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BibTeX records: Linyi Li 0001
@article{DBLP:journals/pacmse/FuLLZX25,
author = {Yingjie Fu and
Bozhou Li and
Linyi Li and
Wentao Zhang and
Tao Xie},
title = {The First Prompt Counts the Most! An Evaluation of Large Language
Models on Iterative Example-Based Code Generation},
journal = {Proc. {ACM} Softw. Eng.},
volume = {2},
number = {{ISSTA}},
pages = {1583--1606},
year = {2025},
url = {https://doi.org/10.1145/3728947},
doi = {10.1145/3728947},
timestamp = {Thu, 11 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmse/FuLLZX25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiC00W25,
author = {Zhangheng Li and
Tianlong Chen and
Linyi Li and
Bo Li and
Zhangyang Wang},
title = {Sparse Transfer Learning Accelerates and Enhances Certified Robustness:
{A} Comprehensive Study},
booktitle = {AAAI-25, Sponsored by the Association for the Advancement of Artificial
Intelligence, February 25 - March 4, 2025, Philadelphia, PA, {USA}},
pages = {5084--5091},
year = {2025},
crossref = {DBLP:conf/aaai/2025},
url = {https://doi.org/10.1609/aaai.v39i5.32539},
doi = {10.1609/AAAI.V39I5.32539},
timestamp = {Mon, 12 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiC00W25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0002CLXL25,
author = {Zijian Huang and
Wenda Chu and
Linyi Li and
Chejian Xu and
Bo Li},
title = {{COMMIT:} Certifying Robustness of Multi-Sensor Fusion Systems Against
Semantic Attacks},
booktitle = {AAAI-25, Sponsored by the Association for the Advancement of Artificial
Intelligence, February 25 - March 4, 2025, Philadelphia, PA, {USA}},
pages = {17528--17536},
year = {2025},
crossref = {DBLP:conf/aaai/2025},
url = {https://doi.org/10.1609/aaai.v39i17.33927},
doi = {10.1609/AAAI.V39I17.33927},
timestamp = {Thu, 17 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0002CLXL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-07487,
author = {Tao Xie and
David Harel and
Dezhi Ran and
Zhenwen Li and
Maoliang Li and
Zhi Yang and
Leye Wang and
Xiang Chen and
Ying Zhang and
Wentao Zhang and
Meng Li and
Chen Zhang and
Linyi Li and
Assaf Marron},
title = {Data and System Perspectives of Sustainable Artificial Intelligence},
journal = {CoRR},
volume = {abs/2501.07487},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.07487},
doi = {10.48550/ARXIV.2501.07487},
eprinttype = {arXiv},
eprint = {2501.07487},
timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-07487.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-07740,
author = {Dezhi Ran and
Yuan Cao and
Mengzhou Wu and
Simin Chen and
Yuzhe Guo and
Jun Ren and
Zihe Song and
Hao Yu and
Jialei Wei and
Linyi Li and
Wei Yang and
Baishakhi Ray and
Tao Xie},
title = {AppForge: From Assistant to Independent Developer - Are GPTs Ready
for Software Development?},
journal = {CoRR},
volume = {abs/2510.07740},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.07740},
doi = {10.48550/ARXIV.2510.07740},
eprinttype = {arXiv},
eprint = {2510.07740},
timestamp = {Wed, 12 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-07740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuLLZZ24,
author = {Hanjiang Hu and
Zuxin Liu and
Linyi Li and
Jiacheng Zhu and
Ding Zhao},
title = {Pixel-wise Smoothing for Certified Robustness against Camera Motion
Perturbations},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
pages = {217--225},
year = {2024},
crossref = {DBLP:conf/aistats/2024},
url = {https://proceedings.mlr.press/v238/hu24a.html},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuLLZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KangGL024,
author = {Mintong Kang and
Nezihe Merve G{\"{u}}rel and
Linyi Li and
Bo Li},
title = {{COLEP:} Certifiably Robust Learning-Reasoning Conformal Prediction
via Probabilistic Circuits},
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=XN6ZPINdSg},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KangGL024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShuXWCCX0024,
author = {Youwei Shu and
Xi Xiao and
Derui Wang and
Yuxin Cao and
Siji Chen and
Jason Xue and
Linyi Li and
Bo Li},
title = {Effects of Exponential Gaussian Distribution on (Double Sampling)
Randomized Smoothing},
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=IxZ4xaHSYG},
timestamp = {Thu, 17 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShuXWCCX0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001GLHYHNW0Y24,
