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ORCIDBibTeX records: Cho-Jui Hsieh
@article{DBLP:journals/nn/HwangZCHL24,
author = {Jaehui Hwang and
Huan Zhang and
Jun{-}Ho Choi and
Cho{-}Jui Hsieh and
Jong{-}Seok Lee},
title = {Temporal shuffling for defending deep action recognition models against
adversarial attacks},
journal = {Neural Networks},
volume = {169},
pages = {388--397},
year = {2024},
url = {https://doi.org/10.1016/j.neunet.2023.10.033},
doi = {10.1016/J.NEUNET.2023.10.033},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/HwangZCHL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ChangJZATHYV24,
author = {Wei{-}Cheng Chang and
Jyun{-}Yu Jiang and
Jiong Zhang and
Mutasem Al{-}Darabsah and
Choon Hui Teo and
Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
S. V. N. Vishwanathan},
editor = {Luz Angelica Caudillo{-}Mata and
Silvio Lattanzi and
Andr{\'{e}}s Mu{\~{n}}oz Medina and
Leman Akoglu and
Aristides Gionis and
Sergei Vassilvitskii},
title = {{PEFA:} Parameter-Free Adapters for Large-scale Embedding-based Retrieval
Models},
booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
pages = {77--86},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3616855.3635791},
doi = {10.1145/3616855.3635791},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ChangJZATHYV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-07298,
author = {Yue Kang and
Cho{-}Jui Hsieh and
Thomas C. M. Lee},
title = {Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems},
journal = {CoRR},
volume = {abs/2401.07298},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.07298},
doi = {10.48550/ARXIV.2401.07298},
eprinttype = {arXiv},
eprint = {2401.07298},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-07298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-09031,
author = {Tong Xie and
Haoyu Li and
Andrew Bai and
Cho{-}Jui Hsieh},
title = {Data Attribution for Diffusion Models: Timestep-induced Bias in Influence
Estimation},
journal = {CoRR},
volume = {abs/2401.09031},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.09031},
doi = {10.48550/ARXIV.2401.09031},
eprinttype = {arXiv},
eprint = {2401.09031},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-09031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01057,
author = {Chia{-}Cheng Chiang and
Li{-}Cheng Lan and
Wei{-}Fang Sun and
Chien Feng and
Cho{-}Jui Hsieh and
Chun{-}Yi Lee},
title = {Expert Proximity as Surrogate Rewards for Single Demonstration Imitation
Learning},
journal = {CoRR},
volume = {abs/2402.01057},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01057},
doi = {10.48550/ARXIV.2402.01057},
eprinttype = {arXiv},
eprint = {2402.01057},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08096,
author = {Andrew Bai and
Chih{-}Kuan Yeh and
Cho{-}Jui Hsieh and
Ankur Taly},
title = {Which Pretrain Samples to Rehearse when Finetuning Pretrained Models?},
journal = {CoRR},
volume = {abs/2402.08096},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08096},
doi = {10.48550/ARXIV.2402.08096},
eprinttype = {arXiv},
eprint = {2402.08096},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12741,
author = {Sen Li and
Ruochen Wang and
Cho{-}Jui Hsieh and
Minhao Cheng and
Tianyi Zhou},
title = {MuLan: Multimodal-LLM Agent for Progressive Multi-Object Diffusion},
journal = {CoRR},
volume = {abs/2402.12741},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12741},
doi = {10.48550/ARXIV.2402.12741},
eprinttype = {arXiv},
eprint = {2402.12741},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15751,
author = {Yong Liu and
Zirui Zhu and
Chaoyu Gong and
Minhao Cheng and
Cho{-}Jui Hsieh and
Yang You},
title = {Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order
{LLM} Fine-Tuning},
journal = {CoRR},
volume = {abs/2402.15751},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15751},
doi = {10.48550/ARXIV.2402.15751},
eprinttype = {arXiv},
eprint = {2402.15751},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16459,
author = {Yihan Wang and
Zhouxing Shi and
Andrew Bai and
Cho{-}Jui Hsieh},
title = {Defending LLMs against Jailbreaking Attacks via Backtranslation},
journal = {CoRR},
volume = {abs/2402.16459},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16459},
doi = {10.48550/ARXIV.2402.16459},
eprinttype = {arXiv},
eprint = {2402.16459},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16914,
author = {Xirui Li and
Ruochen Wang and
Minhao Cheng and
Tianyi Zhou and
Cho{-}Jui Hsieh},
title = {DrAttack: Prompt Decomposition and Reconstruction Makes Powerful {LLM}
Jailbreakers},
journal = {CoRR},
volume = {abs/2402.16914},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16914},
doi = {10.48550/ARXIV.2402.16914},
eprinttype = {arXiv},
eprint = {2402.16914},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16914.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LiangHL23,
author = {Yuefeng Liang and
Cho{-}Jui Hsieh and
Thomas C. M. Lee},
title = {Fast block-wise partitioning for extreme multi-label classification},
journal = {Data Min. Knowl. Discov.},
volume = {37},
number = {6},
pages = {2192--2215},
year = {2023},
url = {https://doi.org/10.1007/s10618-023-00945-5},
doi = {10.1007/S10618-023-00945-5},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/LiangHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KadambiMHSS23,
author = {Achuta Kadambi and
Celso de Melo and
Cho{-}Jui Hsieh and
Mani B. Srivastava and
Stefano Soatto},
title = {Incorporating physics into data-driven computer vision},
journal = {Nat. Mac. Intell.},
volume = {5},
number = {6},
pages = {572--580},
year = {2023},
url = {https://doi.org/10.1038/s42256-023-00662-0},
doi = {10.1038/S42256-023-00662-0},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KadambiMHSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiuLHT23,
author = {Liu Liu and
Ji Liu and
Cho{-}Jui Hsieh and
Dacheng Tao},
title = {Stochastically Controlled Compositional Gradient for Composition Problems},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {2},
pages = {611--622},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3098222},
doi = {10.1109/TNNLS.2021.3098222},
timestamp = {Thu, 06 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LiuLHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/QinXYH23,
author = {Yunxiao Qin and
Yuanhao Xiong and
Jinfeng Yi and
Cho{-}Jui Hsieh},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Training Meta-Surrogate Model for Transferable Adversarial Attack},
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 = {9516--9524},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i8.26139},
doi = {10.1609/AAAI.V37I8.26139},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/QinXYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/OvalleCH23,
author = {Anaelia Ovalle and
Evan Czyzycki and
Cho{-}Jui Hsieh},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Improving Adversarial Robustness to Sensitivity and Invariance Attacks
with Deep Metric Learning (Student Abstract)},
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 = {16292--16293},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i13.27006},
doi = {10.1609/AAAI.V37I13.27006},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/OvalleCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LingZXLCH023,
author = {Zixuan Ling and
Xiaoqing Zheng and
Jianhan Xu and
Jinshu Lin and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Xuanjing Huang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Enhancing Unsupervised Semantic Parsing with Distributed Contextual
Representations},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {11454--11465},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.726},
doi = {10.18653/V1/2023.FINDINGS-ACL.726},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LingZXLCH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangWCLJHY23,
author = {Jiong Zhang and
Yau{-}Shian Wang and
Wei{-}Cheng Chang and
Wei Li and
Jyun{-}Yu Jiang and
Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Build Faster with Less: {A} Journey to Accelerate Sparse Model Building
for Semantic Matching in Product Search},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {4960--4966},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614661},
doi = {10.1145/3583780.3614661},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhangWCLJHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/XiongWCYH23,
author = {Yuanhao Xiong and
Ruochen Wang and
Minhao Cheng and
Felix Yu and
Cho{-}Jui Hsieh},
title = {FedDM: Iterative Distribution Matching for Communication-Efficient
Federated Learning},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {16323--16332},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01566},
doi = {10.1109/CVPR52729.2023.01566},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/XiongWCYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hotstorage/PrakriyaYMHC23,
author = {Neha Prakriya and
Yu Yang and
Baharan Mirzasoleiman and
Cho{-}Jui Hsieh and
Jason Cong},
editor = {Ali Anwar and
Ningfang Mi and
Vasily Tarasov and
Yiying Zhang},
title = {NeSSA: Near-Storage Data Selection for Accelerated Machine Learning
Training},
booktitle = {Proceedings of the 15th {ACM/USENIX} Workshop on Hot Topics in Storage
and File Systems, HotStorage 2023, Boston, MA, USA, 9 July 2023},
pages = {8--15},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3599691.3603404},
doi = {10.1145/3599691.3603404},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hotstorage/PrakriyaYMHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BaiYLRH23,
author = {Andrew Bai and
Chih{-}Kuan Yeh and
Neil Y. C. Lin and
Pradeep Kumar Ravikumar and
Cho{-}Jui Hsieh},
title = {Concept Gradient: Concept-based Interpretation Without Linear Assumption},
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/pdf?id=\_01dDd3f78},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BaiYLRH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Lan0H23,
author = {Li{-}Cheng Lan and
Huan Zhang and
Cho{-}Jui Hsieh},
title = {Can Agents Run Relay Race with Strangers? Generalization of {RL} to
Out-of-Distribution Trajectories},
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/pdf?id=ipflrGaf7ry},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Lan0H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SiYRHK23,
author = {Si Si and
Felix X. Yu and
Ankit Singh Rawat and
Cho{-}Jui Hsieh and
Sanjiv Kumar},
title = {Serving Graph Compression for Graph Neural Networks},
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/pdf?id=T-qVtA3pAxG},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SiYRHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZengS0KLHJ23,
author = {Yi Zeng and
Zhouxing Shi and
Ming Jin and
Feiyang Kang and
Lingjuan Lyu and
Cho{-}Jui Hsieh and
Ruoxi Jia},
title = {Towards Robustness Certification Against Universal Perturbations},
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/pdf?id=7GEvPKxjtt},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZengS0KLHJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChienZHJCMY23,
author = {Eli Chien and
Jiong Zhang and
Cho{-}Jui Hsieh and
Jyun{-}Yu Jiang and
Wei{-}Cheng Chang and
Olgica Milenkovic and
Hsiang{-}Fu Yu},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {{PINA:} Leveraging Side Information in eXtreme Multi-label Classification
via Predicted Instance Neighborhood Aggregation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {5616--5630},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/chien23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChienZHJCMY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CuiWSH23,
author = {Justin Cui and
Ruochen Wang and
Si Si and
Cho{-}Jui Hsieh},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {6565--6590},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/cui23e.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CuiWSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TsaiZYCHR23,
author = {Che{-}Ping Tsai and
Jiong Zhang and
Hsiang{-}Fu Yu and
Eli Chien and
Cho{-}Jui Hsieh and
Pradeep Kumar Ravikumar},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Representer Point Selection for Explaining Regularized High-dimensional
Models},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {34469--34490},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/tsai23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TsaiZYCHR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0002HL23,
author = {Yue Kang and
Cho{-}Jui Hsieh and
Thomas Chun Man Lee},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Robust Lipschitz Bandits to Adversarial Corruptions},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/238f3b98bbe998b4f2234443907fe663-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0002HL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenLHRW0DLHLL23,
