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BibTeX records: Jie Chen 0007
@inproceedings{DBLP:conf/acl/HuS0DW00JDLMZW25,
author = {Yiwen Hu and
Huatong Song and
Jie Chen and
Jia Deng and
Jiapeng Wang and
Kun Zhou and
Yutao Zhu and
Jinhao Jiang and
Zican Dong and
Yang Lu and
Xu Miao and
Xin Zhao and
Ji{-}Rong Wen},
editor = {Wanxiang Che and
Joyce Nabende and
Ekaterina Shutova and
Mohammad Taher Pilehvar},
title = {YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model},
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 = {5374--5400},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://aclanthology.org/2025.acl-long.268/},
timestamp = {Sun, 02 Nov 2025 21:27:24 +0100},
biburl = {https://dblp.org/rec/conf/acl/HuS0DW00JDLMZW25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Chen0W00JMZDMLS25,
author = {Jie Chen and
Zhipeng Chen and
Jiapeng Wang and
Kun Zhou and
Yutao Zhu and
Jinhao Jiang and
Yingqian Min and
Xin Zhao and
Zhicheng Dou and
Jiaxin Mao and
Yankai Lin and
Ruihua Song and
Jun Xu and
Xu Chen and
Rui Yan and
Zhewei Wei and
Di Hu and
Wenbing Huang and
Ji{-}Rong Wen},
editor = {Wanxiang Che and
Joyce Nabende and
Ekaterina Shutova and
Mohammad Taher Pilehvar},
title = {Towards Effective and Efficient Continual Pre-training of Large Language
Models},
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 = {5779--5795},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://aclanthology.org/2025.acl-long.289/},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/Chen0W00JMZDMLS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuSMJ025,
author = {Gang Liu and
Michael Sun and
Wojciech Matusik and
Meng Jiang and
Jie Chen},
title = {Multimodal Large Language Models for Inverse Molecular Design with
Retrosynthetic Planning},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=rQ7fz9NO7f},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiuSMJ025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SunLG0CM25,
author = {Michael Sun and
Alston Lo and
Minghao Guo and
Jie Chen and
Connor W. Coley and
Wojciech Matusik},
title = {Procedural Synthesis of Synthesizable Molecules},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=OGfyzExd69},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SunLG0CM25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-04548,
author = {Zhipeng Chen and
Yingqian Min and
Beichen Zhang and
Jie Chen and
Jinhao Jiang and
Daixuan Cheng and
Wayne Xin Zhao and
Zheng Liu and
Xu Miao and
Yang Lu and
Lei Fang and
Zhongyuan Wang and
Ji{-}Rong Wen},
title = {An Empirical Study on Eliciting and Improving R1-like Reasoning Models},
journal = {CoRR},
volume = {abs/2503.04548},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.04548},
doi = {10.48550/ARXIV.2503.04548},
eprinttype = {arXiv},
eprint = {2503.04548},
timestamp = {Fri, 11 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-04548.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-05592,
author = {Huatong Song and
Jinhao Jiang and
Yingqian Min and
Jie Chen and
Zhipeng Chen and
Wayne Xin Zhao and
Lei Fang and
Ji{-}Rong Wen},
title = {R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2503.05592},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.05592},
doi = {10.48550/ARXIV.2503.05592},
eprinttype = {arXiv},
eprint = {2503.05592},
timestamp = {Fri, 11 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-05592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-00281,
author = {Tianshi Xu and
Zechen Zhang and
Jie Chen and
Yousef Saad and
Yuanzhe Xi},
title = {Mixed Precision Orthogonalization-Free Projection Methods for Eigenvalue
and Singular Value Problems},
journal = {CoRR},
volume = {abs/2505.00281},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.00281},
doi = {10.48550/ARXIV.2505.00281},
eprinttype = {arXiv},
eprint = {2505.00281},
timestamp = {Wed, 18 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-00281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-22948,
author = {Michael Sun and
Weize Yuan and
Gang Liu and
Wojciech Matusik and
Jie Chen},
title = {Foundation Molecular Grammar: Multi-Modal Foundation Models Induce
Interpretable Molecular Graph Languages},
journal = {CoRR},
volume = {abs/2505.22948},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.22948},
doi = {10.48550/ARXIV.2505.22948},
eprinttype = {arXiv},
eprint = {2505.22948},
timestamp = {Sun, 29 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-22948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-22949,
author = {Michael Sun and
Orion Foo and
Gang Liu and
Wojciech Matusik and
Jie Chen},
title = {Directed Graph Grammars for Sequence-based Learning},
journal = {CoRR},
volume = {abs/2505.22949},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.22949},
doi = {10.48550/ARXIV.2505.22949},
eprinttype = {arXiv},
eprint = {2505.22949},
timestamp = {Sun, 29 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-22949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-23946,
author = {Yuanzhe Liu and
Ryan Deng and
Tim Kaler and
Xuhao Chen and
Charles E. Leiserson and
Yao Ma and
Jie Chen},
title = {Lessons Learned: {A} Multi-Agent Framework for Code LLMs to Learn
and Improve},
journal = {CoRR},
volume = {abs/2505.23946},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.23946},
doi = {10.48550/ARXIV.2505.23946},
eprinttype = {arXiv},
eprint = {2505.23946},
timestamp = {Tue, 05 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-23946.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-02260,
author = {Jia Deng and
Jie Chen and
Zhipeng Chen and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Decomposing the Entropy-Performance Exchange: The Missing Keys to
Unlocking Effective Reinforcement Learning},
journal = {CoRR},
volume = {abs/2508.02260},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.02260},
doi = {10.48550/ARXIV.2508.02260},
eprinttype = {arXiv},
eprint = {2508.02260},
timestamp = {Wed, 10 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-02260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-07534,
author = {Jia Deng and
Jie Chen and
Zhipeng Chen and
Daixuan Cheng and
Fei Bai and
Beichen Zhang and
Yinqian Min and
Yanzipeng Gao and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {From Trial-and-Error to Improvement: {A} Systematic Analysis of {LLM}
Exploration Mechanisms in {RLVR}},
journal = {CoRR},
volume = {abs/2508.07534},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.07534},
doi = {10.48550/ARXIV.2508.07534},
eprinttype = {arXiv},
eprint = {2508.07534},
timestamp = {Sat, 13 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-07534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-05007,
author = {Jie Chen and
Jinhao Jiang and
Yingqian Min and
Zican Dong and
Shijie Wang and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven
Test-Time Scaling Framework},
journal = {CoRR},
volume = {abs/2509.05007},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.05007},
doi = {10.48550/ARXIV.2509.05007},
eprinttype = {arXiv},
eprint = {2509.05007},
timestamp = {Sun, 12 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-05007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-22868,
author = {Zehao Niu and
Mihai Anitescu and
Jie Chen},
title = {Neighborhood Sampling Does Not Learn the Same Graph Neural Network},
journal = {CoRR},
volume = {abs/2509.22868},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.22868},
doi = {10.48550/ARXIV.2509.22868},
eprinttype = {arXiv},
eprint = {2509.22868},