author = {Linyi Li and
Shijie Geng and
Zhenwen Li and
Yibo He and
Hao Yu and
Ziyue Hua and
Guanghan Ning and
Siwei Wang and
Tao Xie and
Hongxia Yang},
title = {InfiBench: Evaluating the Question-Answering Capabilities of Code
Large Language Models},
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/e888eb9400fe14bb70e057aa1d719188-Abstract-Datasets\_and\_Benchmarks\_Track.html},
timestamp = {Mon, 29 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/0001GLHYHNW0Y24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02329,
author = {Zijian Huang and
Wenda Chu and
Linyi Li and
Chejian Xu and
Bo Li},
title = {{COMMIT:} Certifying Robustness of Multi-Sensor Fusion Systems against
Semantic Attacks},
journal = {CoRR},
volume = {abs/2403.02329},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02329},
doi = {10.48550/ARXIV.2403.02329},
eprinttype = {arXiv},
eprint = {2403.02329},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11348,
author = {Mintong Kang and
Nezihe Merve G{\"{u}}rel and
Linyi Li and
Bo Li},
title = {{COLEP:} Certifiably Robust Learning-Reasoning Conformal Prediction
via Probabilistic Circuits},
journal = {CoRR},
volume = {abs/2403.11348},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11348},
doi = {10.48550/ARXIV.2403.11348},
eprinttype = {arXiv},
eprint = {2403.11348},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-07940,
author = {Linyi Li and
Shijie Geng and
Zhenwen Li and
Yibo He and
Hao Yu and
Ziyue Hua and
Guanghan Ning and
Siwei Wang and
Tao Xie and
Hongxia Yang},
title = {InfiCoder-Eval: Systematically Evaluating the Question-Answering Capabilities
of Code Large Language Models},
journal = {CoRR},
volume = {abs/2404.07940},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.07940},
doi = {10.48550/ARXIV.2404.07940},
eprinttype = {arXiv},
eprint = {2404.07940},
timestamp = {Mon, 29 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-07940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-02309,
author = {Youwei Shu and
Xi Xiao and
Derui Wang and
Yuxin Cao and
Siji Chen and
Jason Xue and
Linyi Li and
Bo Li},
title = {Effects of Exponential Gaussian Distribution on (Double Sampling)
Randomized Smoothing},
journal = {CoRR},
volume = {abs/2406.02309},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.02309},
doi = {10.48550/ARXIV.2406.02309},
eprinttype = {arXiv},
eprint = {2406.02309},
timestamp = {Thu, 17 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-02309.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-06774,
author = {Yingjie Fu and
Bozhou Li and
Linyi Li and
Wentao Zhang and
Tao Xie},
title = {The First Prompt Counts the Most! An Evaluation of Large Language
Models on Iterative Example-based Code Generation},
journal = {CoRR},
volume = {abs/2411.06774},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.06774},
doi = {10.48550/ARXIV.2411.06774},
eprinttype = {arXiv},
eprint = {2411.06774},
timestamp = {Mon, 11 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-06774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiCLLW23,
author = {Zhangheng Li and
Tianlong Chen and
Linyi Li and
Bo Li and
Zhangyang Wang},
title = {Can Pruning Improve Certified Robustness of Neural Networks?},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=6IFi2soduD},
timestamp = {Mon, 12 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiCLLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/LiZRXX23,
author = {Linyi Li and
Yuhao Zhang and
Luyao Ren and
Yingfei Xiong and
Tao Xie},
title = {Reliability Assurance for Deep Neural Network Architectures Against
Numerical Defects},
booktitle = {45th {IEEE/ACM} International Conference on Software Engineering,
{ICSE} 2023, Melbourne, Australia, May 14-20, 2023},
pages = {1827--1839},
year = {2023},
crossref = {DBLP:conf/icse/2023},
url = {https://doi.org/10.1109/ICSE48619.2023.00156},
doi = {10.1109/ICSE48619.2023.00156},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icse/LiZRXX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/satml/ZhangL0023,
author = {Jiawei Zhang and
Linyi Li and
Ce Zhang and
Bo Li},
title = {{CARE:} Certifiably Robust Learning with Reasoning via Variational
Inference},
booktitle = {2023 {IEEE} Conference on Secure and Trustworthy Machine Learning,
SaTML 2023, Raleigh, NC, USA, February 8-10, 2023},
pages = {554--574},
year = {2023},
crossref = {DBLP:conf/satml/2023},
