8 January 2008},
publisher = {World Scientific},
year = {2008},
url = {http://psb.stanford.edu/psb-online/proceedings/psb08/},
isbn = {978-981-277-608-2},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/psb/2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipps/2007,
title = {21th International Parallel and Distributed Processing Symposium {(IPDPS}
2007), Proceedings, 26-30 March 2007, Long Beach, California, {USA}},
publisher = {{IEEE}},
year = {2007},
url = {https://ieeexplore.ieee.org/xpl/conhome/4203121/proceeding},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ipps/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2007,
title = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771},
doi = {10.1137/1.9781611972771},
isbn = {978-0-89871-630-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sdm/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2006,
title = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://ieeexplore.ieee.org/xpl/conhome/4053012/proceeding},
isbn = {0-7695-2701-9},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipps/2006,
title = {20th International Parallel and Distributed Processing Symposium {(IPDPS}
2006), Proceedings, 25-29 April 2006, Rhodes Island, Greece},
publisher = {{IEEE}},
year = {2006},
url = {https://ieeexplore.ieee.org/xpl/conhome/10917/proceeding},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ipps/2006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2006web,
editor = {Olfa Nasraoui and
Myra Spiliopoulou and
Jaideep Srivastava and
Bamshad Mobasher and
Brij M. Masand},
title = {Advances in Web Mining and Web Usage Analysis, 8th International Workshop
on Knowledge Discovery on the Web, WebKDD 2006, Philadelphia, PA,
USA, August 20, 2006, Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {4811},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77485-3},
doi = {10.1007/978-3-540-77485-3},
isbn = {978-3-540-77484-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2006web.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2006,
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
publisher = {{ACM}},
year = {2006},
isbn = {1-59593-339-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0015184,
editor = {Jacob Kogan and
Charles K. Nicholas and
Marc Teboulle},
title = {Grouping Multidimensional Data - Recent Advances in Clustering},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/3-540-28349-8},
doi = {10.1007/3-540-28349-8},
isbn = {978-3-540-28348-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/books/daglib/0015184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/siam/06/HRS2006,
editor = {Michael A. Heroux and
Padma Raghavan and
Horst D. Simon},
title = {Parallel Processing for Scientific Computing},
series = {Software, Environments, Tools},
volume = {20},
publisher = {{SIAM}},
year = {2006},
url = {https://doi.org/10.1137/1.9780898718133},
doi = {10.1137/1.9780898718133},
isbn = {978-0-89871-619-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/books/siam/06/HRS2006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/amia/2005,
title = {{AMIA} 2005, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, October 22-26, 2005},
publisher = {{AMIA}},
year = {2005},
url = {https://knowledge.amia.org/amia-55142-a2005a-1.613296},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/amia/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2005,
editor = {Otthein Herzog and
Hans{-}J{\"{o}}rg Schek and
Norbert Fuhr and
Abdur Chowdhury and
Wilfried Teiken},
title = {Proceedings of the 2005 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Bremen, Germany, October 31 - November 5,
2005},
publisher = {{ACM}},
year = {2005},
isbn = {1-59593-140-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/cikm/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icail/2005,
editor = {Giovanni Sartor},
title = {The Tenth International Conference on Artificial Intelligence and
Law, Proceedings of the Conference, June 6-11, 2005, Bologna, Italy},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1165485},
doi = {10.1145/1165485},
isbn = {1-59593-081-7},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icail/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2005,
editor = {Hillol Kargupta and
Jaideep Srivastava and
Chandrika Kamath and
Arnold Goodman},
title = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
publisher = {{SIAM}},
year = {2005},
url = {https://doi.org/10.1137/1.9781611972757},
doi = {10.1137/1.9781611972757},
isbn = {978-0-89871-593-4},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sdm/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/Wang05,
editor = {Jason Tsong{-}Li Wang and
Mohammed Javeed Zaki and
Hannu Toivonen and
Dennis E. Shasha},
title = {Data Mining in Bioinformatics},
publisher = {Springer},
year = {2005},
isbn = {1-85233-671-4},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/books/sp/Wang05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2004,
editor = {David A. Grossman and