author = {Xiangning Chen and
Chen Liang and
Da Huang and
Esteban Real and
Kaiyuan Wang and
Hieu Pham and
Xuanyi Dong and
Thang Luong and
Cho{-}Jui Hsieh and
Yifeng Lu and
Quoc V. Le},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Symbolic Discovery of Optimization Algorithms},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/9a39b4925e35cf447ccba8757137d84f-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenLHRW0DLHLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenZKCHG23,
author = {Zixiang Chen and
Junkai Zhang and
Yiwen Kou and
Xiangning Chen and
Cho{-}Jui Hsieh and
Quanquan Gu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Why Does Sharpness-Aware Minimization Generalize Better Than SGD?},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/e4d3fe32495088805bbbb4f1de63e947-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenZKCHG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DevvritDA0HD23,
author = {Devvrit and
Sai Surya Duvvuri and
Rohan Anil and
Vineet Gupta and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {A Computationally Efficient Sparsified Online Newton Method},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/0b43289db08ed60edc6451cb2132e203-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DevvritDA0HD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShiCBSHB023,
author = {Zhouxing Shi and
Nicholas Carlini and
Ananth Balashankar and
Ludwig Schmidt and
Cho{-}Jui Hsieh and
Alex Beutel and
Yao Qin},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Effective Robustness against Natural Distribution Shifts for Models
with Different Training Data},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/e9000ecb86d45c442a1d38fae68dd8fb-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShiCBSHB023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangC0H23,
author = {Yihan Wang and
Jatin Chauhan and
Wei Wang and
Cho{-}Jui Hsieh},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Universality and Limitations of Prompt Tuning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/eef6aecfe050b556c6a48d9c16b15558-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangC0H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YenDDH23,
author = {Jui{-}Nan Yen and
Sai Surya Duvvuri and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Block Low-Rank Preconditioner with Shared Basis for Stochastic Optimization},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/389cfad711d2b1e2128e931feee80230-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YenDDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/JiangCZHY23,
author = {Jyun{-}Yu Jiang and
Wei{-}Cheng Chang and
Jiong Zhang and
Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Uncertainty Quantification for Extreme Classification},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {1649--1659},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591780},
doi = {10.1145/3539618.3591780},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/JiangCZHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChenCJYDH23,
author = {Patrick H. Chen and
Wei{-}Cheng Chang and
Jyun{-}Yu Jiang and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {{FINGER:} Fast Inference for Graph-based Approximate Nearest Neighbor
Search},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {3225--3235},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583318},
doi = {10.1145/3543507.3583318},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/ChenCJYDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01381,
author = {Zhouxing Shi and
Nicholas Carlini and
Ananth Balashankar and
Ludwig Schmidt and
Cho{-}Jui Hsieh and
Alex Beutel and
Yao Qin},
title = {Effective Robustness against Natural Distribution Shifts for Models
with Different Training Data},
journal = {CoRR},
volume = {abs/2302.01381},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01381},
doi = {10.48550/ARXIV.2302.01381},
eprinttype = {arXiv},
eprint = {2302.01381},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06675,
author = {Xiangning Chen and
Chen Liang and
Da Huang and
Esteban Real and
Kaiyuan Wang and
Yao Liu and
Hieu Pham and
Xuanyi Dong and
Thang Luong and
Cho{-}Jui Hsieh and
Yifeng Lu and
Quoc V. Le},
title = {Symbolic Discovery of Optimization Algorithms},
journal = {CoRR},
volume = {abs/2302.06675},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06675},
doi = {10.48550/ARXIV.2302.06675},
eprinttype = {arXiv},
eprint = {2302.06675},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09440,
author = {Yue Kang and
Cho{-}Jui Hsieh and
Thomas C. M. Lee},
title = {Online Continuous Hyperparameter Optimization for Contextual Bandits},
journal = {CoRR},
volume = {abs/2302.09440},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09440},
doi = {10.48550/ARXIV.2302.09440},
eprinttype = {arXiv},
eprint = {2302.09440},
timestamp = {Fri, 09 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09440.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-16341,
author = {Yuanhao Xiong and
Long Zhao and
Boqing Gong and
Ming{-}Hsuan Yang and
Florian Schroff and
Ting Liu and
Cho{-}Jui Hsieh and
Liangzhe Yuan},
title = {Spatiotemporally Discriminative Video-Language Pre-Training with Text
Grounding},
journal = {CoRR},
volume = {abs/2303.16341},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.16341},
doi = {10.48550/ARXIV.2303.16341},
eprinttype = {arXiv},
eprint = {2303.16341},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-16341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13424,
author = {Li{-}Cheng Lan and
Huan Zhang and
Cho{-}Jui Hsieh},
title = {Can Agents Run Relay Race with Strangers? Generalization of {RL} to
Out-of-Distribution Trajectories},
journal = {CoRR},
volume = {abs/2304.13424},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.13424},
doi = {10.48550/ARXIV.2304.13424},
eprinttype = {arXiv},
eprint = {2304.13424},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-13424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-12349,
author = {Eli Chien and
Jiong Zhang and
Cho{-}Jui Hsieh and
Jyun{-}Yu Jiang and
Wei{-}Cheng Chang and
Olgica Milenkovic and
Hsiang{-}Fu Yu},
title = {{PINA:} Leveraging Side Information in eXtreme Multi-label Classification
via Predicted Instance Neighborhood Aggregation},
journal = {CoRR},
volume = {abs/2305.12349},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.12349},
doi = {10.48550/ARXIV.2305.12349},
eprinttype = {arXiv},
eprint = {2305.12349},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-12349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18543,
author = {Yue Kang and
Cho{-}Jui Hsieh and
Thomas C. M. Lee},
title = {Robust Lipschitz Bandits to Adversarial Corruptions},
journal = {CoRR},
volume = {abs/2305.18543},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18543},
doi = {10.48550/ARXIV.2305.18543},
eprinttype = {arXiv},
eprint = {2305.18543},
timestamp = {Fri, 09 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18787,
author = {Yihan Wang and
Jatin Chauhan and
Wei Wang and
Cho{-}Jui Hsieh},
title = {Universality and Limitations of Prompt Tuning},
journal = {CoRR},
volume = {abs/2305.18787},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18787},
doi = {10.48550/ARXIV.2305.18787},
eprinttype = {arXiv},
eprint = {2305.18787},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19713,
author = {Zhouxing Shi and
Yihan Wang and
Fan Yin and
Xiangning Chen and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
title = {Red Teaming Language Model Detectors with Language Models},
journal = {CoRR},
volume = {abs/2305.19713},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19713},
doi = {10.48550/ARXIV.2305.19713},
eprinttype = {arXiv},
eprint = {2305.19713},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-20002,
author = {Che{-}Ping Tsai and
Jiong Zhang and
Eli Chien and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Pradeep Ravikumar},
title = {Representer Point Selection for Explaining Regularized High-dimensional
Models},
journal = {CoRR},
volume = {abs/2305.20002},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.20002},
doi = {10.48550/ARXIV.2305.20002},
eprinttype = {arXiv},
eprint = {2305.20002},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-20002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05007,
author = {Xiusi Chen and
Jyun{-}Yu Jiang and
Wei{-}Cheng Chang and
Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
Wei Wang},
title = {MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot
Question Answering},
journal = {CoRR},
volume = {abs/2310.05007},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05007},
doi = {10.48550/ARXIV.2310.05007},
eprinttype = {arXiv},
eprint = {2310.05007},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07269,
author = {Zixiang Chen and
Junkai Zhang and
Yiwen Kou and
Xiangning Chen and
Cho{-}Jui Hsieh and
Quanquan Gu},
title = {Why Does Sharpness-Aware Minimization Generalize Better Than SGD?},
journal = {CoRR},
volume = {abs/2310.07269},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07269},
doi = {10.48550/ARXIV.2310.07269},
eprinttype = {arXiv},
eprint = {2310.07269},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09468,
author = {Lucas Tecot and
Cho{-}Jui Hsieh},
title = {Randomized Benchmarking of Local Zeroth-Order Optimizers for Variational
Quantum Systems},
journal = {CoRR},
volume = {abs/2310.09468},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09468},
doi = {10.48550/ARXIV.2310.09468},
eprinttype = {arXiv},
eprint = {2310.09468},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-11866,
author = {Liu Liu and
Xuanqing Liu and
Cho{-}Jui Hsieh and
Dacheng Tao},
title = {Stochastic Optimization for Non-convex Problem with Inexact Hessian
Matrix, Gradient, and Function},
journal = {CoRR},
volume = {abs/2310.11866},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.11866},
doi = {10.48550/ARXIV.2310.11866},
eprinttype = {arXiv},
eprint = {2310.11866},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-11866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09668,
author = {Yuhang Li and
Yihan Wang and
Zhouxing Shi and
Cho{-}Jui Hsieh},
title = {Improving the Generation Quality of Watermarked Large Language Models
via Word Importance Scoring},
journal = {CoRR},
volume = {abs/2311.09668},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09668},
doi = {10.48550/ARXIV.2311.09668},
eprinttype = {arXiv},
eprint = {2311.09668},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10085,
author = {Devvrit and
Sai Surya Duvvuri and
Rohan Anil and
Vineet Gupta and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
title = {A Computationally Efficient Sparsified Online Newton Method},
journal = {CoRR},
volume = {abs/2311.10085},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.10085},
doi = {10.48550/ARXIV.2311.10085},
eprinttype = {arXiv},
eprint = {2311.10085},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-10085.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10117,
author = {Cho{-}Jui Hsieh and
Si Si and
Felix X. Yu and
Inderjit S. Dhillon},
title = {Automatic Engineering of Long Prompts},
journal = {CoRR},
volume = {abs/2311.10117},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.10117},
doi = {10.48550/ARXIV.2311.10117},
eprinttype = {arXiv},
eprint = {2311.10117},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-10117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-02429,
author = {Wei{-}Cheng Chang and
Jyun{-}Yu Jiang and
Jiong Zhang and
Mutasem Al{-}Darabsah and
Choon Hui Teo and
Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
S. V. N. Vishwanathan},
title = {{PEFA:} Parameter-Free Adapters for Large-scale Embedding-based Retrieval
Models},
journal = {CoRR},
volume = {abs/2312.02429},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.02429},
doi = {10.48550/ARXIV.2312.02429},
eprinttype = {arXiv},
eprint = {2312.02429},
timestamp = {Wed, 13 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-02429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-14380,
author = {Tiejin Chen and
Yuanpu Cao and
Yujia Wang and
Cho{-}Jui Hsieh and
Jinghui Chen},
title = {Federated Learning with Projected Trajectory Regularization},
journal = {CoRR},
volume = {abs/2312.14380},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.14380},
doi = {10.48550/ARXIV.2312.14380},
eprinttype = {arXiv},
eprint = {2312.14380},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-14380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/SuCCTHSSABYG22,
author = {Yu{-}Chuan Su and
Soravit Changpinyo and
Xiangning Chen and