timestamp = {Mon, 20 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-22868.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-03051,
author = {Jamison Meindl and
Yunsheng Tian and
Tony Cui and
Veronika Thost and
Zhang{-}Wei Hong and
Johannes D{\"{u}}rholt and
Jie Chen and
Wojciech Matusik and
Mina Konakovic{-}Lukovic},
title = {ZeroShotOpt: Towards Zero-Shot Pretrained Models for Efficient Black-Box
Optimization},
journal = {CoRR},
volume = {abs/2510.03051},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.03051},
doi = {10.48550/ARXIV.2510.03051},
eprinttype = {arXiv},
eprint = {2510.03051},
timestamp = {Sun, 09 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-03051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-25404,
author = {Jamison Meindl and
Yunsheng Tian and
Tony Cui and
Veronika Thost and
Zhang{-}Wei Hong and
Jie Chen and
Wojciech Matusik and
Mina Konakovic{-}Lukovic},
title = {GPTOpt: Towards Efficient LLM-Based Black-Box Optimization},
journal = {CoRR},
volume = {abs/2510.25404},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.25404},
doi = {10.48550/ARXIV.2510.25404},
eprinttype = {arXiv},
eprint = {2510.25404},
timestamp = {Mon, 17 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-25404.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhangHC24,
author = {Xinwei Zhang and
Mingyi Hong and
Jie Chen},
title = {{GLASU:} {A} Communication-Efficient Algorithm for Federated Learning
with Vertically Distributed Graph Data},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=LHl2I2rWZa},
timestamp = {Tue, 19 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/ZhangHC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiCRCZNW24,
author = {Junyi Li and
Jie Chen and
Ruiyang Ren and
Xiaoxue Cheng and
Xin Zhao and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {The Dawn After the Dark: An Empirical Study on Factuality Hallucination
in Large Language 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 = {10879--10899},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.acl-long.586},
doi = {10.18653/V1/2024.ACL-LONG.586},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/LiCRCZNW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0007ZWZWC24,
author = {Jie Chen and
Yupeng Zhang and
Bingning Wang and
Xin Zhao and
Ji{-}Rong Wen and
Weipeng Chen},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {Unveiling the Flaws: Exploring Imperfections in Synthetic Data and
Mitigation Strategies for Large Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2024, Miami, Florida, USA, November 12-16, 2024},
pages = {14855--14865},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-emnlp.873},
doi = {10.18653/V1/2024.FINDINGS-EMNLP.873},
timestamp = {Fri, 13 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/0007ZWZWC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/SongDXCCM024,
author = {Kiwhan Song and
Mohamed Ali Dhraief and
Muhua Xu and
Locke Cai and
Xuhao Chen and
Arvind Mithal and
Jie Chen},
title = {Identifying Money Laundering Subgraphs on the Blockchain},
booktitle = {Proceedings of the 5th {ACM} International Conference on {AI} in Finance,
{ICAIF} 2024, Brooklyn, NY, USA, November 14-17, 2024},
pages = {195--203},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3677052.3698635},
doi = {10.1145/3677052.3698635},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/SongDXCCM024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunGYTOGSZMPS0M24,
author = {Michael Sun and
Minghao Guo and
Weize Yuan and
Veronika Thost and
Crystal Elaine Owens and
Aristotle Franklin Grosz and
Sharvaa Selvan and
Katelyn Zhou and
Hassan Mohiuddin and
Benjamin J. Pedretti and
Zachary P. Smith and
Jie Chen and
Wojciech Matusik},
title = {Representing Molecules as Random Walks Over Interpretable Grammars},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=gS3nc9iUrH},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunGYTOGSZMPS0M24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TianZ0DD0ML24,
author = {Yunsheng Tian and
Ane Zuniga and
Xinwei Zhang and
Johannes P. D{\"{u}}rholt and
Payel Das and
Jie Chen and
Wojciech Matusik and
Mina Konakovic{-}Lukovic},
title = {Boundary Exploration for Bayesian Optimization With Unknown Physical
Constraints},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=fSnMqHZ8xr},
timestamp = {Thu, 17 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TianZ0DD0ML24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-03205,
author = {Junyi Li and
Jie Chen and
Ruiyang Ren and
Xiaoxue Cheng and
Wayne Xin Zhao and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
title = {The Dawn After the Dark: An Empirical Study on Factuality Hallucination
in Large Language Models},
journal = {CoRR},
volume = {abs/2401.03205},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.03205},
doi = {10.48550/ARXIV.2401.03205},
eprinttype = {arXiv},
eprint = {2401.03205},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-03205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07692,
author = {Yunsheng Tian and
Ane Zuniga and
Xinwei Zhang and
Johannes P. D{\"{u}}rholt and
Payel Das and
Jie Chen and
Wojciech Matusik and
Mina Konakovic{-}Lukovic},
title = {Boundary Exploration for Bayesian Optimization With Unknown Physical
Constraints},
journal = {CoRR},
volume = {abs/2402.07692},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07692},
doi = {10.48550/ARXIV.2402.07692},
eprinttype = {arXiv},
eprint = {2402.07692},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07692.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08147,
author = {Michael Sun and
Minghao Guo and
Weize Yuan and
Veronika Thost and
Crystal Elaine Owens and
Aristotle Franklin Grosz and
Sharvaa Selvan and
Katelyn Zhou and
Hassan Mohiuddin and
Benjamin J. Pedretti and
Zachary P. Smith and
Jie Chen and
Wojciech Matusik},
title = {Representing Molecules as Random Walks Over Interpretable Grammars},
journal = {CoRR},
volume = {abs/2403.08147},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08147},
doi = {10.48550/ARXIV.2403.08147},
eprinttype = {arXiv},
eprint = {2403.08147},
timestamp = {Wed, 17 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-19109,
author = {Claudio Bellei and
Muhua Xu and
Ross Phillips and
Tom Robinson and
Mark Weber and
Tim Kaler and
Charles E. Leiserson and
Arvind and
Jie Chen},
title = {The Shape of Money Laundering: Subgraph Representation Learning on
the Blockchain with the Elliptic2 Dataset},
journal = {CoRR},
volume = {abs/2404.19109},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.19109},
doi = {10.48550/ARXIV.2404.19109},
eprinttype = {arXiv},
eprint = {2404.19109},
timestamp = {Sat, 16 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-19109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12397,
author = {Jie Chen and
Yupeng Zhang and
Bingning Wang and
Wayne Xin Zhao and
Ji{-}Rong Wen and
Weipeng Chen},
title = {Unveiling the Flaws: Exploring Imperfections in Synthetic Data and
Mitigation Strategies for Large Language Models},
journal = {CoRR},
volume = {abs/2406.12397},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12397},
doi = {10.48550/ARXIV.2406.12397},
eprinttype = {arXiv},
eprint = {2406.12397},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-05563,
author = {Tianyi Tang and
Yiwen Hu and
Bingqian Li and
Wenyang Luo and
Zijing Qin and
Haoxiang Sun and
Jiapeng Wang and
Shiyi Xu and
Xiaoxue Cheng and
Geyang Guo and
Han Peng and
Bowen Zheng and
Yiru Tang and