Luis Gravano and
ChengXiang Zhai and
Otthein Herzog and
David A. Evans},
title = {Proceedings of the 2004 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Washington, DC, USA, November 8-13, 2004},
publisher = {{ACM}},
year = {2004},
isbn = {1-58113-874-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/cikm/2004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dac/2004,
editor = {Sharad Malik and
Limor Fix and
Andrew B. Kahng},
title = {Proceedings of the 41th Design Automation Conference, {DAC} 2004,
San Diego, CA, USA, June 7-11, 2004},
publisher = {{ACM}},
year = {2004},
url = {http://dl.acm.org/citation.cfm?id=996566},
isbn = {1-58113-828-8},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/dac/2004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/fpga/2004,
editor = {Russell Tessier and
Herman Schmit},
title = {Proceedings of the {ACM/SIGDA} 12th International Symposium on Field
Programmable Gate Arrays, {FPGA} 2004, Monterey, California, USA,
February 22-24, 2004},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/968280},
doi = {10.1145/968280},
isbn = {1-58113-829-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/fpga/2004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2004,
title = {Proceedings of the 4th {IEEE} International Conference on Data Mining
{(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://ieeexplore.ieee.org/xpl/conhome/9681/proceeding},
isbn = {0-7695-2142-8},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2004,
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
publisher = {{ACM}},
year = {2004},
isbn = {1-58113-888-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2004,
editor = {Michael W. Berry and
Umeshwar Dayal and
Chandrika Kamath and
David B. Skillicorn},
title = {Proceedings of the Fourth {SIAM} International Conference on Data
Mining, Lake Buena Vista, Florida, USA, April 22-24, 2004},
publisher = {{SIAM}},
year = {2004},
url = {https://doi.org/10.1137/1.9781611972740},
doi = {10.1137/1.9781611972740},
isbn = {978-0-89871-568-2},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sdm/2004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bibe/2003,
title = {3rd {IEEE} International Symposium on BioInformatics and BioEngineering
{(BIBE} 2003), 10-12 March 2003, Bethesda, MD, {USA}},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://ieeexplore.ieee.org/xpl/conhome/8465/proceeding},
isbn = {0-7695-1907-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/bibe/2003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2003,
title = {Proceedings of the 2003 {ACM} {CIKM} International Conference on Information
and Knowledge Management, New Orleans, Louisiana, USA, November 2-8,
2003},
publisher = {{ACM}},
year = {2003},
isbn = {1-58113-723-0},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/cikm/2003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iccad/2003,
title = {2003 International Conference on Computer-Aided Design, {ICCAD} 2003,
San Jose, CA, USA, November 9-13, 2003},
publisher = {{IEEE} Computer Society / {ACM}},
year = {2003},
url = {https://ieeexplore.ieee.org/xpl/conhome/8895/proceeding},
isbn = {1-58113-762-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/iccad/2003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2003,
title = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
{(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://ieeexplore.ieee.org/xpl/conhome/8854/proceeding},
isbn = {0-7695-1978-4},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/2003,
title = {Proceedings of the {ACM/IEEE} {SC2003} Conference on High Performance
Networking and Computing, 15-21 November 2003, Phoenix, AZ, USA, CD-Rom},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/1048935},
doi = {10.1145/1048935},
isbn = {1-58113-695-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sc/2003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/slip/2003,
editor = {Dennis Sylvester and
Dirk Stroobandt and
Louis Scheffer and
Payman Zarkesh{-}Ha},
title = {The 5th International Workshop on System-Level Interconnect Prediction
{(SLIP} 2003), Monterey, CA, USA, April 5-6, 2003, Proceedings},
publisher = {{ACM}},
year = {2003},
isbn = {1-58113-627-7},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/slip/2003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2002,
title = {Proceedings of the 2002 {ACM} {CIKM} International Conference on Information
and Knowledge Management, McLean, VA, USA, November 4-9, 2002},
publisher = {{ACM}},
year = {2002},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/cikm/2002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iccad/2002,
editor = {Lawrence T. Pileggi and
Andreas Kuehlmann},
title = {Proceedings of the 2002 {IEEE/ACM} International Conference on Computer-aided
Design, {ICCAD} 2002, San Jose, California, USA, November 10-14, 2002},
publisher = {{ACM} / {IEEE} Computer Society},
year = {2002},
url = {http://dl.acm.org/citation.cfm?id=774572},