Sathish Thoppay and
Cho{-}Jui Hsieh and
Lior Shapira and
Radu Soricut and
Hartwig Adam and
Matthew Brown and
Ming{-}Hsuan Yang and
Boqing Gong},
title = {2.5D visual relationship detection},
journal = {Comput. Vis. Image Underst.},
volume = {224},
pages = {103557},
year = {2022},
url = {https://doi.org/10.1016/j.cviu.2022.103557},
doi = {10.1016/J.CVIU.2022.103557},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cviu/SuCCTHSSABYG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ShaoSYCH22,
author = {Rulin Shao and
Zhouxing Shi and
Jinfeng Yi and
Pin{-}Yu Chen and
Cho{-}Jui Hsieh},
title = {On the Adversarial Robustness of Vision Transformers},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=lE7K4n1Esk},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ShaoSYCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LeeHL22,
author = {Hojung Lee and
Cho{-}Jui Hsieh and
Jong{-}Seok Lee},
title = {Local Critic Training for Model-Parallel Learning of Deep Neural Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {9},
pages = {4424--4436},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3057380},
doi = {10.1109/TNNLS.2021.3057380},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LeeHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XuZZLHCH22,
author = {Jianhan Xu and
Cenyuan Zhang and
Xiaoqing Zheng and
Linyang Li and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Xuanjing Huang},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Towards Adversarially Robust Text Classifiers by Learning to Reweight
Clean Examples},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022,
Dublin, Ireland, May 22-27, 2022},
pages = {1694--1707},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-acl.134},
doi = {10.18653/V1/2022.FINDINGS-ACL.134},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/XuZZLHCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YinSHC22,
author = {Fan Yin and
Zhouxing Shi and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {On the Sensitivity and Stability of Model Interpretations in {NLP}},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {2631--2647},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.188},
doi = {10.18653/V1/2022.ACL-LONG.188},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YinSHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangZWZCH22,
author = {Cenyuan Zhang and
Xiang Zhou and
Yixin Wan and
Xiaoqing Zheng and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Improving the Adversarial Robustness of {NLP} Models by Information
Bottleneck},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022,
Dublin, Ireland, May 22-27, 2022},
pages = {3588--3598},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-acl.284},
doi = {10.18653/V1/2022.FINDINGS-ACL.284},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangZWZCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0002HS22,
author = {Qin Ding and
Cho{-}Jui Hsieh and
James Sharpnack},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {7111--7123},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/ding22c.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0002HS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ShaoSYCH22,
author = {Rulin Shao and
Zhouxing Shi and
Jinfeng Yi and
Pin{-}Yu Chen and
Cho{-}Jui Hsieh},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Robust Text CAPTCHAs Using Adversarial Examples},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1495--1504},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10021100},
doi = {10.1109/BIGDATA55660.2022.10021100},
timestamp = {Fri, 18 Aug 2023 17:39:03 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ShaoSYCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuMCHY22,
author = {Yong Liu and
Siqi Mai and
Xiangning Chen and
Cho{-}Jui Hsieh and
Yang You},
title = {Towards Efficient and Scalable Sharpness-Aware Minimization},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {12350--12360},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01204},
doi = {10.1109/CVPR52688.2022.01204},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LiuMCHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/XiongH22,
author = {Yuanhao Xiong and
Cho{-}Jui Hsieh},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Learning to Learn with Smooth Regularization},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXIII}},
series = {Lecture Notes in Computer Science},
volume = {13683},
pages = {550--565},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20050-2\_32},
doi = {10.1007/978-3-031-20050-2\_32},
timestamp = {Thu, 03 Nov 2022 13:25:17 +0100},
biburl = {https://dblp.org/rec/conf/eccv/XiongH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YinLHC22,
author = {Fan Yin and
Yao Li and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {{ADDMU:} Detection of Far-Boundary Adversarial Examples with Data
and Model Uncertainty Estimation},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {6567--6584},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.440},
doi = {10.18653/V1/2022.EMNLP-MAIN.440},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YinLHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/XuLZZCHH22,
author = {Jianhan Xu and
Linyang Li and
Jiping Zhang and
Xiaoqing Zheng and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Xuanjing Huang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Weight Perturbation as Defense against Adversarial Word Substitutions},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {7054--7063},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.523},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.523},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/XuLZZCHH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenHG22,
author = {Xiangning Chen and
Cho{-}Jui Hsieh and
Boqing Gong},
title = {When Vision Transformers Outperform ResNets without Pre-training or
Strong Data Augmentations},
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=LtKcMgGOeLt},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenHG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChienCHYZMD22,
author = {Eli Chien and
Wei{-}Cheng Chang and
Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
Jiong Zhang and
Olgica Milenkovic and
Inderjit S. Dhillon},
title = {Node Feature Extraction by Self-Supervised Multi-scale Neighborhood
Prediction},
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=KJggliHbs8},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ChienCHYZMD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuWHLHF22,
author = {Shoukang Hu and
Ruochen Wang and
Lanqing Hong and
Zhenguo Li and
Cho{-}Jui Hsieh and
Jiashi Feng},
title = {Generalizing Few-Shot {NAS} with Gradient Matching},
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=\_jMtny3sMKU},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuWHLHF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuCCHY22,
author = {Yong Liu and
Xiangning Chen and
Minhao Cheng and
Cho{-}Jui Hsieh and
Yang You},
title = {Concurrent Adversarial Learning for Large-Batch Training},
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=rw1mZl\_ss3L},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/LiuCCHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangSGH22,
author = {Yihan Wang and
Zhouxing Shi and
Quanquan Gu and
Cho{-}Jui Hsieh},
title = {On the Convergence of Certified Robust Training with Interval Bound
Propagation},
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=YeShU5mLfLt},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangSGH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XiongLCWH22,
author = {Yuanhao Xiong and
Li{-}Cheng Lan and
Xiangning Chen and
Ruochen Wang and
Cho{-}Jui Hsieh},
title = {Learning to Schedule Learning rate with Graph Neural Networks},
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=k7efTb0un9z},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XiongLCWH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhang0XWJHK22,
author = {Huan Zhang and
Shiqi Wang and
Kaidi Xu and
Yihan Wang and
Suman Jana and
Cho{-}Jui Hsieh and
J. Zico Kolter},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU
Networks},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {26591--26604},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhang22ae.html},
timestamp = {Thu, 04 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Zhang0XWJHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ChoiZKHL22,
author = {Jun{-}Ho Choi and
Huan Zhang and
Jun{-}Hyuk Kim and
Cho{-}Jui Hsieh and
Jong{-}Seok Lee},
title = {Deep Image Destruction: Vulnerability of Deep Image-to-Image Models
against Adversarial Attacks},
booktitle = {26th International Conference on Pattern Recognition, {ICPR} 2022,
Montreal, QC, Canada, August 21-25, 2022},
pages = {1287--1293},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICPR56361.2022.9956577},
doi = {10.1109/ICPR56361.2022.9956577},
timestamp = {Fri, 23 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/ChoiZKHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChengLCDH22,
author = {Minhao Cheng and
Qi Lei and
Pin{-}Yu Chen and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
editor = {Luc De Raedt},
title = {{CAT:} Customized Adversarial Training for Improved Robustness},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {673--679},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/95},
doi = {10.24963/IJCAI.2022/95},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChengLCDH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuZCJLH22,
author = {Hsiang{-}Fu Yu and
Jiong Zhang and
Wei{-}Cheng Chang and
Jyun{-}Yu Jiang and
Wei Li and
Cho{-}Jui Hsieh},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {{PECOS:} Prediction for Enormous and Correlated Output Spaces},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4848--4849},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542629},
doi = {10.1145/3534678.3542629},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuZCJLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenHLL22,
author = {Pin{-}Yu Chen and
Cho{-}Jui Hsieh and
Bo Li and
Sijia Liu},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {The Fourth Workshop on Adversarial Learning Methods for Machine Learning
and Data Mining (AdvML 2022)},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4858--4859},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542897},
doi = {10.1145/3534678.3542897},
timestamp = {Fri, 14 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChenHLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/XiongCHYD22,
author = {Yuanhao Xiong and
Wei{-}Cheng Chang and
Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Extreme Zero-Shot Learning for Extreme Text Classification},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {5455--5468},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.399},
doi = {10.18653/V1/2022.NAACL-MAIN.399},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/XiongCHYD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0002KLLHS22,
author = {Qin Ding and
Yue Kang and
Yi{-}Wei Liu and
Thomas Chun Man Lee and
Cho{-}Jui Hsieh and
James Sharpnack},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Syndicated Bandits: {A} Framework for Auto Tuning Hyper-parameters
in Contextual Bandit Algorithms},
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},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/082e82cae0232f45f27fdd2612c31f8a-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0002KLLHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CuiWSH22,
author = {Justin Cui and
Ruochen Wang and
Si Si and
Cho{-}Jui Hsieh},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{DC-BENCH:} Dataset Condensation Benchmark},
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},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/052e22cfdd344c79634f7ec76fa03e22-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CuiWSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuptaCYHD22,
author = {Nilesh Gupta and
Patrick H. Chen and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{ELIAS:} End-to-End Learning to Index and Search in Large Output Spaces},
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},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7d4f98f916494121aca3da02e36a4d18-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GuptaCYHD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KangHL22,
author = {Yue Kang and
Cho{-}Jui Hsieh and
Thomas Chun Man Lee},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems},