Yingqian Min and
Yushuo Chen and
Jie Chen and
Yuanqian Zhao and
Luran Ding and
Yuhao Wang and
Zican Dong and
Chunxuan Xia and
Junyi Li and
Kun Zhou and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {LLMBox: {A} Comprehensive Library for Large Language Models},
journal = {CoRR},
volume = {abs/2407.05563},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.05563},
doi = {10.48550/ARXIV.2407.05563},
eprinttype = {arXiv},
eprint = {2407.05563},
timestamp = {Wed, 28 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-05563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-18743,
author = {Jie Chen and
Zhipeng Chen and
Jiapeng Wang and
Kun Zhou and
Yutao Zhu and
Jinhao Jiang and
Yingqian Min and
Wayne Xin Zhao and
Zhicheng Dou and
Jiaxin Mao and
Yankai Lin and
Ruihua Song and
Jun Xu and
Xu Chen and
Rui Yan and
Zhewei Wei and
Di Hu and
Wenbing Huang and
Ji{-}Rong Wen},
title = {Towards Effective and Efficient Continual Pre-training of Large Language
Models},
journal = {CoRR},
volume = {abs/2407.18743},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.18743},
doi = {10.48550/ARXIV.2407.18743},
eprinttype = {arXiv},
eprint = {2407.18743},
timestamp = {Thu, 31 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-18743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-05873,
author = {Michael Sun and
Alston Lo and
Wenhao Gao and
Minghao Guo and
Veronika Thost and
Jie Chen and
Connor W. Coley and
Wojciech Matusik},
title = {Syntax-Guided Procedural Synthesis of Molecules},
journal = {CoRR},
volume = {abs/2409.05873},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.05873},
doi = {10.48550/ARXIV.2409.05873},
eprinttype = {arXiv},
eprint = {2409.05873},
timestamp = {Tue, 12 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-05873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-04223,
author = {Gang Liu and
Michael Sun and
Wojciech Matusik and
Meng Jiang and
Jie Chen},
title = {Multimodal Large Language Models for Inverse Molecular Design with
Retrosynthetic Planning},
journal = {CoRR},
volume = {abs/2410.04223},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.04223},
doi = {10.48550/ARXIV.2410.04223},
eprinttype = {arXiv},
eprint = {2410.04223},
timestamp = {Tue, 12 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-04223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-08394,
author = {Kiwhan Song and
Mohamed Ali Dhraief and
Muhua Xu and
Locke Cai and
Xuhao Chen and
Arvind and
Jie Chen},
title = {Identifying Money Laundering Subgraphs on the Blockchain},
journal = {CoRR},
volume = {abs/2410.08394},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.08394},
doi = {10.48550/ARXIV.2410.08394},
eprinttype = {arXiv},
eprint = {2410.08394},
timestamp = {Sat, 16 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-08394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-11694,
author = {Jinhao Jiang and
Zhipeng Chen and
Yingqian Min and
Jie Chen and
Xiaoxue Cheng and
Jiapeng Wang and
Yiru Tang and
Haoxiang Sun and
Jia Deng and
Wayne Xin Zhao and
Zheng Liu and
Dong Yan and
Jian Xie and
Zhongyuan Wang and
Ji{-}Rong Wen},
title = {Technical Report: Enhancing {LLM} Reasoning with Reward-guided Tree
Search},
journal = {CoRR},
volume = {abs/2411.11694},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.11694},
doi = {10.48550/ARXIV.2411.11694},
eprinttype = {arXiv},
eprint = {2411.11694},
timestamp = {Fri, 03 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-11694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-09413,
author = {Yingqian Min and
Zhipeng Chen and
Jinhao Jiang and
Jie Chen and
Jia Deng and
Yiwen Hu and
Yiru Tang and
Jiapeng Wang and
Xiaoxue Cheng and
Huatong Song and
Wayne Xin Zhao and
Zheng Liu and
Zhongyuan Wang and
Ji{-}Rong Wen},
title = {Imitate, Explore, and Self-Improve: {A} Reproduction Report on Slow-thinking
Reasoning Systems},
journal = {CoRR},
volume = {abs/2412.09413},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.09413},
doi = {10.48550/ARXIV.2412.09413},
eprinttype = {arXiv},
eprint = {2412.09413},
timestamp = {Mon, 20 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-09413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-17743,
author = {Yiwen Hu and
Huatong Song and
Jia Deng and
Jiapeng Wang and
Jie Chen and
Kun Zhou and
Yutao Zhu and
Jinhao Jiang and
Zican Dong and
Wayne Xin Zhao and
Ji{-}Rong Wen},
title = {YuLan-Mini: An Open Data-efficient Language Model},
journal = {CoRR},
volume = {abs/2412.17743},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.17743},
doi = {10.48550/ARXIV.2412.17743},
eprinttype = {arXiv},
eprint = {2412.17743},
timestamp = {Fri, 24 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-17743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/HuangY0L23,
author = {Han Huang and
Jiajia Yu and
Jie Chen and
Rongjie Lai},
title = {Bridging mean-field games and normalizing flows with trajectory regularization},
journal = {J. Comput. Phys.},
volume = {487},
pages = {112155},
year = {2023},
url = {https://doi.org/10.1016/j.jcp.2023.112155},
doi = {10.1016/J.JCP.2023.112155},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/HuangY0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mpc/XuXYSGC23,
author = {Yangyang Xu and
Yibo Xu and
Yonggui Yan and
Colin Sutcher{-}Shepard and
Leopold Grinberg and
Jie Chen},
title = {Parallel and distributed asynchronous adaptive stochastic gradient
methods},
journal = {Math. Program. Comput.},
volume = {15},
number = {3},
pages = {471--508},
year = {2023},
url = {https://doi.org/10.1007/s12532-023-00237-5},
doi = {10.1007/S12532-023-00237-5},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mpc/XuXYSGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/MancinoBallXC23,
author = {Gabriel Mancino{-}Ball and
Yangyang Xu and
Jie Chen},
title = {A Decentralized Primal-Dual Framework for Non-Convex Smooth Consensus
Optimization},
journal = {{IEEE} Trans. Signal Process.},
volume = {71},
pages = {525--538},
year = {2023},
url = {https://doi.org/10.1109/TSP.2023.3239799},
doi = {10.1109/TSP.2023.3239799},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/MancinoBallXC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Mancino-BallMX023,
author = {Gabriel Mancino{-}Ball and
Shengnan Miao and
Yangyang Xu and
Jie Chen},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Proximal Stochastic Recursive Momentum Methods for Nonconvex Composite
Decentralized Optimization},
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 = {9055--9063},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i7.26087},
doi = {10.1609/AAAI.V37I7.26087},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Mancino-BallMX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/NiuA023,
author = {Zehao Niu and
Mihai Anitescu and
Jie Chen},
title = {Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised
Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=flap0Bo6TK\_},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/NiuA023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoTSBD0M23,
author = {Minghao Guo and
Veronika Thost and
Samuel W. Song and
Adithya Balachandran and
Payel Das and
Jie Chen and
Wojciech Matusik},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular
Property Prediction},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {12055--12076},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/guo23h.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuoTSBD0M23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/KalerIMSL023,