url = {https://doi.org/10.1109/SaTML54575.2023.00043},
doi = {10.1109/SATML54575.2023.00043},
timestamp = {Mon, 10 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/satml/ZhangL0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/satml/KangL023,
author = {Mintong Kang and
Linyi Li and
Bo Li},
title = {FaShapley: Fast and Approximated Shapley Based Model Pruning Towards
Certifiably Robust DNNs},
booktitle = {2023 {IEEE} Conference on Secure and Trustworthy Machine Learning,
SaTML 2023, Raleigh, NC, USA, February 8-10, 2023},
pages = {575--592},
year = {2023},
crossref = {DBLP:conf/satml/2023},
url = {https://doi.org/10.1109/SaTML54575.2023.00044},
doi = {10.1109/SATML54575.2023.00044},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/satml/KangL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/LiXL23,
author = {Linyi Li and
Tao Xie and
Bo Li},
title = {SoK: Certified Robustness for Deep Neural Networks},
booktitle = {44th {IEEE} Symposium on Security and Privacy, {SP} 2023, San Francisco,
CA, USA, May 21-25, 2023},
pages = {1289--1310},
year = {2023},
crossref = {DBLP:conf/sp/2023},
url = {https://doi.org/10.1109/SP46215.2023.10179303},
doi = {10.1109/SP46215.2023.10179303},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sp/LiXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06086,
author = {Linyi Li and
Yuhao Zhang and
Luyao Ren and
Yingfei Xiong and
Tao Xie},
title = {Reliability Assurance for Deep Neural Network Architectures Against
Numerical Defects},
journal = {CoRR},
volume = {abs/2302.06086},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06086},
doi = {10.48550/ARXIV.2302.06086},
eprinttype = {arXiv},
eprint = {2302.06086},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13150,
author = {Hanjiang Hu and
Zuxin Liu and
Linyi Li and
Jiacheng Zhu and
Ding Zhao},
title = {Pixel-wise Smoothing for Certified Robustness against Camera Motion
Perturbations},
journal = {CoRR},
volume = {abs/2309.13150},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13150},
doi = {10.48550/ARXIV.2309.13150},
eprinttype = {arXiv},
eprint = {2309.13150},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/HuLLZZ22,
author = {Hanjiang Hu and
Zuxin Liu and
Linyi Li and
Jiacheng Zhu and
Ding Zhao},
title = {Robustness Certification of Visual Perception Models via Camera Motion
Smoothing},
booktitle = {Conference on Robot Learning, CoRL 2022, 14-18 December 2022, Auckland,
New Zealand},
pages = {1309--1320},
year = {2022},
crossref = {DBLP:conf/corl/2022},
url = {https://proceedings.mlr.press/v205/hu23b.html},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/corl/HuLLZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuL0KKZ022,
author = {Fan Wu and
Linyi Li and
Huan Zhang and
Bhavya Kailkhura and
Krishnaram Kenthapadi and
Ding Zhao and
Bo Li},
title = {{COPA:} Certifying Robust Policies for Offline Reinforcement Learning
against Poisoning Attacks},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
year = {2022},
crossref = {DBLP:conf/iclr/2022},
url = {https://openreview.net/forum?id=psh0oeMSBiF},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WuL0KKZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuLHVZ022,
author = {Fan Wu and
Linyi Li and
Zijian Huang and
Yevgeniy Vorobeychik and
Ding Zhao and
Bo Li},
title = {{CROP:} Certifying Robust Policies for Reinforcement Learning through
Functional Smoothing},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
year = {2022},
crossref = {DBLP:conf/iclr/2022},
url = {https://openreview.net/forum?id=HOjLHrlZhmx},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WuLHVZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YangLXK0L22,
author = {Zhuolin Yang and
Linyi Li and
Xiaojun Xu and
Bhavya Kailkhura and
Tao Xie and
Bo Li},
title = {On the Certified Robustness for Ensemble Models and Beyond},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
year = {2022},
crossref = {DBLP:conf/iclr/2022},
url = {https://openreview.net/forum?id=tUa4REjGjTf},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YangLXK0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChuLL22,
author = {Wenda Chu and
Linyi Li and
Bo Li},
title = {{TPC:} Transformation-Specific Smoothing for Point Cloud Models},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
pages = {4035--4056},
year = {2022},
crossref = {DBLP:conf/icml/2022},