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},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7e0dc9ccba0f1333be13a3f9dc2b3138-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KangHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Lan0W0WH22,
author = {Li{-}Cheng Lan and
Huan Zhang and
Ti{-}Rong Wu and
Meng{-}Yu Tsai and
I{-}Chen Wu and
Cho{-}Jui Hsieh},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Are AlphaZero-like Agents Robust to Adversarial Perturbations?},
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},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/48adb34f7ee39177c4c23a8e4253a492-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Lan0W0WH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuMCCHY22,
author = {Yong Liu and
Siqi Mai and
Minhao Cheng and
Xiangning Chen and
Cho{-}Jui Hsieh and
Yang You},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Random Sharpness-Aware Minimization},
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},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/9b79416c0dc4b09feaa169ed5cdd63d4-Abstract-Conference.html},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuMCCHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShiW0KH22,
author = {Zhouxing Shi and
Yihan Wang and
Huan Zhang and
J. Zico Kolter and
Cho{-}Jui Hsieh},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Efficiently Computing Local Lipschitz Constants of Neural Networks
via Bound Propagation},
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},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/0ff54b4ec4f70b3ae12c8621ca8a49f4-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShiW0KH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangXCH22,
author = {Ruochen Wang and
Yuanhao Xiong and
Minhao Cheng and
Cho{-}Jui Hsieh},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Efficient Non-Parametric Optimizer Search for Diverse Tasks},
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},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c513d1786f85531fac7050947736265f-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangXCH22.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},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
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},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/0b06c8673ebb453e5e468f7743d8f54e-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangWXLLJHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/JiangCZHY22,
author = {Jyun{-}Yu Jiang and
Wei{-}Cheng Chang and
Jiong Zhang and
Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Relevance under the Iceberg: Reasonable Prediction for Extreme Multi-label
Classification},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {1870--1874},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531767},
doi = {10.1145/3477495.3531767},
timestamp = {Sat, 09 Jul 2022 09:25:34 +0200},
biburl = {https://dblp.org/rec/conf/sigir/JiangCZHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-02714,
author = {Yong Liu and
Siqi Mai and
Xiangning Chen and
Cho{-}Jui Hsieh and
Yang You},
title = {Towards Efficient and Scalable Sharpness-Aware Minimization},
journal = {CoRR},
volume = {abs/2203.02714},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.02714},
doi = {10.48550/ARXIV.2203.02714},
eprinttype = {arXiv},
eprint = {2203.02714},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-02714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08961,
author = {Yihan Wang and
Zhouxing Shi and
Quanquan Gu and
Cho{-}Jui Hsieh},
title = {On the Convergence of Certified Robust Training with Interval Bound
Propagation},
journal = {CoRR},
volume = {abs/2203.08961},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08961},
doi = {10.48550/ARXIV.2203.08961},
eprinttype = {arXiv},
eprint = {2203.08961},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08961.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15207,
author = {Shoukang Hu and
Ruochen Wang and
Lanqing Hong and
Zhenguo Li and
Cho{-}Jui Hsieh and
Jiashi Feng},
title = {Generalizing Few-Shot {NAS} with Gradient Matching},
journal = {CoRR},
volume = {abs/2203.15207},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.15207},
doi = {10.48550/ARXIV.2203.15207},
eprinttype = {arXiv},
eprint = {2203.15207},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-15207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05511,
author = {Cenyuan Zhang and
Xiang Zhou and
Yixin Wan and
Xiaoqing Zheng and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
title = {Improving the Adversarial Robustness of {NLP} Models by Information
Bottleneck},
journal = {CoRR},
volume = {abs/2206.05511},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05511},
doi = {10.48550/ARXIV.2206.05511},
eprinttype = {arXiv},
eprint = {2206.05511},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11408,
author = {Patrick H. Chen and
Wei{-}Cheng Chang and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {{FINGER:} Fast Inference for Graph-based Approximate Nearest Neighbor
Search},
journal = {CoRR},
volume = {abs/2206.11408},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11408},
doi = {10.48550/ARXIV.2206.11408},
eprinttype = {arXiv},
eprint = {2206.11408},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-09639,
author = {Justin Cui and
Ruochen Wang and
Si Si and
Cho{-}Jui Hsieh},
title = {{DC-BENCH:} Dataset Condensation Benchmark},
journal = {CoRR},
volume = {abs/2207.09639},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.09639},
doi = {10.48550/ARXIV.2207.09639},
eprinttype = {arXiv},
eprint = {2207.09639},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-09639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-09653,
author = {Yuanhao Xiong and
Ruochen Wang and
Minhao Cheng and
Felix Yu and
Cho{-}Jui Hsieh},
title = {FedDM: Iterative Distribution Matching for Communication-Efficient
Federated Learning},
journal = {CoRR},
volume = {abs/2207.09653},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.09653},
doi = {10.48550/ARXIV.2207.09653},
eprinttype = {arXiv},
eprint = {2207.09653},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-09653.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 = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-14966,
author = {Andrew Bai and
Chih{-}Kuan Yeh and
Pradeep Ravikumar and
Neil Y. C. Lin and
Cho{-}Jui Hsieh},
title = {Concept Gradient: Concept-based Interpretation Without Linear Assumption},
journal = {CoRR},
volume = {abs/2208.14966},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.14966},
doi = {10.48550/ARXIV.2208.14966},
eprinttype = {arXiv},
eprint = {2208.14966},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-14966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13575,
author = {Ruochen Wang and
Yuanhao Xiong and
Minhao Cheng and
Cho{-}Jui Hsieh},
title = {Efficient Non-Parametric Optimizer Search for Diverse Tasks},
journal = {CoRR},
volume = {abs/2209.13575},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13575},
doi = {10.48550/ARXIV.2209.13575},
eprinttype = {arXiv},
eprint = {2209.13575},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13575.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07394,
author = {Zhouxing Shi and
Yihan Wang and
Huan Zhang and
J. Zico Kolter and
Cho{-}Jui Hsieh},
title = {Efficiently Computing Local Lipschitz Constants of Neural Networks
via Bound Propagation},
journal = {CoRR},
volume = {abs/2210.07394},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07394},
doi = {10.48550/ARXIV.2210.07394},
eprinttype = {arXiv},
eprint = {2210.07394},
timestamp = {Fri, 23 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07543,
author = {Chenxi Gu and
Chengsong Huang and
Xiaoqing Zheng and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
title = {Watermarking Pre-trained Language Models with Backdooring},
journal = {CoRR},
volume = {abs/2210.07543},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07543},
doi = {10.48550/ARXIV.2210.07543},
eprinttype = {arXiv},
eprint = {2210.07543},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08410,
author = {Nilesh Gupta and
Patrick H. Chen and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
title = {End-to-End Learning to Index and Search in Large Output Spaces},
journal = {CoRR},
volume = {abs/2210.08410},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08410},
doi = {10.48550/ARXIV.2210.08410},
eprinttype = {arXiv},
eprint = {2210.08410},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-10160,
author = {Jyun{-}Yu Jiang and
Wei{-}Cheng Chang and
Jiong Zhang and
Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu},
title = {Uncertainty in Extreme Multi-label Classification},
journal = {CoRR},
volume = {abs/2210.10160},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.10160},
doi = {10.48550/ARXIV.2210.10160},
eprinttype = {arXiv},
eprint = {2210.10160},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-10160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12231,
author = {Andrew Bai and
Cho{-}Jui Hsieh and
Wendy Chi{-}wen Kan and
Hsuan{-}Tien Lin},
title = {Reducing Training Sample Memorization in GANs by Training with Memorization
Rejection},
journal = {CoRR},
volume = {abs/2210.12231},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12231},
doi = {10.48550/ARXIV.2210.12231},
eprinttype = {arXiv},
eprint = {2210.12231},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12396,
author = {Fan Yin and
Yao Li and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
title = {{ADDMU:} Detection of Far-Boundary Adversarial Examples with Data
and Model Uncertainty Estimation},
journal = {CoRR},
volume = {abs/2210.12396},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12396},
doi = {10.48550/ARXIV.2210.12396},
eprinttype = {arXiv},
eprint = {2210.12396},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00635,
author = {Yihan Wang and
Si Si and
Daliang Li and
Michal Lukasik and
Felix X. Yu and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon and
Sanjiv Kumar},
title = {Preserving In-Context Learning ability in Large Language Model Fine-tuning},
journal = {CoRR},
volume = {abs/2211.00635},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00635},
doi = {10.48550/ARXIV.2211.00635},
eprinttype = {arXiv},
eprint = {2211.00635},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00635.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-02468,
author = {Anaelia Ovalle and
Evan Czyzycki and
Cho{-}Jui Hsieh},
title = {Improving Adversarial Robustness to Sensitivity and Invariance Attacks
with Deep Metric Learning},
journal = {CoRR},
volume = {abs/2211.02468},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.02468},
doi = {10.48550/ARXIV.2211.02468},
eprinttype = {arXiv},
eprint = {2211.02468},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-02468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-03769,
author = {Li{-}Cheng Lan and
Huan Zhang and
Ti{-}Rong Wu and
Meng{-}Yu Tsai and
I{-}Chen Wu and
Cho{-}Jui Hsieh},
title = {Are AlphaZero-like Agents Robust to Adversarial Perturbations?},
journal = {CoRR},
volume = {abs/2211.03769},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.03769},
doi = {10.48550/ARXIV.2211.03769},
eprinttype = {arXiv},
eprint = {2211.03769},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-03769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10586,
author = {Justin Cui and
Ruochen Wang and
Si Si and
Cho{-}Jui Hsieh},
title = {Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory},
journal = {CoRR},
volume = {abs/2211.10586},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10586},
doi = {10.48550/ARXIV.2211.10586},
eprinttype = {arXiv},
eprint = {2211.10586},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ccfthpc/YouHHVD21,
author = {Yang You and
Jingyue Huang and
Cho{-}Jui Hsieh and
Richard W. Vuduc and
James Demmel},
title = {Communication-avoiding kernel ridge regression on parallel and distributed
systems},
journal = {{CCF} Trans. High Perform. Comput.},
volume = {3},
number = {3},
pages = {252--270},
year = {2021},
url = {https://doi.org/10.1007/s42514-021-00078-5},
doi = {10.1007/S42514-021-00078-5},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ccfthpc/YouHHVD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LanWWH21,
author = {Li{-}Cheng Lan and
Ti{-}Rong Wu and
I{-}Chen Wu and
Cho{-}Jui Hsieh},
title = {Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search},
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 = {259--267},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i1.16100},
doi = {10.1609/AAAI.V35I1.16100},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LanWWH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChengC0CHD21,
author = {Minhao Cheng and
Pin{-}Yu Chen and
Sijia Liu and
Shiyu Chang and