isbn = {0-7803-7607-2},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/iccad/2002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2002,
title = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://ieeexplore.ieee.org/xpl/conhome/8435/proceeding},
isbn = {0-7695-1754-4},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icecsys/2002,
title = {Proceedings of the 2002 9th {IEEE} International Conference on Electronics,
Circuits and Systems, {ICECS} 2002, Dubrovnik, Croatia, September
15-18, 2002},
publisher = {{IEEE}},
year = {2002},
url = {https://ieeexplore.ieee.org/xpl/conhome/8101/proceeding},
isbn = {0-7803-7596-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icecsys/2002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/itcc/2002,
title = {2002 International Symposium on Information Technology {(ITCC} 2002),
8-10 April 2002, Las Vegas, NV, {USA}},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://ieeexplore.ieee.org/xpl/conhome/7847/proceeding},
isbn = {0-7695-1506-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/itcc/2002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2002bio,
editor = {Mohammed Javeed Zaki and
Jason Tsong{-}Li Wang and
Hannu Toivonen},
title = {Proceedings of the 2nd {ACM} {SIGKDD} Workshop on Data Mining in Bioinformatics
{(BIOKDD} 2002), July 23rd, 2002, Edmonton, Alberta, Canada},
year = {2002},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2002bio.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2002,
editor = {Ming{-}Shan Cheng and
Philip S. Yu and
Bing Liu},
title = {Advances in Knowledge Discovery and Data Mining, 6th Pacific-Asia
Conference, {PAKDD} 2002, Taipei, Taiwan, May 6-8, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2336},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-47887-6},
doi = {10.1007/3-540-47887-6},
isbn = {3-540-43704-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/2002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/www/2002,
editor = {David Lassner and
David De Roure and
Arun Iyengar},
title = {Proceedings of the Eleventh International World Wide Web Conference,
{WWW} 2002, May 7-11, 2002, Honolulu, Hawaii, {USA}},
publisher = {{ACM}},
year = {2002},
isbn = {1-58113-449-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/www/2002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bibe/2001,
editor = {Nikolaos G. Bourbakis},
title = {2nd {IEEE} International Symposium on Bioinformatics and Bioengineering,
Bethesda, Maryland, USA, November 4-5, 2001, Proceedings},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://ieeexplore.ieee.org/xpl/conhome/7689/proceeding},
isbn = {0-7695-1423-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/bibe/2001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2001,
title = {Proceedings of the 2001 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Atlanta, Georgia, USA, November 5-10, 2001},
publisher = {{ACM}},
year = {2001},
isbn = {1-58113-436-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/cikm/2001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cluster/2001,
title = {2001 {IEEE} International Conference on Cluster Computing {(CLUSTER}
2001), 8-11 October 2001, Newport Beach, CA, {USA}},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://ieeexplore.ieee.org/xpl/conhome/7602/proceeding},
isbn = {0-7695-1116-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/cluster/2001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/europar/2001,
editor = {Rizos Sakellariou and
John A. Keane and
John R. Gurd and
Len Freeman},
title = {Euro-Par 2001: Parallel Processing, 7th International Euro-Par Conference
Manchester, {UK} August 28-31, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2150},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44681-8},
doi = {10.1007/3-540-44681-8},
isbn = {3-540-42495-4},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/europar/2001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2001,
editor = {Nick Cercone and
Tsau Young Lin and
Xindong Wu},
title = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
29 November - 2 December 2001, San Jose, California, {USA}},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://ieeexplore.ieee.org/xpl/conhome/7762/proceeding},
isbn = {0-7695-1119-8},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2001bio,
editor = {Mohammed Javeed Zaki and
Hannu Toivonen and
Jason Tsong{-}Li Wang},
title = {Proceedings of the {ACM} {SIGKDD} Workshop on Data Mining in Bioinformatics
{(BIOKDD} 2001)},
year = {2001},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2001bio.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2001,
editor = {David Wai{-}Lok Cheung and
Graham J. Williams and
Qing Li},
title = {Knowledge Discovery and Data Mining - {PAKDD} 2001, 5th Pacific-Asia
Conference, Hong Kong, China, April 16-18, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2035},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45357-1},
doi = {10.1007/3-540-45357-1},