url = {https://proceedings.mlr.press/v162/chu22b.html},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChuLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiZ0L22,
author = {Linyi Li and
Jiawei Zhang and
Tao Xie and
Bo Li},
title = {Double Sampling Randomized Smoothing},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
pages = {13163--13208},
year = {2022},
crossref = {DBLP:conf/icml/2022},
url = {https://proceedings.mlr.press/v162/li22aa.html},
timestamp = {Mon, 10 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiZ0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WeberLWZ0022,
author = {Maurice Weber and
Linyi Li and
Boxin Wang and
Zhikuan Zhao and
Bo Li and
Ce Zhang},
title = {Certifying Out-of-Domain Generalization for Blackbox Functions},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
pages = {23527--23548},
year = {2022},
crossref = {DBLP:conf/icml/2022},
url = {https://proceedings.mlr.press/v162/weber22a.html},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WeberLWZ0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/SahaUM0LHYKP22,
author = {Ripon K. Saha and
Akira Ura and
Sonal Mahajan and
Chenguang Zhu and
Linyi Li and
Yang Hu and
Hiroaki Yoshida and
Sarfraz Khurshid and
Mukul R. Prasad},
title = {{SAPIENTML:} Synthesizing Machine Learning Pipelines by Learning from
Human-Written Solutions},
booktitle = {44th {IEEE/ACM} 44th International Conference on Software Engineering,
{ICSE} 2022, Pittsburgh, PA, USA, May 25-27, 2022},
pages = {1932--1944},
year = {2022},
crossref = {DBLP:conf/icse/2022},
url = {https://doi.org/10.1145/3510003.3510226},
doi = {10.1145/3510003.3510226},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icse/SahaUM0LHYKP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChaudhuryLK0M22,
author = {Bhaskar Ray Chaudhury and
Linyi Li and
Mintong Kang and
Bo Li and
Ruta Mehta},
title = {Fairness in Federated Learning via Core-Stability},
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/25e92e33ac8c35fd49f394c37f21b6da-Abstract-Conference.html},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChaudhuryLK0M22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KangLWL0022,
author = {Mintong Kang and
Linyi Li and
Maurice Weber and
Yang Liu and
Ce Zhang and
Bo Li},
title = {Certifying Some Distributional Fairness with Subpopulation Decomposition},
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/c8e9a2beb84ab1a616edb89581c4b32a-Abstract-Conference.html},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KangLWL0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuL022,
author = {Xiaojun Xu and
Linyi Li and
Bo Li},
title = {{LOT:} Layer-wise Orthogonal Training on Improving l2 Certified Robustness},
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/77d52754ff6b2de5a5d96ee921b6b3cd-Abstract-Conference.html},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XuL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangZWZLPKLGZL22,
author = {Zhuolin Yang and
Zhikuan Zhao and
Boxin Wang and
Jiawei Zhang and
Linyi Li and
Hengzhi Pei and
Bojan Karlas and
Ji Liu and
Heng Guo and
Ce Zhang and
Bo Li},
title = {Improving Certified Robustness via Statistical Learning with Logical
Reasoning},
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/e1b248453bca182b6138b8c14a75340d-Abstract-Conference.html},
timestamp = {Mon, 10 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangZWZLPKLGZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangWXLLJHK22,
author = {Huan Zhang and
Shiqi Wang and
Kaidi Xu and
Linyi Li and
Bo Li and
Suman Jana and
Cho{-}Jui Hsieh and
J. Zico Kolter},
title = {General Cutting Planes for Bound-Propagation-Based Neural Network
Verification},
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/0b06c8673ebb453e5e468f7743d8f54e-Abstract-Conference.html},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangWXLLJHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12733,
author = {Wenda Chu and
Linyi Li and
Bo Li},
title = {{TPC:} Transformation-Specific Smoothing for Point Cloud Models},
journal = {CoRR},
volume = {abs/2201.12733},
year = {2022},
url = {https://arxiv.org/abs/2201.12733},
eprinttype = {arXiv},
eprint = {2201.12733},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01679,
author = {Maurice Weber and
Linyi Li and
Boxin Wang and
Zhikuan Zhao and
Bo Li and
Ce Zhang},
title = {Certifying Out-of-Domain Generalization for Blackbox Functions},