Cho{-}Jui Hsieh and
Payel Das},
title = {Self-Progressing Robust Training},
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 = {7107--7115},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i8.16874},
doi = {10.1609/AAAI.V35I8.16874},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChengC0CHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuRL0H21,
author = {Benlin Liu and
Yongming Rao and
Jiwen Lu and
Jie Zhou and
Cho{-}Jui Hsieh},
title = {Multi-Proxy Wasserstein Classifier for Image Classification},
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 = {8618--8626},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i10.17045},
doi = {10.1609/AAAI.V35I10.17045},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuRL0H21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhouZHCH20,
author = {Yi Zhou and
Xiaoqing Zheng and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Xuanjing Huang},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Defense against Synonym Substitution-based Adversarial Attacks via
Dirichlet Neighborhood Ensemble},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {5482--5492},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.426},
doi = {10.18653/V1/2021.ACL-LONG.426},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhouZHCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0002HS21,
author = {Qin Ding and
Cho{-}Jui Hsieh and
James Sharpnack},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {An Efficient Algorithm For Generalized Linear Bandit: Online Stochastic
Gradient Descent and Thompson Sampling},
booktitle = {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},
pages = {1585--1593},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/ding21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0002HS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChenXTZHG21,
author = {Xiangning Chen and
Cihang Xie and
Mingxing Tan and
Li Zhang and
Cho{-}Jui Hsieh and
Boqing Gong},
title = {Robust and Accurate Object Detection via Adversarial Learning},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {16622--16631},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Chen\_Robust\_and\_Accurate\_Object\_Detection\_via\_Adversarial\_Learning\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.01635},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ChenXTZHG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YuanZZHC21,
author = {Liping Yuan and
Xiaoqing Zheng and
Yi Zhou and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {On the Transferability of Adversarial Attacks against Neural Text
Classifier},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {1612--1625},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.121},
doi = {10.18653/V1/2021.EMNLP-MAIN.121},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/YuanZZHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiXZLZZCH21,
author = {Zongyi Li and
Jianhan Xu and
Jiehang Zeng and
Linyang Li and
Xiaoqing Zheng and
Qi Zhang and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Searching for an Effective Defender: Benchmarking Defense against
Adversarial Word Substitution},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {3137--3147},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.251},
doi = {10.18653/V1/2021.EMNLP-MAIN.251},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiXZLZZCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/RaoLWLH021,
author = {Yongming Rao and
Benlin Liu and
Yi Wei and
Jiwen Lu and
Cho{-}Jui Hsieh and
Jie Zhou},
title = {RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized
Layouts for 3D Object Detection},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {3263--3272},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00327},
doi = {10.1109/ICCV48922.2021.00327},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/RaoLWLH021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LiMLYKWH21,
author = {Yao Li and
Martin Renqiang Min and
Thomas C. M. Lee and
Wenchao Yu and
Erik Kruus and
Wei Wang and
Cho{-}Jui Hsieh},
title = {Towards Robustness of Deep Neural Networks via Regularization},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {7476--7485},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00740},
doi = {10.1109/ICCV48922.2021.00740},
timestamp = {Fri, 11 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LiMLYKWH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/WangCCTH21,
author = {Ruochen Wang and
Xiangning Chen and
Minhao Cheng and
Xiaocheng Tang and
Cho{-}Jui Hsieh},
title = {{RANK-NOSH:} Efficient Predictor-Based Architecture Search via Non-Uniform
Successive Halving},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {10357--10366},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01021},
doi = {10.1109/ICCV48922.2021.01021},
timestamp = {Fri, 11 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/WangCCTH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenWCTH21,
author = {Xiangning Chen and
Ruochen Wang and
Minhao Cheng and
Xiaocheng Tang and
Cho{-}Jui Hsieh},
title = {DrNAS: Dirichlet Neural Architecture Search},
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=9FWas6YbmB3},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenWCTH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HsiehYLRKKH21,
author = {Cheng{-}Yu Hsieh and
Chih{-}Kuan Yeh and
Xuanqing Liu and
Pradeep Kumar Ravikumar and
Seungyeon Kim and
Sanjiv Kumar and
Cho{-}Jui Hsieh},
title = {Evaluations and Methods for Explanation through Robustness Analysis},
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=4dXmpCDGNp7},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HsiehYLRKKH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangCCTH21,
author = {Ruochen Wang and
Minhao Cheng and
Xiangning Chen and
Xiaocheng Tang and
Cho{-}Jui Hsieh},
title = {Rethinking Architecture Selection in Differentiable {NAS}},
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=PKubaeJkw3},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangCCTH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XuZ0WJLH21,
author = {Kaidi Xu and
Huan Zhang and
Shiqi Wang and
Yihan Wang and
Suman Jana and
Xue Lin and
Cho{-}Jui Hsieh},
title = {Fast and Complete: Enabling Complete Neural Network Verification with
Rapid and Massively Parallel Incomplete Verifiers},
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=nVZtXBI6LNn},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XuZ0WJLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangCBH21,
author = {Huan Zhang and
Hongge Chen and
Duane S. Boning and
Cho{-}Jui Hsieh},
title = {Robust Reinforcement Learning on State Observations with Learned Optimal
Adversary},
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=sCZbhBvqQaU},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangCBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Chen0HD21,
author = {Pei{-}Hung Chen and
Wei Wei and
Cho{-}Jui Hsieh and
Bo Dai},
editor = {Marina Meila and
Tong Zhang},
title = {Overcoming Catastrophic Forgetting by Bayesian Generative Regularization},
booktitle = {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},
pages = {1760--1770},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21v.html},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Chen0HD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenHLL21,
author = {Pin{-}Yu Chen and
Cho{-}Jui Hsieh and
Bo Li and
Sijia Liu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Third Workshop on Adversarial Learning Methods for Machine Learning
and Data Mining (AdvML 2021)},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4112--4113},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469455},
doi = {10.1145/3447548.3469455},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChenHLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DevSDH21,
author = {Sunipa Dev and
Mehrnoosh Sameki and
Jwala Dhamala and
Cho{-}Jui Hsieh},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Measures and Best Practices for Responsible {AI}},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4118},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469458},
doi = {10.1145/3447548.3469458},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DevSDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhangZZCH21,
author = {Chong Zhang and
Jieyu Zhao and
Huan Zhang and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Double Perturbation: On the Robustness of Robustness and Counterfactual
Bias Evaluation},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {3899--3916},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.305},
doi = {10.18653/V1/2021.NAACL-MAIN.305},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ZhangZZCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RaoZLLZH21,
author = {Yongming Rao and
Wenliang Zhao and
Benlin Liu and
Jiwen Lu and
Jie Zhou and
Cho{-}Jui Hsieh},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {13937--13949},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/747d3443e319a22747fbb873e8b2f9f2-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RaoZLLZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuCYHD21,
author = {Xuanqing Liu and
Wei{-}Cheng Chang and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Label Disentanglement in Partition-based Extreme Multilabel Classification},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {15359--15369},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/81c8727c62e800be708dbf37c4695dff-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuCYHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiSLHB21,
author = {Yang Li and
Si Si and
Gang Li and
Cho{-}Jui Hsieh and
Samy Bengio},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Learnable Fourier Features for Multi-dimensional Spatial Positional
Encoding},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {15816--15829},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/84c2d4860a0fc27bcf854c444fb8b400-Abstract.html},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiSLHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShiWZYH21,
author = {Zhouxing Shi and
Yihan Wang and
Huan Zhang and
Jinfeng Yi and
Cho{-}Jui Hsieh},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Fast Certified Robust Training with Short Warmup},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {18335--18349},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/988f9153ac4fd966ea302dd9ab9bae15-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ShiWZYH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenYDH21,
author = {Patrick H. Chen and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{DRONE:} Data-aware Low-rank Compression for Large {NLP} Models},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {29321--29334},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f56de5ef149cf0aedcc8f4797031e229-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenYDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangZXLJHK21,
author = {Shiqi Wang and
Huan Zhang and
Kaidi Xu and
Xue Lin and
Suman Jana and
Cho{-}Jui Hsieh and
J. Zico Kolter},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints
for Neural Network Robustness Verification},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {29909--29921},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/fac7fead96dafceaf80c1daffeae82a4-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangZXLJHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-02483,
author = {Rulin Shao and
Zhouxing Shi and
Jinfeng Yi and
Pin{-}Yu Chen and
Cho{-}Jui Hsieh},
title = {Robust Text CAPTCHAs Using Adversarial Examples},
journal = {CoRR},
volume = {abs/2101.02483},
year = {2021},
url = {https://arxiv.org/abs/2101.02483},
eprinttype = {arXiv},
eprint = {2101.02483},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-02483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07069,
author = {Seong{-}Eun Moon and
Chun{-}Jui Chen and
Cho{-}Jui Hsieh and
Jane{-}Ling Wang and
Jong{-}Seok Lee},
title = {Emotional {EEG} Classification using Connectivity Features and Convolutional
Neural Networks},
journal = {CoRR},
volume = {abs/2101.07069},
year = {2021},
url = {https://arxiv.org/abs/2101.07069},
eprinttype = {arXiv},
eprint = {2101.07069},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-07069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-08452,
author = {Huan Zhang and
Hongge Chen and
Duane S. Boning and
Cho{-}Jui Hsieh},
title = {Robust Reinforcement Learning on State Observations with Learned Optimal
Adversary},
journal = {CoRR},
volume = {abs/2101.08452},
year = {2021},
url = {https://arxiv.org/abs/2101.08452},
eprinttype = {arXiv},