author = {Tim Kaler and
Alexandros{-}Stavros Iliopoulos and
Philip Murzynowski and
Tao B. Schardl and
Charles E. Leiserson and
Jie Chen},
editor = {Dawn Song and
Michael Carbin and
Tianqi Chen},
title = {Communication-Efficient Graph Neural Networks with Probabilistic Neighborhood
Expansion Analysis and Caching},
booktitle = {Proceedings of the Sixth Conference on Machine Learning and Systems,
MLSys 2023, Miami, FL, USA, June 4-8, 2023},
publisher = {mlsys.org},
year = {2023},
url = {https://proceedings.mlsys.org/paper\_files/paper/2023/hash/9b09f3893ff30373b682bde69082c75b-Abstract-mlsys2023.html},
timestamp = {Fri, 28 Jun 2024 10:41:31 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/KalerIMSL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MaHC23,
author = {Tengfei Ma and
Trong Nghia Hoang and
Jie Chen},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Federated learning of models pre-trained on different features with
consensus graphs},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1336--1346},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/ma23b.html},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MaHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-01731,
author = {Xiao Zang and
Jie Chen and
Bo Yuan},
title = {{GUAP:} Graph Universal Attack Through Adversarial Patching},
journal = {CoRR},
volume = {abs/2301.01731},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.01731},
doi = {10.48550/ARXIV.2301.01731},
eprinttype = {arXiv},
eprint = {2301.01731},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-01731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05828,
author = {Zehao Niu and
Mihai Anitescu and
Jie Chen},
title = {Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised
Learning},
journal = {CoRR},
volume = {abs/2302.05828},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05828},
doi = {10.48550/ARXIV.2302.05828},
eprinttype = {arXiv},
eprint = {2302.05828},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05828.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-09531,
author = {Xinwei Zhang and
Mingyi Hong and
Jie Chen},
title = {{GLASU:} {A} Communication-Efficient Algorithm for Federated Learning
with Vertically Distributed Graph Data},
journal = {CoRR},
volume = {abs/2303.09531},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.09531},
doi = {10.48550/ARXIV.2303.09531},
eprinttype = {arXiv},
eprint = {2303.09531},
timestamp = {Tue, 19 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-09531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-03152,
author = {Tim Kaler and
Alexandros{-}Stavros Iliopoulos and
Philip Murzynowski and
Tao B. Schardl and
Charles E. Leiserson and
Jie Chen},
title = {Communication-Efficient Graph Neural Networks with Probabilistic Neighborhood
Expansion Analysis and Caching},
journal = {CoRR},
volume = {abs/2305.03152},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.03152},
doi = {10.48550/ARXIV.2305.03152},
eprinttype = {arXiv},
eprint = {2305.03152},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-03152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01240,
author = {Tengfei Ma and
Trong Nghia Hoang and
Jie Chen},
title = {Federated Learning of Models Pre-Trained on Different Features with
Consensus Graphs},
journal = {CoRR},
volume = {abs/2306.01240},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01240},
doi = {10.48550/ARXIV.2306.01240},
eprinttype = {arXiv},
eprint = {2306.01240},
timestamp = {Fri, 13 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-01788,
author = {Minghao Guo and
Veronika Thost and
Samuel W. Song and
Adithya Balachandran and
Payel Das and
Jie Chen and
Wojciech Matusik},
title = {Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular
Property Prediction},
journal = {CoRR},
volume = {abs/2309.01788},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.01788},
doi = {10.48550/ARXIV.2309.01788},
eprinttype = {arXiv},
eprint = {2309.01788},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-01788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/XuXYC22,
author = {Yangyang Xu and
Yibo Xu and
Yonggui Yan and
Jie Chen},
title = {Distributed Stochastic Inertial-Accelerated Methods with Delayed Derivatives
for Nonconvex Problems},
journal = {{SIAM} J. Imaging Sci.},
volume = {15},
number = {2},
pages = {550--590},
year = {2022},
url = {https://doi.org/10.1137/21m1435719},
doi = {10.1137/21M1435719},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/XuXYC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GuoTLD0M22,
author = {Minghao Guo and
Veronika Thost and
Beichen Li and
Payel Das and
Jie Chen and
Wojciech Matusik},
title = {Data-Efficient Graph Grammar Learning for Molecular Generation},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=l4IHywGq6a},
timestamp = {Sat, 01 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/GuoTLD0M22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/KalerSOISL022,
author = {Tim Kaler and
Nickolas Stathas and
Anne Ouyang and
Alexandros{-}Stavros Iliopoulos and
Tao B. Schardl and
Charles E. Leiserson and
Jie Chen},
editor = {Diana Marculescu and
Yuejie Chi and
Carole{-}Jean Wu},
title = {Accelerating Training and Inference of Graph Neural Networks with
Fast Sampling and Pipelining},
booktitle = {Proceedings of the Fifth Conference on Machine Learning and Systems,
MLSys 2022, Santa Clara, CA, USA, August 29 - September 1, 2022},
publisher = {mlsys.org},
year = {2022},
url = {https://proceedings.mlsys.org/paper\_files/paper/2022/hash/afacc5db3e0e85b446e6c7727cd7dca5-Abstract.html},
timestamp = {Fri, 28 Jun 2024 10:41:23 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/KalerSOISL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08031,
author = {Minghao Guo and
Veronika Thost and
Beichen Li and
Payel Das and
Jie Chen and
Wojciech Matusik},
title = {Data-Efficient Graph Grammar Learning for Molecular Generation},
journal = {CoRR},
volume = {abs/2203.08031},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08031},
doi = {10.48550/ARXIV.2203.08031},
eprinttype = {arXiv},
eprint = {2203.08031},
timestamp = {Fri, 31 Oct 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MaC21,
author = {Tengfei Ma and
Jie Chen},
title = {Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable
Coarsening and Optimal Transport},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {8856--8864},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i10.17072},
doi = {10.1609/AAAI.V35I10.17072},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MaC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apocs/KalerSXLCPK21,
author = {Tim Kaler and
Tao B. Schardl and
Brian Xie and
Charles E. Leiserson and
Jie Chen and
Aldo Pareja and
Georgios Kollias},
editor = {Michael Schapira},
title = {{PARAD:} {A} Work-Efficient Parallel Algorithm for Reverse-Mode Automatic
Differentiation},
booktitle = {2nd Symposium on Algorithmic Principles of Computer Systems, {APOCS}
2020, Virtual Conference, January 13, 2021},
pages = {144--158},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976489.11},
doi = {10.1137/1.9781611976489.11},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apocs/KalerSXLCPK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Shang0B21,
author = {Chao Shang and
Jie Chen and
Jinbo Bi},
title = {Discrete Graph Structure Learning for Forecasting Multiple Time Series},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=WEHSlH5mOk},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Shang0B21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Thost021,