journal = {CoRR},
volume = {abs/2202.01679},
year = {2022},
url = {https://arxiv.org/abs/2202.01679},
eprinttype = {arXiv},
eprint = {2202.01679},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10451,
author = {Ripon K. Saha and
Akira Ura and
Sonal Mahajan and
Chenguang Zhu and
Linyi Li and
Yang Hu and
Hiroaki Yoshida and
Sarfraz Khurshid and
Mukul R. Prasad},
title = {SapientML: Synthesizing Machine Learning Pipelines by Learning from
Human-Written Solutions},
journal = {CoRR},
volume = {abs/2202.10451},
year = {2022},
url = {https://arxiv.org/abs/2202.10451},
eprinttype = {arXiv},
eprint = {2202.10451},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08398,
author = {Fan Wu and
Linyi Li and
Chejian Xu and
Huan Zhang and
Bhavya Kailkhura and
Krishnaram Kenthapadi and
Ding Zhao and
Bo Li},
title = {{COPA:} Certifying Robust Policies for Offline Reinforcement Learning
against Poisoning Attacks},
journal = {CoRR},
volume = {abs/2203.08398},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08398},
doi = {10.48550/ARXIV.2203.08398},
eprinttype = {arXiv},
eprint = {2203.08398},
timestamp = {Sat, 06 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15494,
author = {Mintong Kang and
Linyi Li and
Maurice Weber and
Yang Liu and
Ce Zhang and
Bo Li},
title = {Certifying Some Distributional Fairness with Subpopulation Decomposition},
journal = {CoRR},
volume = {abs/2205.15494},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15494},
doi = {10.48550/ARXIV.2205.15494},
eprinttype = {arXiv},
eprint = {2205.15494},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07311,
author = {Zhangheng Li and
Tianlong Chen and
Linyi Li and
Bo Li and
Zhangyang Wang},
title = {Can pruning improve certified robustness of neural networks?},
journal = {CoRR},
volume = {abs/2206.07311},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07311},
doi = {10.48550/ARXIV.2206.07311},
eprinttype = {arXiv},
eprint = {2206.07311},
timestamp = {Mon, 12 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07912,
author = {Linyi Li and
Jiawei Zhang and
Tao Xie and
Bo Li},
title = {Double Sampling Randomized Smoothing},
journal = {CoRR},
volume = {abs/2206.07912},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07912},
doi = {10.48550/ARXIV.2206.07912},
eprinttype = {arXiv},
eprint = {2206.07912},
timestamp = {Mon, 10 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10265,
author = {Wenda Chu and
Chulin Xie and
Boxin Wang and
Linyi Li and
Lang Yin and
Han Zhao and
Bo Li},
title = {{FOCUS:} Fairness via Agent-Awareness for Federated Learning on Heterogeneous
Data},
journal = {CoRR},
volume = {abs/2207.10265},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.10265},
doi = {10.48550/ARXIV.2207.10265},
eprinttype = {arXiv},
eprint = {2207.10265},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-10265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05740,
author = {Huan Zhang and
Shiqi Wang and
Kaidi Xu and
Linyi Li and
Bo Li and
Suman Jana and
Cho{-}Jui Hsieh and
J. Zico Kolter},
title = {General Cutting Planes for Bound-Propagation-Based Neural Network
Verification},
journal = {CoRR},
volume = {abs/2208.05740},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.05740},
doi = {10.48550/ARXIV.2208.05740},
eprinttype = {arXiv},
eprint = {2208.05740},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-05055,
author = {Jiawei Zhang and
Linyi Li and
Ce Zhang and
Bo Li},
title = {{CARE:} Certifiably Robust Learning with Reasoning via Variational
Inference},
journal = {CoRR},
volume = {abs/2209.05055},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.05055},
doi = {10.48550/ARXIV.2209.05055},
eprinttype = {arXiv},
eprint = {2209.05055},
timestamp = {Mon, 10 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-05055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04625,
author = {Hanjiang Hu and
Zuxin Liu and
Linyi Li and
Jiacheng Zhu and
Ding Zhao},
title = {Robustness Certification of Visual Perception Models via Camera Motion
Smoothing},
journal = {CoRR},
volume = {abs/2210.04625},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04625},
doi = {10.48550/ARXIV.2210.04625},
eprinttype = {arXiv},
eprint = {2210.04625},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11620,
author = {Xiaojun Xu and
Linyi Li and
Bo Li},
title = {{LOT:} Layer-wise Orthogonal Training on Improving l2 Certified Robustness},