eprint = {2101.08452},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-08452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-01963,
author = {Hojung Lee and
Cho{-}Jui Hsieh and
Jong{-}Seok Lee},
title = {Local Critic Training for Model-Parallel Learning of Deep Neural Networks},
journal = {CoRR},
volume = {abs/2102.01963},
year = {2021},
url = {https://arxiv.org/abs/2102.01963},
eprinttype = {arXiv},
eprint = {2102.01963},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-01963.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06624,
author = {Shiqi Wang and
Huan Zhang and
Kaidi Xu and
Xue Lin and
Suman Jana and
Cho{-}Jui Hsieh and
J. Zico Kolter},
title = {Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints
for Complete and Incomplete Neural Network Verification},
journal = {CoRR},
volume = {abs/2103.06624},
year = {2021},
url = {https://arxiv.org/abs/2103.06624},
eprinttype = {arXiv},
eprint = {2103.06624},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-06624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-13886,
author = {Xiangning Chen and
Cihang Xie and
Mingxing Tan and
Li Zhang and
Cho{-}Jui Hsieh and
Boqing Gong},
title = {Robust and Accurate Object Detection via Adversarial Learning},
journal = {CoRR},
volume = {abs/2103.13886},
year = {2021},
url = {https://arxiv.org/abs/2103.13886},
eprinttype = {arXiv},
eprint = {2103.13886},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-13886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-15670,
author = {Rulin Shao and
Zhouxing Shi and
Jinfeng Yi and
Pin{-}Yu Chen and
Cho{-}Jui Hsieh},
title = {On the Adversarial Robustness of Visual Transformers},
journal = {CoRR},
volume = {abs/2103.15670},
year = {2021},
url = {https://arxiv.org/abs/2103.15670},
eprinttype = {arXiv},
eprint = {2103.15670},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-15670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-17268,
author = {Zhouxing Shi and
Yihan Wang and
Huan Zhang and
Jinfeng Yi and
Cho{-}Jui Hsieh},
title = {Fast Certified Robust Training via Better Initialization and Shorter
Warmup},
journal = {CoRR},
volume = {abs/2103.17268},
year = {2021},
url = {https://arxiv.org/abs/2103.17268},
eprinttype = {arXiv},
eprint = {2103.17268},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-17268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05232,
author = {Chong Zhang and
Jieyu Zhao and
Huan Zhang and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
title = {Double Perturbation: On the Robustness of Robustness and Counterfactual
Bias Evaluation},
journal = {CoRR},
volume = {abs/2104.05232},
year = {2021},
url = {https://arxiv.org/abs/2104.05232},
eprinttype = {arXiv},
eprint = {2104.05232},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08782,
author = {Fan Yin and
Zhouxing Shi and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
title = {On the Faithfulness Measurements for Model Interpretations},
journal = {CoRR},
volume = {abs/2104.08782},
year = {2021},
url = {https://arxiv.org/abs/2104.08782},
eprinttype = {arXiv},
eprint = {2104.08782},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12727,
author = {Yu{-}Chuan Su and
Soravit Changpinyo and
Xiangning Chen and
Sathish Thoppay and
Cho{-}Jui Hsieh and
Lior Shapira and
Radu Soricut and
Hartwig Adam and
Matthew Brown and
Ming{-}Hsuan Yang and
Boqing Gong},
title = {2.5D Visual Relationship Detection},
journal = {CoRR},
volume = {abs/2104.12727},
year = {2021},
url = {https://arxiv.org/abs/2104.12727},
eprinttype = {arXiv},
eprint = {2104.12727},
timestamp = {Mon, 03 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12727.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-15022,
author = {Jun{-}Ho Choi and
Huan Zhang and
Jun{-}Hyuk Kim and
Cho{-}Jui Hsieh and
Jong{-}Seok Lee},
title = {Deep Image Destruction: {A} Comprehensive Study on Vulnerability of
Deep Image-to-Image Models against Adversarial Attacks},
journal = {CoRR},
volume = {abs/2104.15022},
year = {2021},
url = {https://arxiv.org/abs/2104.15022},
eprinttype = {arXiv},
eprint = {2104.15022},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-15022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-08620,
author = {Yao Li and
Tongyi Tang and
Cho{-}Jui Hsieh and
Thomas C. M. Lee},
title = {Detecting Adversarial Examples with Bayesian Neural Network},
journal = {CoRR},
volume = {abs/2105.08620},
year = {2021},
url = {https://arxiv.org/abs/2105.08620},
eprinttype = {arXiv},
eprint = {2105.08620},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-08620.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-09394,
author = {Seungyeon Kim and
Daniel Glasner and
Srikumar Ramalingam and
Cho{-}Jui Hsieh and
Kishore Papineni and
Sanjiv Kumar},
title = {Balancing Robustness and Sensitivity using Feature Contrastive Learning},
journal = {CoRR},
volume = {abs/2105.09394},
year = {2021},
url = {https://arxiv.org/abs/2105.09394},
eprinttype = {arXiv},
eprint = {2105.09394},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-09394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00221,
author = {Yong Liu and
Xiangning Chen and
Minhao Cheng and
Cho{-}Jui Hsieh and
Yang You},
title = {Concurrent Adversarial Learning for Large-Batch Training},
journal = {CoRR},
volume = {abs/2106.00221},
year = {2021},
url = {https://arxiv.org/abs/2106.00221},
eprinttype = {arXiv},
eprint = {2106.00221},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01548,
author = {Xiangning Chen and
Cho{-}Jui Hsieh and
Boqing Gong},
title = {When Vision Transformers Outperform ResNets without Pretraining or
Strong Data Augmentations},
journal = {CoRR},
volume = {abs/2106.01548},
year = {2021},
url = {https://arxiv.org/abs/2106.01548},
eprinttype = {arXiv},
eprint = {2106.01548},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01548.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02034,
author = {Yongming Rao and
Wenliang Zhao and
Benlin Liu and
Jiwen Lu and
Jie Zhou and
Cho{-}Jui Hsieh},
title = {DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification},
journal = {CoRR},
volume = {abs/2106.02034},
year = {2021},
url = {https://arxiv.org/abs/2106.02034},
eprinttype = {arXiv},
eprint = {2106.02034},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02795,
author = {Yang Li and
Si Si and
Gang Li and
Cho{-}Jui Hsieh and
Samy Bengio},
title = {Learnable Fourier Features for Multi-Dimensional Spatial Positional
Encoding},
journal = {CoRR},
volume = {abs/2106.02795},
year = {2021},
url = {https://arxiv.org/abs/2106.02795},
eprinttype = {arXiv},
eprint = {2106.02795},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02978,
author = {Qin Ding and
Cho{-}Jui Hsieh and
James Sharpnack},
title = {Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks},
journal = {CoRR},
volume = {abs/2106.02978},
year = {2021},
url = {https://arxiv.org/abs/2106.02978},
eprinttype = {arXiv},
eprint = {2106.02978},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02979,
author = {Qin Ding and
Yi{-}Wei Liu and
Cho{-}Jui Hsieh and
James Sharpnack},
title = {Syndicated Bandits: {A} Framework for Auto Tuning Hyper-parameters
in Contextual Bandit Algorithms},
journal = {CoRR},
volume = {abs/2106.02979},
year = {2021},
url = {https://arxiv.org/abs/2106.02979},
eprinttype = {arXiv},
eprint = {2106.02979},
timestamp = {Thu, 26 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02979.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12751,
author = {Xuanqing Liu and
Wei{-}Cheng Chang and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
title = {Label Disentanglement in Partition-based Extreme Multilabel Classification},
journal = {CoRR},
volume = {abs/2106.12751},
year = {2021},
url = {https://arxiv.org/abs/2106.12751},
eprinttype = {arXiv},
eprint = {2106.12751},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-04392,
author = {Ruochen Wang and
Minhao Cheng and
Xiangning Chen and
Xiaocheng Tang and
Cho{-}Jui Hsieh},
title = {Rethinking Architecture Selection in Differentiable {NAS}},
journal = {CoRR},
volume = {abs/2108.04392},
year = {2021},
url = {https://arxiv.org/abs/2108.04392},
eprinttype = {arXiv},
eprint = {2108.04392},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-04392.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-07794,
author = {Yongming Rao and
Benlin Liu and
Yi Wei and
Jiwen Lu and
Cho{-}Jui Hsieh and
Jie Zhou},
title = {RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized
Layouts for 3D Object Detection},
journal = {CoRR},
volume = {abs/2108.07794},
year = {2021},
url = {https://arxiv.org/abs/2108.07794},
eprinttype = {arXiv},
eprint = {2108.07794},
timestamp = {Fri, 20 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-07794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-08019,
author = {Ruochen Wang and
Xiangning Chen and
Minhao Cheng and
Xiaocheng Tang and
Cho{-}Jui Hsieh},
title = {{RANK-NOSH:} Efficient Predictor-Based Architecture Search via Non-Uniform
Successive Halving},
journal = {CoRR},
volume = {abs/2108.08019},
year = {2021},
url = {https://arxiv.org/abs/2108.08019},
eprinttype = {arXiv},
eprint = {2108.08019},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-08019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-12777,
author = {Zongyi Li and
Jianhan Xu and
Jiehang Zeng and
Linyang Li and
Xiaoqing Zheng and
Qi Zhang and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh},
title = {Searching for an Effective Defender: Benchmarking Defense against
Adversarial Word Substitution},
journal = {CoRR},
volume = {abs/2108.12777},
year = {2021},
url = {https://arxiv.org/abs/2108.12777},
eprinttype = {arXiv},
eprint = {2108.12777},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-12777.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-01983,
author = {Yunxiao Qin and
Yuanhao Xiong and
Jinfeng Yi and
Cho{-}Jui Hsieh},
title = {Training Meta-Surrogate Model for Transferable Adversarial Attack},
journal = {CoRR},
volume = {abs/2109.01983},
year = {2021},
url = {https://arxiv.org/abs/2109.01983},
eprinttype = {arXiv},
eprint = {2109.01983},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-01983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07718,
author = {Yunxiao Qin and
Yuanhao Xiong and
Jinfeng Yi and
Cho{-}Jui Hsieh},
title = {Adversarial Attack across Datasets},
journal = {CoRR},
volume = {abs/2110.07718},
year = {2021},
url = {https://arxiv.org/abs/2110.07718},
eprinttype = {arXiv},
eprint = {2110.07718},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07718.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12072,
author = {Rulin Shao and
Jinfeng Yi and
Pin{-}Yu Chen and
Cho{-}Jui Hsieh},
title = {How and When Adversarial Robustness Transfers in Knowledge Distillation?},
journal = {CoRR},
volume = {abs/2110.12072},
year = {2021},
url = {https://arxiv.org/abs/2110.12072},
eprinttype = {arXiv},
eprint = {2110.12072},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-00064,
author = {Eli Chien and
Wei{-}Cheng Chang and
Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
Jiong Zhang and
Olgica Milenkovic and
Inderjit S. Dhillon},
title = {Node Feature Extraction by Self-Supervised Multi-scale Neighborhood
Prediction},
journal = {CoRR},
volume = {abs/2111.00064},
year = {2021},
url = {https://arxiv.org/abs/2111.00064},
eprinttype = {arXiv},
eprint = {2111.00064},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-00064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01353,
author = {Shanda Li and
Xiangning Chen and
Di He and
Cho{-}Jui Hsieh},
title = {Can Vision Transformers Perform Convolution?},
journal = {CoRR},
volume = {abs/2111.01353},
year = {2021},
url = {https://arxiv.org/abs/2111.01353},
eprinttype = {arXiv},
eprint = {2111.01353},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-09961,
author = {Yao Li and
Minhao Cheng and
Cho{-}Jui Hsieh and
Thomas C. M. Lee},
title = {A Review of Adversarial Attack and Defense for Classification Methods},
journal = {CoRR},
volume = {abs/2111.09961},
year = {2021},
url = {https://arxiv.org/abs/2111.09961},
eprinttype = {arXiv},
eprint = {2111.09961},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-09961.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07921,
author = {Jaehui Hwang and
Huan Zhang and
Jun{-}Ho Choi and
Cho{-}Jui Hsieh and
Jong{-}Seok Lee},
title = {Temporal Shuffling for Defending Deep Action Recognition Models against
Adversarial Attacks},
journal = {CoRR},
volume = {abs/2112.07921},
year = {2021},
url = {https://arxiv.org/abs/2112.07921},
eprinttype = {arXiv},
eprint = {2112.07921},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-08652,
author = {Yuanhao Xiong and
Wei{-}Cheng Chang and
Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon},
title = {Extreme Zero-Shot Learning for Extreme Text Classification},