isbn = {3-540-41910-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/2001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/2001,
editor = {Greg Johnson},
title = {Proceedings of the 2001 {ACM/IEEE} conference on Supercomputing, Denver,
CO, USA, November 10-16, 2001, {CD-ROM}},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/582034},
doi = {10.1145/582034},
isbn = {1-58113-293-X},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sc/2001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2001,
editor = {Vipin Kumar and
Robert L. Grossman},
title = {Proceedings of the First {SIAM} International Conference on Data Mining,
{SDM} 2001, Chicago, IL, USA, April 5-7, 2001},
publisher = {{SIAM}},
year = {2001},
url = {https://doi.org/10.1137/1.9781611972719},
doi = {10.1137/1.9781611972719},
isbn = {978-0-89871-495-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sdm/2001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/www/2001,
editor = {Vincent Y. Shen and
Nobuo Saito and
Michael R. Lyu and
Mary Ellen Zurko},
title = {Proceedings of the Tenth International World Wide Web Conference,
{WWW} 10, Hong Kong, China, May 1-5, 2001},
publisher = {{ACM}},
year = {2001},
isbn = {1-58113-348-0},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/www/2001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2000,
title = {Proceedings of the 2000 {ACM} {CIKM} International Conference on Information
and Knowledge Management, McLean, VA, USA, November 6-11, 2000},
publisher = {{ACM}},
year = {2000},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/cikm/2000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/europar/2000,
editor = {Arndt Bode and
Thomas Ludwig and
Wolfgang Karl and
Roland Wism{\"{u}}ller},
title = {Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference,
Munich, Germany, August 29 - September 1, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1900},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-44520-X},
doi = {10.1007/3-540-44520-X},
isbn = {3-540-67956-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/europar/2000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/hcw/2000,
title = {9th Heterogeneous Computing Workshop, {HCW} 2000, Cancun, Mexico,
May 1, 2000},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://ieeexplore.ieee.org/xpl/conhome/6813/proceeding},
isbn = {0-7695-0556-2},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/hcw/2000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipps/2000w,
editor = {Jos{\'{e}} D. P. Rolim},
title = {Parallel and Distributed Processing, 15 {IPDPS} 2000 Workshops, Cancun,
Mexico, May 1-5, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1800},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45591-4},
doi = {10.1007/3-540-45591-4},
isbn = {3-540-67442-X},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ipps/2000w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2000,
editor = {Djamel A. Zighed and
Henryk Jan Komorowski and
Jan M. Zytkow},
title = {Principles of Data Mining and Knowledge Discovery, 4th European Conference,
{PKDD} 2000, Lyon, France, September 13-16, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1910},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45372-5},
doi = {10.1007/3-540-45372-5},
isbn = {3-540-41066-X},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/2000,
editor = {Jed Donnelley},
title = {Proceedings Supercomputing 2000, November 4-10, 2000, Dallas, Texas,
{USA.} {IEEE} Computer Society, {CD-ROM}},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://ieeexplore.ieee.org/xpl/conhome/10616/proceeding},
isbn = {0-7803-9802-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sc/2000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigecom/2000,
editor = {Anant Jhingran and
Jeff MacKie{-}Mason and
Doug J. Tygar},
title = {Proceedings of the 2nd {ACM} Conference on Electronic Commerce (EC-00),
Minneapolis, MN, USA, October 17-20, 2000},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/352871},
doi = {10.1145/352871},
isbn = {1-58113-272-7},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/2000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dac/1999,
editor = {Mary Jane Irwin},
title = {Proceedings of the 36th Conference on Design Automation, New Orleans,
LA, USA, June 21-25, 1999},
publisher = {{ACM} Press},
year = {1999},
url = {http://dl.acm.org/citation.cfm?id=309847},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/dac/1999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/europar/1999,
editor = {Patrick Amestoy and
Philippe Berger and
Michel J. Dayd{\'{e}} and
Iain S. Duff and
Val{\'{e}}rie Frayss{\'{e}} and
Luc Giraud and
Daniel Ruiz},
title = {Euro-Par '99 Parallel Processing, 5th International Euro-Par Conference,
Toulouse, France, August 31 - September 3, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1685},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48311-X},
doi = {10.1007/3-540-48311-X},