journal = {CoRR},
volume = {abs/2210.11620},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11620},
doi = {10.48550/ARXIV.2210.11620},
eprinttype = {arXiv},
eprint = {2210.11620},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11620.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-02091,
author = {Bhaskar Ray Chaudhury and
Linyi Li and
Mintong Kang and
Bo Li and
Ruta Mehta},
title = {Fairness in Federated Learning via Core-Stability},
journal = {CoRR},
volume = {abs/2211.02091},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.02091},
doi = {10.48550/ARXIV.2211.02091},
eprinttype = {arXiv},
eprint = {2211.02091},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-02091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiLXZYL21,
author = {Huichen Li and
Linyi Li and
Xiaojun Xu and
Xiaolu Zhang and
Shuang Yang and
Bo Li},
title = {Nonlinear Projection Based Gradient Estimation for Query Efficient
Blackbox Attacks},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
pages = {3142--3150},
year = {2021},
crossref = {DBLP:conf/aistats/2021},
url = {http://proceedings.mlr.press/v130/li21f.html},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiLXZYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/LiWXRK00021,
author = {Linyi Li and
Maurice Weber and
Xiaojun Xu and
Luka Rimanic and
Bhavya Kailkhura and
Tao Xie and
Ce Zhang and
Bo Li},
title = {{TSS:} Transformation-Specific Smoothing for Robustness Certification},
booktitle = {{CCS} '21: 2021 {ACM} {SIGSAC} Conference on Computer and Communications
Security, Virtual Event, Republic of Korea, November 15 - 19, 2021},
pages = {535--557},
year = {2021},
crossref = {DBLP:conf/ccs/2021},
url = {https://doi.org/10.1145/3460120.3485258},
doi = {10.1145/3460120.3485258},
timestamp = {Sat, 06 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/LiWXRK00021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangLLZYL21,
author = {Jiawei Zhang and
Linyi Li and
Huichen Li and
Xiaolu Zhang and
Shuang Yang and
Bo Li},
title = {Progressive-Scale Boundary Blackbox Attack via Projective Gradient
Estimation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
pages = {12479--12490},
year = {2021},
crossref = {DBLP:conf/icml/2021},
url = {http://proceedings.mlr.press/v139/zhang21l.html},
timestamp = {Mon, 10 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangLLZYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangLXZCZRZL21,
author = {Zhuolin Yang and
Linyi Li and
Xiaojun Xu and
Shiliang Zuo and
Qian Chen and
Pan Zhou and
Benjamin I. P. Rubinstein and
Ce Zhang and
Bo Li},
title = {{TRS:} Transferability Reduced Ensemble via Promoting Gradient Diversity
and Model Smoothness},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17642--17655},
year = {2021},
crossref = {DBLP:conf/nips/2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/937936029af671cf479fa893db91cbdd-Abstract.html},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YangLXZCZRZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-13184,
author = {Huichen Li and
Linyi Li and
Xiaojun Xu and
Xiaolu Zhang and
Shuang Yang and
Bo Li},
title = {Nonlinear Projection Based Gradient Estimation for Query Efficient
Blackbox Attacks},
journal = {CoRR},
volume = {abs/2102.13184},
year = {2021},
url = {https://arxiv.org/abs/2102.13184},
eprinttype = {arXiv},
eprint = {2102.13184},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-13184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-00671,
author = {Zhuolin Yang and
Linyi Li and
Xiaojun Xu and
Shiliang Zuo and
Qian Chen and
Benjamin I. P. Rubinstein and
Ce Zhang and
Bo Li},
title = {{TRS:} Transferability Reduced Ensemble via Encouraging Gradient Diversity
and Model Smoothness},
journal = {CoRR},
volume = {abs/2104.00671},
year = {2021},
url = {https://arxiv.org/abs/2104.00671},
eprinttype = {arXiv},
eprint = {2104.00671},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-00671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06056,
author = {Jiawei Zhang and
Linyi Li and
Huichen Li and
Xiaolu Zhang and
Shuang Yang and
Bo Li},
title = {Progressive-Scale Boundary Blackbox Attack via Projective Gradient
Estimation},
journal = {CoRR},
volume = {abs/2106.06056},
year = {2021},
url = {https://arxiv.org/abs/2106.06056},
eprinttype = {arXiv},
eprint = {2106.06056},
timestamp = {Mon, 10 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09292,