journal = {CoRR},
volume = {abs/2112.08652},
year = {2021},
url = {https://arxiv.org/abs/2112.08652},
eprinttype = {arXiv},
eprint = {2112.08652},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-08652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YangCHWJ20,
author = {Puyudi Yang and
Jianbo Chen and
Cho{-}Jui Hsieh and
Jane{-}Ling Wang and
Michael I. Jordan},
title = {Greedy Attack and Gumbel Attack: Generating Adversarial Examples for
Discrete Data},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {43:1--43:36},
year = {2020},
url = {http://jmlr.org/papers/v21/19-569.html},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YangCHWJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/YouHRWHKD20,
author = {Yang You and
Yuxiong He and
Samyam Rajbhandari and
Wenhan Wang and
Cho{-}Jui Hsieh and
Kurt Keutzer and
James Demmel},
title = {Fast {LSTM} by dynamic decomposition on cloud and distributed systems},
journal = {Knowl. Inf. Syst.},
volume = {62},
number = {11},
pages = {4169--4197},
year = {2020},
url = {https://doi.org/10.1007/s10115-020-01487-8},
doi = {10.1007/S10115-020-01487-8},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/YouHRWHKD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangZYHJ20,
author = {Lu Wang and
Huan Zhang and
Jinfeng Yi and
Cho{-}Jui Hsieh and
Yuan Jiang},
title = {Spanning attack: reinforce black-box attacks with unlabeled data},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2349--2368},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05916-1},
doi = {10.1007/S10994-020-05916-1},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WangZYHJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/MoonCHWL20,
author = {Seong{-}Eun Moon and
Chun{-}Jui Chen and
Cho{-}Jui Hsieh and
Jane{-}Ling Wang and
Jong{-}Seok Lee},
title = {Emotional {EEG} classification using connectivity features and convolutional
neural networks},
journal = {Neural Networks},
volume = {132},
pages = {96--107},
year = {2020},
url = {https://doi.org/10.1016/j.neunet.2020.08.009},
doi = {10.1016/J.NEUNET.2020.08.009},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/MoonCHWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChengYCZH20,
author = {Minhao Cheng and
Jinfeng Yi and
Pin{-}Yu Chen and
Huan Zhang and
Cho{-}Jui Hsieh},
title = {Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models
with Adversarial Examples},
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 = {3601--3608},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5767},
doi = {10.1609/AAAI.V34I04.5767},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChengYCZH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YangCHWJ20,
author = {Puyudi Yang and
Jianbo Chen and
Cho{-}Jui Hsieh and
Jane{-}Ling Wang and
Michael I. Jordan},
title = {{ML-LOO:} Detecting Adversarial Examples with Feature Attribution},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {6639--6647},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6140},
doi = {10.1609/AAAI.V34I04.6140},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YangCHWJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/Choi0KHL20,
author = {Jun{-}Ho Choi and
Huan Zhang and
Jun{-}Hyuk Kim and
Cho{-}Jui Hsieh and
Jong{-}Seok Lee},
editor = {Hiroshi Ishikawa and
Cheng{-}Lin Liu and
Tom{\'{a}}s Pajdla and
Jianbo Shi},
title = {Adversarially Robust Deep Image Super-Resolution Using Entropy Regularization},
booktitle = {Computer Vision - {ACCV} 2020 - 15th Asian Conference on Computer
Vision, Kyoto, Japan, November 30 - December 4, 2020, Revised Selected
Papers, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12625},
pages = {301--317},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-69538-5\_19},
doi = {10.1007/978-3-030-69538-5\_19},
timestamp = {Tue, 02 Mar 2021 08:39:09 +0100},
biburl = {https://dblp.org/rec/conf/accv/Choi0KHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiYYHC20,
author = {Liunian Harold Li and
Mark Yatskar and
Da Yin and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {What Does {BERT} with Vision Look At?},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {5265--5275},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.469},
doi = {10.18653/V1/2020.ACL-MAIN.469},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiYYHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhengZZHCH20,
author = {Xiaoqing Zheng and
Jiehang Zeng and
Yi Zhou and
Cho{-}Jui Hsieh and
Minhao Cheng and
Xuanjing Huang},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Evaluating and Enhancing the Robustness of Neural Network-based Dependency
Parsing Models with Adversarial Examples},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {6600--6610},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.590},
doi = {10.18653/V1/2020.ACL-MAIN.590},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhengZZHCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WuYRSH20,
author = {Liwei Wu and
Hsiang{-}Fu Yu and
Nikhil Rao and
James Sharpnack and
Cho{-}Jui Hsieh},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Graph {DNA:} Deep Neighborhood Aware Graph Encoding for Collaborative
Filtering},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {776--787},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/wu20a.html},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WuYRSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuXSCKH20,
author = {Xuanqing Liu and
Tesi Xiao and
Si Si and
Qin Cao and
Sanjiv Kumar and
Cho{-}Jui Hsieh},
title = {How Does Noise Help Robustness? Explanation and Exploration under
the Neural {SDE} Framework},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {279--287},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Liu\_How\_Does\_Noise\_Help\_Robustness\_Explanation\_and\_Exploration\_under\_the\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00036},
timestamp = {Tue, 31 Aug 2021 14:00:04 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiuXSCKH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/XiongH20,
author = {Yuanhao Xiong and
Cho{-}Jui Hsieh},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {Improved Adversarial Training via Learned Optimizer},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {12353},
pages = {85--100},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58598-3\_6},
doi = {10.1007/978-3-030-58598-3\_6},
timestamp = {Tue, 10 Nov 2020 13:42:59 +0100},
biburl = {https://dblp.org/rec/conf/eccv/XiongH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LiuRL0H20,
author = {Benlin Liu and
Yongming Rao and
Jiwen Lu and
Jie Zhou and
Cho{-}Jui Hsieh},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {XIV}},
series = {Lecture Notes in Computer Science},
volume = {12359},
pages = {694--709},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58568-6\_41},
doi = {10.1007/978-3-030-58568-6\_41},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LiuRL0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChengSCC0H20,
author = {Minhao Cheng and
Simranjit Singh and
Patrick H. Chen and
Pin{-}Yu Chen and
Sijia Liu and
Cho{-}Jui Hsieh},
title = {Sign-OPT: {A} Query-Efficient Hard-label Adversarial Attack},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SklTQCNtvS},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ChengSCC0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RuanXRKH20,
author = {Yangjun Ruan and
Yuanhao Xiong and
Sashank J. Reddi and
Sanjiv Kumar and
Cho{-}Jui Hsieh},
title = {Learning to Learn by Zeroth-Order Oracle},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=ryxz8CVYDH},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RuanXRKH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShiZCHH20,
author = {Zhouxing Shi and
Huan Zhang and
Kai{-}Wei Chang and
Minlie Huang and
Cho{-}Jui Hsieh},
title = {Robustness Verification for Transformers},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=BJxwPJHFwS},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShiZCHH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YouLRHKBSDKH20,
author = {Yang You and
Jing Li and
Sashank J. Reddi and
Jonathan Hseu and
Sanjiv Kumar and
Srinadh Bhojanapalli and
Xiaodan Song and
James Demmel and
Kurt Keutzer and
Cho{-}Jui Hsieh},
title = {Large Batch Optimization for Deep Learning: Training {BERT} in 76
minutes},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=Syx4wnEtvH},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/YouLRHKBSDKH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhaiDHZGRH020,
author = {Runtian Zhai and
Chen Dan and
Di He and
Huan Zhang and
Boqing Gong and
Pradeep Ravikumar and
Cho{-}Jui Hsieh and
Liwei Wang},
title = {{MACER:} Attack-free and Scalable Robust Training via Maximizing Certified
Radius},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=rJx1Na4Fwr},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhaiDHZGRH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangCXGSLBH20,
author = {Huan Zhang and
Hongge Chen and
Chaowei Xiao and
Sven Gowal and
Robert Stanforth and
Bo Li and
Duane S. Boning and
Cho{-}Jui Hsieh},
title = {Towards Stable and Efficient Training of Verifiably Robust Neural
Networks},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=Skxuk1rFwB},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhangCXGSLBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenH20,
author = {Xiangning Chen and
Cho{-}Jui Hsieh},
title = {Stabilizing Differentiable Architecture Search via Perturbation-based
Regularization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1554--1565},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuYDH20,
author = {Xuanqing Liu and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {Learning to Encode Position for Transformer with Continuous Dynamical
Model},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6327--6335},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liu20n.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuYDH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangZCBH20,
author = {Yihan Wang and
Huan Zhang and
Hongge Chen and
Duane S. Boning and
Cho{-}Jui Hsieh},
title = {On Lp-norm Robustness of Ensemble Decision Stumps and Trees},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10104--10114},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20aa.html},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangZCBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001CX0LBH20,
author = {Huan Zhang and
Hongge Chen and
Chaowei Xiao and
Bo Li and
Mingyan Liu and
Duane S. Boning and
Cho{-}Jui Hsieh},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Robust Deep Reinforcement Learning against Adversarial Perturbations
on State Observations},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/f0eb6568ea114ba6e293f903c34d7488-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001CX0LBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenS0CKBH20,
author = {Hongge Chen and
Si Si and
Yang Li and
Ciprian Chelba and
Sanjiv Kumar and
Duane S. Boning and
Cho{-}Jui Hsieh},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Multi-Stage Influence Function},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/95e62984b87e90645a5cf77037395959-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenS0CKBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OjhaSHL20,
author = {Utkarsh Ojha and
Krishna Kumar Singh and
Cho{-}Jui Hsieh and
Yong Jae Lee},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Elastic-InfoGAN: Unsupervised Disentangled Representation Learning
in Class-Imbalanced Data},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/d1e39c9bda5c80ac3d8ea9d658163967-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/OjhaSHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangLY0H20,
author = {Lu Wang and
Xuanqing Liu and
Jinfeng Yi and
Yuan Jiang and
Cho{-}Jui Hsieh},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Provably Robust Metric Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/e038453073d221a4f32d0bab94ca7cee-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangLY0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuS0WCHKLH20,
author = {Kaidi Xu and
Zhouxing Shi and
Huan Zhang and
Yihan Wang and
Kai{-}Wei Chang and
Minlie Huang and
Bhavya Kailkhura and
Xue Lin and
Cho{-}Jui Hsieh},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Automatic Perturbation Analysis for Scalable Certified Robustness
and Beyond},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/0cbc5671ae26f67871cb914d81ef8fc1-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XuS0WCHKLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang0H20,
author = {Chong Zhang and
Huan Zhang and