author = {Veronika Thost and
Jie Chen},
title = {Directed Acyclic Graph Neural Networks},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=JbuYF437WB6},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Thost021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Zang00021,
author = {Xiao Zang and
Yi Xie and
Jie Chen and
Bo Yuan},
editor = {Zhi{-}Hua Zhou},
title = {Graph Universal Adversarial Attacks: {A} Few Bad Actors Ruin Graph
Learning Models},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {3328--3334},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/458},
doi = {10.24963/IJCAI.2021/458},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Zang00021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Puri0JZDZD0CDTB21,
author = {Ruchir Puri and
David S. Kung and
Geert Janssen and
Wei Zhang and
Giacomo Domeniconi and
Vladimir Zolotov and
Julian Dolby and
Jie Chen and
Mihir R. Choudhury and
Lindsey Decker and
Veronika Thost and
Luca Buratti and
Saurabh Pujar and
Shyam Ramji and
Ulrich Finkler and
Susan Malaika and
Frederick Reiss},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {CodeNet: {A} Large-Scale {AI} for Code Dataset for Learning a Diversity
of Coding Tasks},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/a5bfc9e07964f8dddeb95fc584cd965d-Abstract-round2.html},
timestamp = {Fri, 20 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Puri0JZDZD0CDTB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06861,
author = {Chao Shang and
Jie Chen and
Jinbo Bi},
title = {Discrete Graph Structure Learning for Forecasting Multiple Time Series},
journal = {CoRR},
volume = {abs/2101.06861},
year = {2021},
url = {https://arxiv.org/abs/2101.06861},
eprinttype = {arXiv},
eprint = {2101.06861},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06861.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07965,
author = {Veronika Thost and
Jie Chen},
title = {Directed Acyclic Graph Neural Networks},
journal = {CoRR},
volume = {abs/2101.07965},
year = {2021},
url = {https://arxiv.org/abs/2101.07965},
eprinttype = {arXiv},
eprint = {2101.07965},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-07965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-09593,
author = {Yuliang Ji and
Ru Huang and
Jie Chen and
Yuanzhe Xi},
title = {Generating a Doppelganger Graph: Resembling but Distinct},
journal = {CoRR},
volume = {abs/2101.09593},
year = {2021},
url = {https://arxiv.org/abs/2101.09593},
eprinttype = {arXiv},
eprint = {2101.09593},
timestamp = {Thu, 06 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-09593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-15027,
author = {Xiao Zang and
Yi Xie and
Siyu Liao and
Jie Chen and
Bo Yuan},
title = {Noise Injection-based Regularization for Point Cloud Processing},
journal = {CoRR},
volume = {abs/2103.15027},
year = {2021},
url = {https://arxiv.org/abs/2103.15027},
eprinttype = {arXiv},
eprint = {2103.15027},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-15027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-12655,
author = {Ruchir Puri and
David S. Kung and
Geert Janssen and
Wei Zhang and
Giacomo Domeniconi and
Vladimir Zolotov and
Julian Dolby and
Jie Chen and
Mihir R. Choudhury and
Lindsey Decker and
Veronika Thost and
Luca Buratti and
Saurabh Pujar and
Ulrich Finkler},
title = {Project CodeNet: {A} Large-Scale {AI} for Code Dataset for Learning
a Diversity of Coding Tasks},
journal = {CoRR},
volume = {abs/2105.12655},
year = {2021},
url = {https://arxiv.org/abs/2105.12655},
eprinttype = {arXiv},
eprint = {2105.12655},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-12655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-11863,
author = {Jie Chen and
Yousef Saad and
Zechen Zhang},
title = {Graph coarsening: From scientific computing to machine learning},
journal = {CoRR},
volume = {abs/2106.11863},
year = {2021},
url = {https://arxiv.org/abs/2106.11863},
eprinttype = {arXiv},
eprint = {2106.11863},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-11863.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-11513,
author = {Yangyang Xu and
Yibo Xu and
Yonggui Yan and
Jie Chen},
title = {Distributed stochastic inertial methods with delayed derivatives},
journal = {CoRR},
volume = {abs/2107.11513},
year = {2021},
url = {https://arxiv.org/abs/2107.11513},
eprinttype = {arXiv},
eprint = {2107.11513},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-11513.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08450,
author = {Tim Kaler and
Nickolas Stathas and
Anne Ouyang and
Alexandros{-}Stavros Iliopoulos and
Tao B. Schardl and
Charles E. Leiserson and
Jie Chen},
title = {Accelerating Training and Inference of Graph Neural Networks with
Fast Sampling and Pipelining},
journal = {CoRR},
volume = {abs/2110.08450},
year = {2021},
url = {https://arxiv.org/abs/2110.08450},
eprinttype = {arXiv},
eprint = {2110.08450},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08450.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MaFHC020,
author = {Tengfei Ma and
Patrick Ferber and
Siyu Huo and
Jie Chen and
Michael Katz},
title = {Online Planner Selection with Graph Neural Networks and Adaptive Scheduling},
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 = {5077--5084},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5949},
doi = {10.1609/AAAI.V34I04.5949},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MaFHC020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ParejaDCMSKKSL20,
author = {Aldo Pareja and
Giacomo Domeniconi and
Jie Chen and
Tengfei Ma and
Toyotaro Suzumura and
Hiroki Kanezashi and
Tim Kaler and
Tao B. Schardl and
Charles E. Leiserson},
title = {EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs},
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 = {5363--5370},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5984},
doi = {10.1609/AAAI.V34I04.5984},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ParejaDCMSKKSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PhanXLC020,
author = {Huy Phan and
Yi Xie and
Siyu Liao and
Jie Chen and
Bo Yuan},
title = {{CAG:} {A} Real-Time Low-Cost Enhanced-Robustness High-Transferability
Content-Aware Adversarial Attack Generator},
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 = {5412--5419},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5990},
doi = {10.1609/AAAI.V34I04.5990},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PhanXLC020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiaoCWQ020,
author = {Siyu Liao and
Jie Chen and
Yanzhi Wang and
Qinru Qiu and
Bo Yuan},
title = {Embedding Compression with Isotropic Iterative Quantization},
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 = {8336--8343},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i05.6350},
doi = {10.1609/AAAI.V34I05.6350},
timestamp = {Sun, 16 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LiaoCWQ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-05314,
author = {Siyu Liao and
Jie Chen and
Yanzhi Wang and
Qinru Qiu and
Bo Yuan},
title = {Embedding Compression with Isotropic Iterative Quantization},
journal = {CoRR},
volume = {abs/2001.05314},
year = {2020},
url = {https://arxiv.org/abs/2001.05314},
eprinttype = {arXiv},
eprint = {2001.05314},
timestamp = {Sun, 16 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-05314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04784,