author = {Fan Wu and
Linyi Li and
Zijian Huang and
Yevgeniy Vorobeychik and
Ding Zhao and
Bo Li},
title = {{CROP:} Certifying Robust Policies for Reinforcement Learning through
Functional Smoothing},
journal = {CoRR},
volume = {abs/2106.09292},
year = {2021},
url = {https://arxiv.org/abs/2106.09292},
eprinttype = {arXiv},
eprint = {2106.09292},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-10873,
author = {Zhuolin Yang and
Linyi Li and
Xiaojun Xu and
Bhavya Kailkhura and
Tao Xie and
Bo Li},
title = {On the Certified Robustness for Ensemble Models and Beyond},
journal = {CoRR},
volume = {abs/2107.10873},
year = {2021},
url = {https://arxiv.org/abs/2107.10873},
eprinttype = {arXiv},
eprint = {2107.10873},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-10873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigsoft/LiLZZWWHZDX20,
author = {Linyi Li and
Zhenwen Li and
Weijie Zhang and
Jun Zhou and
Pengcheng Wang and
Jing Wu and
Guanghua He and
Xia Zeng and
Yuetang Deng and
Tao Xie},
title = {Clustering test steps in natural language toward automating test automation},
booktitle = {{ESEC/FSE} '20: 28th {ACM} Joint European Software Engineering Conference
and Symposium on the Foundations of Software Engineering, Virtual
Event, USA, November 8-13, 2020},
pages = {1285--1295},
year = {2020},
crossref = {DBLP:conf/sigsoft/2020},
url = {https://doi.org/10.1145/3368089.3417067},
doi = {10.1145/3368089.3417067},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigsoft/LiLZZWWHZDX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-12398,
author = {Linyi Li and
Maurice Weber and
Xiaojun Xu and
Luka Rimanic and
Tao Xie and
Ce Zhang and
Bo Li},
title = {Provable Robust Learning Based on Transformation-Specific Smoothing},
journal = {CoRR},
volume = {abs/2002.12398},
year = {2020},
url = {https://arxiv.org/abs/2002.12398},
eprinttype = {arXiv},
eprint = {2002.12398},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-12398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-04131,
author = {Linyi Li and
Xiangyu Qi and
Tao Xie and
Bo Li},
title = {SoK: Certified Robustness for Deep Neural Networks},
journal = {CoRR},
volume = {abs/2009.04131},
year = {2020},
url = {https://arxiv.org/abs/2009.04131},
eprinttype = {arXiv},
eprint = {2009.04131},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-04131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-09384,
author = {Zhonghan Niu and
Zhaoxi Chen and
Linyi Li and
Yubin Yang and
Bo Li and
Jinfeng Yi},
title = {On the Limitations of Denoising Strategies as Adversarial Defenses},
journal = {CoRR},
volume = {abs/2012.09384},
year = {2020},
url = {https://arxiv.org/abs/2012.09384},
eprinttype = {arXiv},
eprint = {2012.09384},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-09384.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiZL019,
author = {Linyi Li and
Zexuan Zhong and
Bo Li and
Tao Xie},
title = {Robustra: Training Provable Robust Neural Networks over Reference
Adversarial Space},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4711--4717},
year = {2019},
crossref = {DBLP:conf/ijcai/2019},
url = {https://doi.org/10.24963/ijcai.2019/654},
doi = {10.24963/IJCAI.2019/654},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/LiZL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2025,
editor = {Toby Walsh and
Julie Shah and
Zico Kolter},
title = {AAAI-25, Sponsored by the Association for the Advancement of Artificial
Intelligence, February 25 - March 4, 2025, Philadelphia, PA, {USA}},
publisher = {{AAAI} Press},
year = {2025},
url = {https://ojs.aaai.org/index.php/AAAI/issue/view/624},
isbn = {978-1-57735-897-8},
timestamp = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/aaai/2025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2024,
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
publisher = {{PMLR}},
year = {2024},
url = {http://proceedings.mlr.press/v238/},
timestamp = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/aistats/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 = {Sun, 16 Nov 2025 20:18:32 +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 = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/icml/2024.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 = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/nips/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icse/2023,