isbn = {3-540-66443-2},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/europar/1999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icpp/1999,
title = {Proceedings of the International Conference on Parallel Processing
1999, {ICPP} 1999, Wakamatsu, Japan, September 21-24, 1999},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://ieeexplore.ieee.org/xpl/conhome/6466/proceeding},
isbn = {0-7695-0350-0},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icpp/1999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/1999pdm,
editor = {Mohammed Javeed Zaki and
Ching{-}Tien Ho},
title = {Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel
{KDD} Systems, SIGKDD, August 15, 1999, San Diego, CA, USA, revised
papers},
series = {Lecture Notes in Computer Science},
volume = {1759},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-46502-2},
doi = {10.1007/3-540-46502-2},
isbn = {3-540-67194-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/kdd/1999pdm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ppsc/1999,
title = {Proceedings of the Ninth {SIAM} Conference on Parallel Processing
for Scientific Computing, {PP} 1999, San Antonio, Texas, USA, March
22-24, 1999},
publisher = {{SIAM}},
year = {1999},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ppsc/1999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/1999,
title = {Proceedings of the {ACM/IEEE} Conference on Supercomputing, {SC} 1999,
November 13-19, 1999, Portland, Oregon, {USA}},
publisher = {{ACM}},
year = {1999},
url = {https://doi.org/10.1145/331532},
doi = {10.1145/331532},
isbn = {1-58113-091-0},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sc/1999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/agents/1998,
editor = {Katia P. Sycara and
Michael J. Wooldridge},
title = {Proceedings of the Second International Conference on Autonomous Agents,
{AGENTS} 1998, St. Paul, Minnepolis, USA, May 9-13, 1998},
publisher = {{ACM}},
year = {1998},
url = {https://doi.org/10.1145/280765},
doi = {10.1145/280765},
isbn = {0-89791-983-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/agents/1998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipps/1998,
title = {12th International Parallel Processing Symposium / 9th Symposium on
Parallel and Distributed Processing {(IPPS/SPDP} '98), March 30 -
April 3, 1998, Orlando, Florida, USA, Proceedings},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://ieeexplore.ieee.org/xpl/conhome/5485/proceeding},
isbn = {0-8186-8403-8},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ipps/1998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/1998,
title = {Proceedings of the {ACM/IEEE} Conference on Supercomputing, {SC} 1998,
November 7-13, 1998, Orlando, FL, {USA}},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://ieeexplore.ieee.org/xpl/conhome/9818/proceeding},
isbn = {0-8186-8707-X},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sc/1998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/srds/1998,
title = {The Seventeenth Symposium on Reliable Distributed Systems, {SRDS}
1998, West Lafayette, Indiana, USA, October 20-22, 1998, Proceedings},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://ieeexplore.ieee.org/xpl/conhome/5971/proceeding},
isbn = {0-8186-9218-9},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/srds/1998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dac/1997,
editor = {Ellen J. Yoffa and
Giovanni De Micheli and
Jan M. Rabaey},
title = {Proceedings of the 34st Conference on Design Automation, Anaheim,
California, USA, Anaheim Convention Center, June 9-13, 1997},
publisher = {{ACM} Press},
year = {1997},
url = {http://dl.acm.org/citation.cfm?id=266021},
isbn = {0-89791-920-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/dac/1997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dmkd/1997,
title = {Workshop on Research Issues on Data Mining and Knowledge Discovery,
{DMKD} 1997 in cooperation with {ACM} SIGMOD'97, Tucson, Arizona,
USA, May 11, 1997},
year = {1997},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/dmkd/1997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/europar/1997,
editor = {Christian Lengauer and
Martin Griebl and
Sergei Gorlatch},
title = {Euro-Par '97 Parallel Processing, Third International Euro-Par Conference,
Passau, Germany, August 26-29, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1300},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/BFb0002712},
doi = {10.1007/BFB0002712},
isbn = {3-540-63440-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/europar/1997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/hipc/1997,
title = {Proceedings of the Fourth International on High-Performance Computing,
HiPC 1997, Bangalore, India, 18-21 December, 1997},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://ieeexplore.ieee.org/xpl/conhome/5020/proceeding},
isbn = {0-8186-8067-9},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/hipc/1997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ppsc/1997,