author = {Xiao Zang and
Yi Xie and
Jie Chen and
Bo Yuan},
title = {Graph Universal Adversarial Attacks: {A} Few Bad Actors Ruin Graph
Learning Models},
journal = {CoRR},
volume = {abs/2002.04784},
year = {2020},
url = {https://arxiv.org/abs/2002.04784},
eprinttype = {arXiv},
eprint = {2002.04784},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-04784.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09095,
author = {Yangyang Xu and
Colin Sutcher{-}Shepard and
Yibo Xu and
Jie Chen},
title = {Asynchronous parallel adaptive stochastic gradient methods},
journal = {CoRR},
volume = {abs/2002.09095},
year = {2020},
url = {https://arxiv.org/abs/2002.09095},
eprinttype = {arXiv},
eprint = {2002.09095},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09095.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mmas/ShaydulinCS19,
author = {Ruslan Shaydulin and
Jie Chen and
Ilya Safro},
title = {Relaxation-Based Coarsening for Multilevel Hypergraph Partitioning},
journal = {Multiscale Model. Simul.},
volume = {17},
number = {1},
pages = {482--506},
year = {2019},
url = {https://doi.org/10.1137/17M1152735},
doi = {10.1137/17M1152735},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mmas/ShaydulinCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GaoCCW19,
author = {Tian Gao and
Jie Chen and
Vijil Chenthamarakshan and
Michael Witbrock},
title = {A Sequential Set Generation Method for Predicting Set-Valued Outputs},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {2835--2842},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33012835},
doi = {10.1609/AAAI.V33I01.33012835},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GaoCCW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuCGY19,
author = {Yue Yu and
Jie Chen and
Tian Gao and
Mo Yu},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {{DAG-GNN:} {DAG} Structure Learning with Graph Neural Networks},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {7154--7163},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/yu19a.html},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YuCGY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/textgraphs/HuoMCCWW19,
author = {Siyu Huo and
Tengfei Ma and
Jie Chen and
Maria Chang and
Lingfei Wu and
Michael Witbrock},
editor = {Dmitry Ustalov and
Swapna Somasundaran and
Peter Jansen and
Goran Glavas and
Martin Riedl and
Mihai Surdeanu and
Michalis Vazirgiannis},
title = {Graph Enhanced Cross-Domain Text-to-SQL Generation},
booktitle = {Proceedings of the Thirteenth Workshop on Graph-Based Methods for
Natural Language Processing, TextGraphs@EMNLP 2019, Hong Kong, November
4, 2019},
pages = {159--163},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-5319},
doi = {10.18653/V1/D19-5319},
timestamp = {Fri, 07 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/textgraphs/HuoMCCWW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10191,
author = {Aldo Pareja and
Giacomo Domeniconi and
Jie Chen and
Tengfei Ma and
Toyotaro Suzumura and
Hiroki Kanezashi and
Tim Kaler and
Charles E. Leiserson},
title = {EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs},
journal = {CoRR},
volume = {abs/1902.10191},
year = {2019},
url = {http://arxiv.org/abs/1902.10191},
eprinttype = {arXiv},
eprint = {1902.10191},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-05153,
author = {Tian Gao and
Jie Chen and
Vijil Chenthamarakshan and
Michael Witbrock},
title = {A Sequential Set Generation Method for Predicting Set-Valued Outputs},
journal = {CoRR},
volume = {abs/1903.05153},
year = {2019},
url = {http://arxiv.org/abs/1903.05153},
eprinttype = {arXiv},
eprint = {1903.05153},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-05153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-10098,
author = {Yue Yu and
Jie Chen and
Tian Gao and
Mo Yu},
title = {{DAG-GNN:} {DAG} Structure Learning with Graph Neural Networks},
journal = {CoRR},
volume = {abs/1904.10098},
year = {2019},
url = {http://arxiv.org/abs/1904.10098},
eprinttype = {arXiv},
eprint = {1904.10098},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-10098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-06393,
author = {Patrick Ferber and
Tengfei Ma and
Siyu Huo and
Jie Chen and
Michael Katz},
title = {{IPC:} {A} Benchmark Data Set for Learning with Graph-Structured Data},
journal = {CoRR},
volume = {abs/1905.06393},
year = {2019},
url = {http://arxiv.org/abs/1905.06393},
eprinttype = {arXiv},
eprint = {1905.06393},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-06393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-02591,
author = {Mark Weber and
Giacomo Domeniconi and
Jie Chen and
Daniel Karl I. Weidele and
Claudio Bellei and
Tom Robinson and
Charles E. Leiserson},
title = {Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional
Networks for Financial Forensics},
journal = {CoRR},
volume = {abs/1908.02591},
year = {2019},
url = {http://arxiv.org/abs/1908.02591},
eprinttype = {arXiv},
eprint = {1908.02591},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-02591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-07742,
author = {Huy Phan and
Yi Xie and
Siyu Liao and
Jie Chen and
Bo Yuan},
title = {{CAG:} {A} Real-time Low-cost Enhanced-robustness High-transferability
Content-aware Adversarial Attack Generator},
journal = {CoRR},
volume = {abs/1912.07742},
year = {2019},
url = {http://arxiv.org/abs/1912.07742},
eprinttype = {arXiv},
eprint = {1912.07742},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-07742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-10094,
author = {Stefan C. Schonsheck and
Jie Chen and
Rongjie Lai},
title = {Chart Auto-Encoders for Manifold Structured Data},
journal = {CoRR},
volume = {abs/1912.10094},
year = {2019},
url = {http://arxiv.org/abs/1912.10094},
eprinttype = {arXiv},
eprint = {1912.10094},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-10094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-11176,
author = {Tengfei Ma and
Jie Chen},
title = {Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable
Coarsening and Optimal Transport},
journal = {CoRR},
volume = {abs/1912.11176},
year = {2019},
url = {http://arxiv.org/abs/1912.11176},
eprinttype = {arXiv},
eprint = {1912.11176},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-11176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nla/ChenS18,
author = {Jie Chen and
Yousef Saad},
title = {A posteriori error estimate for computing tr(f(A)) by using the Lanczos
method},
journal = {Numer. Linear Algebra Appl.},
volume = {25},
number = {5},
year = {2018},
url = {https://doi.org/10.1002/nla.2170},
doi = {10.1002/NLA.2170},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nla/ChenS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scl/LinC18,
author = {Fu Lin and
Jie Chen},
title = {Learning low-complexity autoregressive models via proximal alternating
minimization},
journal = {Syst. Control. Lett.},
volume = {122},
pages = {48--53},
year = {2018},
url = {https://doi.org/10.1016/j.sysconle.2018.09.009},
doi = {10.1016/J.SYSCONLE.2018.09.009},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scl/LinC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenMX18,
author = {Jie Chen and
Tengfei Ma and
Cao Xiao},
title = {FastGCN: Fast Learning with Graph Convolutional Networks via Importance
Sampling},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=rytstxWAW},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenMX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MaCX18,