title = {45th {IEEE/ACM} International Conference on Software Engineering,
{ICSE} 2023, Melbourne, Australia, May 14-20, 2023},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICSE48619.2023},
doi = {10.1109/ICSE48619.2023},
isbn = {978-1-6654-5701-9},
timestamp = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/icse/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/satml/2023,
title = {2023 {IEEE} Conference on Secure and Trustworthy Machine Learning,
SaTML 2023, Raleigh, NC, USA, February 8-10, 2023},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SaTML54575.2023},
doi = {10.1109/SATML54575.2023},
isbn = {978-1-6654-6300-3},
timestamp = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/satml/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sp/2023,
title = {44th {IEEE} Symposium on Security and Privacy, {SP} 2023, San Francisco,
CA, USA, May 21-25, 2023},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SP46215.2023},
doi = {10.1109/SP46215.2023},
isbn = {978-1-6654-9336-9},
timestamp = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/sp/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/corl/2022,
editor = {Karen Liu and
Dana Kulic and
Jeffrey Ichnowski},
title = {Conference on Robot Learning, CoRL 2022, 14-18 December 2022, Auckland,
New Zealand},
series = {Proceedings of Machine Learning Research},
volume = {205},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v205/},
timestamp = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/corl/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iclr/2022,
title = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/group?id=ICLR.cc/2022/Conference},
timestamp = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/iclr/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2022,
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
publisher = {{PMLR}},
year = {2022},
url = {http://proceedings.mlr.press/v162/},
timestamp = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/icml/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icse/2022,
title = {44th {IEEE/ACM} 44th International Conference on Software Engineering,
{ICSE} 2022, Pittsburgh, PA, USA, May 25-27, 2022},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3510003},
doi = {10.1145/3510003},
isbn = {978-1-4503-9221-1},
timestamp = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/icse/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 = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/nips/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2021,
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/},
timestamp = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/aistats/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2021,
editor = {Yongdae Kim and
Jong Kim and
Giovanni Vigna and
Elaine Shi},
title = {{CCS} '21: 2021 {ACM} {SIGSAC} Conference on Computer and Communications
Security, Virtual Event, Republic of Korea, November 15 - 19, 2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3460120},
doi = {10.1145/3460120},
isbn = {978-1-4503-8454-4},
timestamp = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/ccs/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2021,
editor = {Marina Meila and
Tong Zhang},
title = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/},
timestamp = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/icml/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2021,
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021},
timestamp = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/nips/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigsoft/2020,
editor = {Prem Devanbu and
Myra B. Cohen and
Thomas Zimmermann},
title = {{ESEC/FSE} '20: 28th {ACM} Joint European Software Engineering Conference
and Symposium on the Foundations of Software Engineering, Virtual
Event, USA, November 8-13, 2020},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3368089},
doi = {10.1145/3368089},
isbn = {978-1-4503-7043-1},
timestamp = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/sigsoft/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcai/2019,
editor = {Sarit Kraus},
title = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019},
doi = {10.24963/IJCAI.2019},
isbn = {978-0-9992411-4-1},
timestamp = {Sun, 16 Nov 2025 20:18:32 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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