title = {Proceedings of the Eighth {SIAM} Conference on Parallel Processing
for Scientific Computing, {PP} 1997, Hyatt Regency Minneapolis on
Nicollel Mall Hotel, Minneapolis, Minnesota, USA, March 14-17, 1997},
publisher = {{SIAM}},
year = {1997},
isbn = {0-89871-395-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ppsc/1997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/1997,
title = {Proceedings of the {ACM/IEEE} Conference on Supercomputing, {SC} 1997,
November 15-21, 1997, San Jose, CA, {USA}},
publisher = {{ACM}},
year = {1997},
url = {https://doi.org/10.1145/509593},
doi = {10.1145/509593},
isbn = {0-89791-985-8},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sc/1997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmod/97,
editor = {Joan Peckham},
title = {{SIGMOD} 1997, Proceedings {ACM} {SIGMOD} International Conference
on Management of Data, May 13-15, 1997, Tucson, Arizona, {USA}},
publisher = {{ACM} Press},
year = {1997},
url = {https://doi.org/10.1145/253260},
doi = {10.1145/253260},
isbn = {978-0-89791-911-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipps/1996,
title = {Proceedings of {IPPS} '96, The 10th International Parallel Processing
Symposium, April 15-19, 1996, Honolulu, Hawaii, {USA}},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://ieeexplore.ieee.org/xpl/conhome/3743/proceeding},
isbn = {0-8186-7255-2},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ipps/1996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/1996,
title = {Proceedings of the 1996 {ACM/IEEE} Conference on Supercomputing, November
17-22, 1996, Pittsburgh, PA, {USA}},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://ieeexplore.ieee.org/xpl/conhome/9594/proceeding},
doi = {10.1145/369028},
isbn = {0-89791-854-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sc/1996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icpp/1995-3,
editor = {Kyle A. Gallivan},
title = {Proceedings of the 1995 International Conference on Parallel Processing,
Urbana-Champain, Illinois, USA, August 14-18, 1995. Volume {III:}
Algorithms {\&} Applications},
publisher = {{CRC} Press},
year = {1995},
isbn = {0-8493-2617-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/icpp/1995-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ppsc/1995,
editor = {David H. Bailey and
Petter E. Bj{\o}rstad and
John R. Gilbert and
Michael Mascagni and
Robert S. Schreiber and
Horst D. Simon and
Virginia Torczon and
Layne T. Watson},
title = {Proceedings of the Seventh {SIAM} Conference on Parallel Processing
for Scientific Computing, {PP} 1995, San Francisco, California, USA,
February 15-17, 1995},
publisher = {{SIAM}},
year = {1995},
isbn = {0-89871-344-7},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ppsc/1995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/1995,
editor = {Sidney Karin},
title = {Proceedings Supercomputing '95, San Diego, CA, USA, December 4-8,
1995},
publisher = {{ACM}},
year = {1995},
url = {https://doi.org/10.1145/224170},
doi = {10.1145/224170},
isbn = {0-89791-816-9},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sc/1995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dimacs/dimacs22,
editor = {Panos M. Pardalos and
Mauricio G. C. Resende and
K. G. Ramakrishnan},
title = {Workshop on Parallel Processing of Discrete Optimization Problems,
Proceedings of a {DIMACS} Workshop, Princeton, New Jersey, USA, April
28-29, 1994},
series = {{DIMACS} Series in Discrete Mathematics and Theoretical Computer Science},
volume = {22},
publisher = {{DIMACS/AMS}},
year = {1995},
url = {https://doi.org/10.1090/dimacs/022},
doi = {10.1090/DIMACS/022},
isbn = {978-0-8218-0240-3},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/dimacs/dimacs22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/1994,
editor = {Gary M. Johnson},
title = {Proceedings Supercomputing '94, Washington, DC, USA, November 14-18,
1994},
publisher = {{IEEE} Computer Society},
year = {1994},
url = {https://ieeexplore.ieee.org/xpl/conhome/1005/proceeding},
isbn = {0-8186-6605-6},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sc/1994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipps/1993,
title = {The Seventh International Parallel Processing Symposium, Proceedings,
Newport Beach, California, USA, April 13-16, 1993},
publisher = {{IEEE} Computer Society},
year = {1993},
url = {https://ieeexplore.ieee.org/xpl/conhome/454/proceeding},
isbn = {0-8186-3442-1},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ipps/1993.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sc/1992,
editor = {Robert Werner},
title = {Proceedings Supercomputing '92, Minneapolis, MN, USA, November 16-20,
1992},
publisher = {{IEEE} Computer Society},
year = {1992},
url = {https://ieeexplore.ieee.org/xpl/conhome/390/proceeding},
isbn = {0-8186-2630-5},
timestamp = {Sat, 15 Nov 2025 18:34:06 +0100},
biburl = {https://dblp.org/rec/conf/sc/1992.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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