author = {Tengfei Ma and
Jie Chen and
Cao Xiao},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Constrained Generation of Semantically Valid Graphs via Regularizing
Variational Autoencoders},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {7113--7124},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/1458e7509aa5f47ecfb92536e7dd1dc7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MaCX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-10247,
author = {Jie Chen and
Tengfei Ma and
Cao Xiao},
title = {FastGCN: Fast Learning with Graph Convolutional Networks via Importance
Sampling},
journal = {CoRR},
volume = {abs/1801.10247},
year = {2018},
url = {http://arxiv.org/abs/1801.10247},
eprinttype = {arXiv},
eprint = {1801.10247},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-10247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-11880,
author = {Jie Chen and
Ronny Luss},
title = {Stochastic Gradient Descent with Biased but Consistent Gradient Estimators},
journal = {CoRR},
volume = {abs/1807.11880},
year = {2018},
url = {http://arxiv.org/abs/1807.11880},
eprinttype = {arXiv},
eprint = {1807.11880},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-11880.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-02630,
author = {Tengfei Ma and
Jie Chen and
Cao Xiao},
title = {Constrained Generation of Semantically Valid Graphs via Regularizing
Variational Autoencoders},
journal = {CoRR},
volume = {abs/1809.02630},
year = {2018},
url = {http://arxiv.org/abs/1809.02630},
eprinttype = {arXiv},
eprint = {1809.02630},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-02630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-05247,
author = {Lingfei Wu and
Ian En{-}Hsu Yen and
Jie Chen and
Rui Yan},
title = {Revisiting Random Binning Features: Fast Convergence and Strong Parallelizability},
journal = {CoRR},
volume = {abs/1809.05247},
year = {2018},
url = {http://arxiv.org/abs/1809.05247},
eprinttype = {arXiv},
eprint = {1809.05247},
timestamp = {Thu, 25 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-05247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00210,
author = {Tengfei Ma and
Patrick Ferber and
Siyu Huo and
Jie Chen and
Michael Katz},
title = {Adaptive Planner Scheduling with Graph Neural Networks},
journal = {CoRR},
volume = {abs/1811.00210},
year = {2018},
url = {http://arxiv.org/abs/1811.00210},
eprinttype = {arXiv},
eprint = {1811.00210},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-00076,
author = {Mark Weber and
Jie Chen and
Toyotaro Suzumura and
Aldo Pareja and
Tengfei Ma and
Hiroki Kanezashi and
Tim Kaler and
Charles E. Leiserson and
Tao B. Schardl},
title = {Scalable Graph Learning for Anti-Money Laundering: {A} First Look},
journal = {CoRR},
volume = {abs/1812.00076},
year = {2018},
url = {http://arxiv.org/abs/1812.00076},
eprinttype = {arXiv},
eprint = {1812.00076},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-00076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChenAS17,
author = {Jie Chen and
Haim Avron and
Vikas Sindhwani},
title = {Hierarchically Compositional Kernels for Scalable Nonparametric Learning},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {66:1--66:42},
year = {2017},
url = {https://jmlr.org/papers/v18/15-376.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChenAS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/Ubaru0S17,
author = {Shashanka Ubaru and
Jie Chen and
Yousef Saad},
title = {Fast Estimation of tr(f(A)) via Stochastic Lanczos Quadrature},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {38},
number = {4},
pages = {1075--1099},
year = {2017},
url = {https://doi.org/10.1137/16M1104974},
doi = {10.1137/16M1104974},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/Ubaru0S17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/LinC17a,
author = {Fu Lin and
Jie Chen},
title = {Learning low-complexity autoregressive models with limited time sequence
data},
booktitle = {2017 American Control Conference, {ACC} 2017, Seattle, WA, USA, May
24-26, 2017},
pages = {3153--3158},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.23919/ACC.2017.7963432},
doi = {10.23919/ACC.2017.7963432},
timestamp = {Fri, 03 Dec 2021 13:04:31 +0100},
biburl = {https://dblp.org/rec/conf/amcc/LinC17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-06552,
author = {Ruslan Shaydulin and
Jie Chen and
Ilya Safro},
title = {Relaxation-Based Coarsening for Multilevel Hypergraph Partitioning},
journal = {CoRR},
volume = {abs/1710.06552},
year = {2017},
url = {http://arxiv.org/abs/1710.06552},
eprinttype = {arXiv},
eprint = {1710.06552},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-06552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jscic/ChenMZ16,
author = {Jie Chen and
Lois C. McInnes and
Hong Zhang},
title = {Analysis and Practical Use of Flexible BiCGStab},
journal = {J. Sci. Comput.},
volume = {68},
number = {2},
pages = {803--825},
year = {2016},
url = {https://doi.org/10.1007/s10915-015-0159-4},
doi = {10.1007/S10915-015-0159-4},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jscic/ChenMZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/Chen16,
author = {Jie Chen},
title = {How Accurately Should {I} Compute Implicit Matrix-Vector Products
When Applying the Hutchinson Trace Estimator?},
journal = {{SIAM} J. Sci. Comput.},
volume = {38},
number = {6},
year = {2016},
url = {https://doi.org/10.1137/15M1051506},
doi = {10.1137/15M1051506},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/Chen16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenWAKR16,
author = {Jie Chen and
Lingfei Wu and
Kartik Audhkhasi and
Brian Kingsbury and
Bhuvana Ramabhadran},
title = {Efficient one-vs-one kernel ridge regression for speech recognition},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {2454--2458},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472118},
doi = {10.1109/ICASSP.2016.7472118},
timestamp = {Fri, 07 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChenWAKR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuYCY16,
author = {Lingfei Wu and
Ian En{-}Hsu Yen and
Jie Chen and
Rui Yan},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Revisiting Random Binning Features: Fast Convergence and Strong Parallelizability},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1265--1274},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939794},
doi = {10.1145/2939672.2939794},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WuYCY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenAS16,
author = {Jie Chen and
Haim Avron and
Vikas Sindhwani},
title = {Hierarchically Compositional Kernels for Scalable Nonparametric Learning},
journal = {CoRR},
volume = {abs/1608.00860},
year = {2016},
url = {http://arxiv.org/abs/1608.00860},
eprinttype = {arXiv},
eprint = {1608.00860},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenCL16a,
author = {Jie Chen and
Dehua Cheng and
Yan Liu},
title = {On Bochner's and Polya's Characterizations of Positive-Definite Kernels
and the Respective Random Feature Maps},
journal = {CoRR},
volume = {abs/1610.08861},
year = {2016},
url = {http://arxiv.org/abs/1610.08861},
eprinttype = {arXiv},
eprint = {1610.08861},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenCL16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/0007LA14,
author = {Jie Chen and
Tom L. H. Li and
Mihai Anitescu},
title = {A parallel linear solver for multilevel Toeplitz systems with possibly
several right-hand sides},
journal = {Parallel Comput.},
volume = {40},
number = {8},
pages = {408--424},
year = {2014},
url = {https://doi.org/10.1016/j.parco.2014.06.004},
doi = {10.1016/J.PARCO.2014.06.004},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pc/0007LA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/00070A14,
author = {Jie Chen and
Lei Wang and
Mihai Anitescu},
title = {A Fast Summation Tree Code for Mat{\'{e}}rn Kernel},
journal = {{SIAM} J. Sci. Comput.},
volume = {36},
number = {1},
year = {2014},
url = {https://doi.org/10.1137/120903002},
doi = {10.1137/120903002},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/00070A14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/Chen13,
author = {Jie Chen},
title = {On the Use of Discrete Laplace Operator for Preconditioning Kernel
Matrices},
journal = {{SIAM} J. Sci. Comput.},
volume = {35},
number = {2},
year = {2013},
url = {https://doi.org/10.1137/120874527},
doi = {10.1137/120874527},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/Chen13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/ChenL13,
author = {Jie Chen and
Tom L. H. Li},
editor = {Vassil Alexandrov and
Michael Lees and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Parallelizing the Conjugate Gradient Algorithm for Multilevel Toeplitz
Systems},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2013, Barcelona, Spain, 5-7 June, 2013},
series = {Procedia Computer Science},
volume = {18},
pages = {571--580},
publisher = {Elsevier},
year = {2013},
url = {https://doi.org/10.1016/j.procs.2013.05.221},
doi = {10.1016/J.PROCS.2013.05.221},
timestamp = {Sun, 02 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccS/ChenL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/SteinCA12,
author = {Michael L. Stein and
Jie Chen and
Mihai Anitescu},
title = {Difference Filter Preconditioning for Large Covariance Matrices},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {33},
number = {1},
pages = {52--72},
year = {2012},
url = {https://doi.org/10.1137/110834469},
doi = {10.1137/110834469},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/SteinCA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/AnitescuCW12,
author = {Mihai Anitescu and
Jie Chen and
Lei Wang},
title = {A Matrix-free Approach for Solving the Parametric Gaussian Process
Maximum Likelihood Problem},
journal = {{SIAM} J. Sci. Comput.},
volume = {34},
number = {1},
year = {2012},
url = {https://doi.org/10.1137/110831143},
doi = {10.1137/110831143},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/AnitescuCW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenS12,
author = {Jie Chen and
Yousef Saad},
title = {Dense Subgraph Extraction with Application to Community Detection},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {24},
number = {7},
pages = {1216--1230},
year = {2012},
url = {https://doi.org/10.1109/TKDE.2010.271},
doi = {10.1109/TKDE.2010.271},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChenS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nla/Kokiopoulou0S11,
author = {Effrosini Kokiopoulou and
Jie Chen and
Yousef Saad},
title = {Trace optimization and eigenproblems in dimension reduction methods},
journal = {Numer. Linear Algebra Appl.},
volume = {18},
number = {3},
pages = {565--602},
year = {2011},
url = {https://doi.org/10.1002/nla.743},
doi = {10.1002/NLA.743},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nla/Kokiopoulou0S11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/ChenAS11,
author = {Jie Chen and
Mihai Anitescu and
Yousef Saad},
title = {Computing f(A)b via Least Squares Polynomial Approximations},
journal = {{SIAM} J. Sci. Comput.},
volume = {33},
number = {1},
pages = {195--222},
year = {2011},
url = {https://doi.org/10.1137/090778250},
doi = {10.1137/090778250},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/ChenAS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/ChenS11,
author = {Jie Chen and
Ilya Safro},
title = {Algebraic Distance on Graphs},
journal = {{SIAM} J. Sci. Comput.},
volume = {33},
number = {6},
pages = {3468--3490},
year = {2011},
url = {https://doi.org/10.1137/090775087},
doi = {10.1137/090775087},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/ChenS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/procedia/ChenS11,
author = {Jie Chen and
Ilya Safro},
editor = {Mitsuhisa Sato and
Satoshi Matsuoka and
Peter M. A. Sloot and
G. Dick van Albada and
Jack J. Dongarra},
title = {A measure of the local connectivity between graph vertices},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2011, Nanyang Technological University, Singapore, 1-3 June,
2011},
series = {Procedia Computer Science},
volume = {4},
pages = {196--205},
publisher = {Elsevier},
year = {2011},
url = {https://doi.org/10.1016/j.procs.2011.04.021},
doi = {10.1016/J.PROCS.2011.04.021},
timestamp = {Sun, 15 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/procedia/ChenS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChenFS09,
author = {Jie Chen and
Haw{-}ren Fang and
Yousef Saad},
title = {Fast Approximate \emph{k}NN Graph Construction for High Dimensional
Data via Recursive Lanczos Bisection},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1989--2012},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755852},
doi = {10.5555/1577069.1755852},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChenFS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenS09,
author = {Jie Chen and
Yousef Saad},
title = {Lanczos Vectors versus Singular Vectors for Effective Dimension Reduction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {21},
number = {8},
pages = {1091--1103},
year = {2009},
url = {https://doi.org/10.1109/TKDE.2008.228},
doi = {10.1109/TKDE.2008.228},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChenS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenS09,
author = {Jie Chen and
Yousef Saad},
title = {Divide and Conquer Strategies for Effective Information Retrieval},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {449--460},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.39},
doi = {10.1137/1.9781611972795.39},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0909-4275,
author = {Jie Chen and
Ilya Safro},
title = {A Measure of the Connection Strengths between Graph Vertices with
Applications},
journal = {CoRR},
volume = {abs/0909.4275},
year = {2009},
url = {http://arxiv.org/abs/0909.4275},
eprinttype = {arXiv},
eprint = {0909.4275},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0909-4275.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/ChenC08,
author = {Jie Chen and
Baoquan Chen},
title = {Architectural Modeling from Sparsely Scanned Range Data},
journal = {Int. J. Comput. Vis.},
volume = {78},
number = {2-3},
pages = {223--236},
year = {2008},
url = {https://doi.org/10.1007/s11263-007-0105-5},
doi = {10.1007/S11263-007-0105-5},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/ChenC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/ChenS08,
author = {Jie Chen and
Yousef Saad},
title = {On the Tensor {SVD} and the Optimal Low Rank Orthogonal Approximation
of Tensors},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {30},
number = {4},
pages = {1709--1734},
year = {2008},
url = {https://doi.org/10.1137/070711621},
doi = {10.1137/070711621},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/ChenS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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