Cho{-}Jui Hsieh},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {An Efficient Adversarial Attack for Tree Ensembles},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/ba3e9b6a519cfddc560b5d53210df1bd-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Zhang0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WuLHS20,
author = {Liwei Wu and
Shuqing Li and
Cho{-}Jui Hsieh and
James Sharpnack},
editor = {Rodrygo L. T. Santos and
Leandro Balby Marinho and
Elizabeth M. Daly and
Li Chen and
Kim Falk and
Noam Koenigstein and
Edleno Silva de Moura},
title = {{SSE-PT:} Sequential Recommendation Via Personalized Transformer},
booktitle = {RecSys 2020: Fourteenth {ACM} Conference on Recommender Systems, Virtual
Event, Brazil, September 22-26, 2020},
pages = {328--337},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3383313.3412258},
doi = {10.1145/3383313.3412258},
timestamp = {Thu, 24 Sep 2020 10:19:44 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WuLHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YaoCKLH20,
author = {Quanming Yao and
Xiangning Chen and
James T. Kwok and
Yong Li and
Cho{-}Jui Hsieh},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Efficient Neural Interaction Function Search for Collaborative Filtering},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {1660--1670},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380237},
doi = {10.1145/3366423.3380237},
timestamp = {Fri, 25 Dec 2020 01:14:58 +0100},
biburl = {https://dblp.org/rec/conf/www/YaoCKLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/JiangCH020,
author = {Jyun{-}Yu Jiang and
Patrick H. Chen and
Cho{-}Jui Hsieh and
Wei Wang},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Clustering and Constructing User Coresets to Accelerate Large-scale
Top-K Recommender Systems},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {2177--2187},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380283},
doi = {10.1145/3366423.3380283},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/JiangCH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-02378,
author = {Runtian Zhai and
Chen Dan and
Di He and
Huan Zhang and
Boqing Gong and
Pradeep Ravikumar and
Cho{-}Jui Hsieh and
Liwei Wang},
title = {{MACER:} Attack-free and Scalable Robust Training via Maximizing Certified
Radius},
journal = {CoRR},
volume = {abs/2001.02378},
year = {2020},
url = {http://arxiv.org/abs/2001.02378},
eprinttype = {arXiv},
eprint = {2001.02378},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-02378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05283,
author = {Xiangning Chen and
Cho{-}Jui Hsieh},
title = {Stabilizing Differentiable Architecture Search via Perturbation-based
Regularization},
journal = {CoRR},
volume = {abs/2002.05283},
year = {2020},
url = {https://arxiv.org/abs/2002.05283},
eprinttype = {arXiv},
eprint = {2002.05283},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05289,
author = {Qin Ding and
Cho{-}Jui Hsieh and
James Sharpnack},
title = {Multiscale Non-stationary Stochastic Bandits},
journal = {CoRR},
volume = {abs/2002.05289},
year = {2020},
url = {https://arxiv.org/abs/2002.05289},
eprinttype = {arXiv},
eprint = {2002.05289},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05289.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06622,
author = {Zhouxing Shi and
Huan Zhang and
Kai{-}Wei Chang and
Minlie Huang and
Cho{-}Jui Hsieh},
title = {Robustness Verification for Transformers},
journal = {CoRR},
volume = {abs/2002.06622},
year = {2020},
url = {https://arxiv.org/abs/2002.06622},
eprinttype = {arXiv},
eprint = {2002.06622},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06789,
author = {Minhao Cheng and
Qi Lei and
Pin{-}Yu Chen and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {{CAT:} Customized Adversarial Training for Improved Robustness},
journal = {CoRR},
volume = {abs/2002.06789},
year = {2020},
url = {https://arxiv.org/abs/2002.06789},
eprinttype = {arXiv},
eprint = {2002.06789},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06789.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-12920,
author = {Kaidi Xu and
Zhouxing Shi and
Huan Zhang and
Minlie Huang and
Kai{-}Wei Chang and
Bhavya Kailkhura and
Xue Lin and
Cho{-}Jui Hsieh},
title = {Automatic Perturbation Analysis on General Computational Graphs},
journal = {CoRR},
volume = {abs/2002.12920},
year = {2020},
url = {https://arxiv.org/abs/2002.12920},
eprinttype = {arXiv},
eprint = {2002.12920},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-12920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-08938,
author = {Huan Zhang and
Hongge Chen and
Chaowei Xiao and
Bo Li and
Duane S. Boning and
Cho{-}Jui Hsieh},
title = {Robust Deep Reinforcement Learning against Adversarial Perturbations
on Observations},
journal = {CoRR},
volume = {abs/2003.08938},
year = {2020},
url = {https://arxiv.org/abs/2003.08938},
eprinttype = {arXiv},
eprint = {2003.08938},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-08938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-09229,
author = {Xuanqing Liu and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {Learning to Encode Position for Transformer with Continuous Dynamical
Model},
journal = {CoRR},
volume = {abs/2003.09229},
year = {2020},
url = {https://arxiv.org/abs/2003.09229},
eprinttype = {arXiv},
eprint = {2003.09229},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-09229.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12227,
author = {Yuanhao Xiong and
Cho{-}Jui Hsieh},
title = {Improved Adversarial Training via Learned Optimizer},
journal = {CoRR},
volume = {abs/2004.12227},
year = {2020},
url = {https://arxiv.org/abs/2004.12227},
eprinttype = {arXiv},
eprint = {2004.12227},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04871,
author = {Lu Wang and
Huan Zhang and
Jinfeng Yi and
Cho{-}Jui Hsieh and
Yuan Jiang},
title = {Spanning Attack: Reinforce Black-box Attacks with Unlabeled Data},
journal = {CoRR},
volume = {abs/2005.04871},
year = {2020},
url = {https://arxiv.org/abs/2005.04871},
eprinttype = {arXiv},
eprint = {2005.04871},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-00442,
author = {Cheng{-}Yu Hsieh and
Chih{-}Kuan Yeh and
Xuanqing Liu and
Pradeep Ravikumar and
Seungyeon Kim and
Sanjiv Kumar and
Cho{-}Jui Hsieh},
title = {Evaluations and Methods for Explanation through Robustness Analysis},
journal = {CoRR},
volume = {abs/2006.00442},
year = {2020},
url = {https://arxiv.org/abs/2006.00442},
eprinttype = {arXiv},
eprint = {2006.00442},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-00442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04012,
author = {Qin Ding and
Cho{-}Jui Hsieh and
James Sharpnack},
title = {An Efficient Algorithm For Generalized Linear Bandit: Online Stochastic
Gradient Descent and Thompson Sampling},
journal = {CoRR},
volume = {abs/2006.04012},
year = {2020},
url = {https://arxiv.org/abs/2006.04012},
eprinttype = {arXiv},
eprint = {2006.04012},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07024,
author = {Lu Wang and
Xuanqing Liu and
Jinfeng Yi and
Yuan Jiang and
Cho{-}Jui Hsieh},
title = {Provably Robust Metric Learning},
journal = {CoRR},
volume = {abs/2006.07024},
year = {2020},
url = {https://arxiv.org/abs/2006.07024},
eprinttype = {arXiv},
eprint = {2006.07024},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08517,
author = {Yang You and
Yuhui Wang and
Huan Zhang and
Zhao Zhang and
James Demmel and
Cho{-}Jui Hsieh},
title = {The Limit of the Batch Size},
journal = {CoRR},
volume = {abs/2006.08517},
year = {2020},
url = {https://arxiv.org/abs/2006.08517},
eprinttype = {arXiv},
eprint = {2006.08517},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10355,
author = {Xiangning Chen and
Ruochen Wang and
Minhao Cheng and
Xiaocheng Tang and
Cho{-}Jui Hsieh},
title = {DrNAS: Dirichlet Neural Architecture Search},
journal = {CoRR},
volume = {abs/2006.10355},
year = {2020},
url = {https://arxiv.org/abs/2006.10355},
eprinttype = {arXiv},
eprint = {2006.10355},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11627,
author = {Yi Zhou and
Xiaoqing Zheng and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Xuanjing Huang},
title = {Defense against Adversarial Attacks in {NLP} via Dirichlet Neighborhood
Ensemble},
journal = {CoRR},
volume = {abs/2006.11627},
year = {2020},
url = {https://arxiv.org/abs/2006.11627},
eprinttype = {arXiv},
eprint = {2006.11627},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09081,
author = {Hongge Chen and
Si Si and
Yang Li and
Ciprian Chelba and
Sanjiv Kumar and
Duane S. Boning and
Cho{-}Jui Hsieh},
title = {Multi-Stage Influence Function},
journal = {CoRR},
volume = {abs/2007.09081},
year = {2020},
url = {https://arxiv.org/abs/2007.09081},
eprinttype = {arXiv},
eprint = {2007.09081},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-03364,
author = {Jiachen Zhong and
Xuanqing Liu and
Cho{-}Jui Hsieh},
title = {Improving the Speed and Quality of {GAN} by Adversarial Training},
journal = {CoRR},
volume = {abs/2008.03364},
year = {2020},
url = {https://arxiv.org/abs/2008.03364},
eprinttype = {arXiv},
eprint = {2008.03364},
timestamp = {Fri, 14 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-03364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-08755,
author = {Yihan Wang and
Huan Zhang and
Hongge Chen and
Duane S. Boning and
Cho{-}Jui Hsieh},
title = {On {\unicode{120001}}\({}_{\mbox{p}}\)-norm Robustness of Ensemble
Stumps and Trees},
journal = {CoRR},
volume = {abs/2008.08755},
year = {2020},
url = {https://arxiv.org/abs/2008.08755},
eprinttype = {arXiv},
eprint = {2008.08755},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-08755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-12094,
author = {Benlin Liu and
Yongming Rao and
Jiwen Lu and
Jie Zhou and
Cho{-}Jui Hsieh},
title = {MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation},
journal = {CoRR},
volume = {abs/2008.12094},
year = {2020},
url = {https://arxiv.org/abs/2008.12094},
eprinttype = {arXiv},
eprint = {2008.12094},
timestamp = {Fri, 13 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09889,
author = {Yuanhao Xiong and
Xuanqing Liu and
Li{-}Cheng Lan and
Yang You and
Si Si and
Cho{-}Jui Hsieh},
title = {How much progress have we made in neural network training? {A} New
Evaluation Protocol for Benchmarking Optimizers},
journal = {CoRR},
volume = {abs/2010.09889},
year = {2020},
url = {https://arxiv.org/abs/2010.09889},
eprinttype = {arXiv},
eprint = {2010.09889},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11598,
author = {Chong Zhang and
Huan Zhang and
Cho{-}Jui Hsieh},
title = {An Efficient Adversarial Attack for Tree Ensembles},
journal = {CoRR},
volume = {abs/2010.11598},
year = {2020},
url = {https://arxiv.org/abs/2010.11598},
eprinttype = {arXiv},
eprint = {2010.11598},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-08558,
author = {Liping Yuan and
Xiaoqing Zheng and
Yi Zhou and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Xuanjing Huang},
title = {Generating universal language adversarial examples by understanding
and enhancing the transferability across neural models},
journal = {CoRR},
volume = {abs/2011.08558},
year = {2020},
url = {https://arxiv.org/abs/2011.08558},
eprinttype = {arXiv},
eprint = {2011.08558},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-08558.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-13824,
author = {Kaidi Xu and
Huan Zhang and
Shiqi Wang and
Yihan Wang and
Suman Jana and
Xue Lin and
Cho{-}Jui Hsieh},
title = {Fast and Complete: Enabling Complete Neural Network Verification with
Rapid and Massively Parallel Incomplete Verifiers},
journal = {CoRR},
volume = {abs/2011.13824},
year = {2020},
url = {https://arxiv.org/abs/2011.13824},
eprinttype = {arXiv},
eprint = {2011.13824},
timestamp = {Thu, 03 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-13824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-14031,
author = {Devvrit and
Minhao Cheng and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
title = {Voting based ensemble improves robustness of defensive models},
journal = {CoRR},
volume = {abs/2011.14031},
year = {2020},
url = {https://arxiv.org/abs/2011.14031},
eprinttype = {arXiv},
eprint = {2011.14031},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-14031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07910,
author = {Li{-}Cheng Lan and
Meng{-}Yu Tsai and
Ti{-}Rong Wu and
I{-}Chen Wu and
Cho{-}Jui Hsieh},
title = {Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search},
journal = {CoRR},
volume = {abs/2012.07910},
year = {2020},
url = {https://arxiv.org/abs/2012.07910},
eprinttype = {arXiv},
eprint = {2012.07910},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-11769,
author = {Minhao Cheng and
Pin{-}Yu Chen and
Sijia Liu and
Shiyu Chang and
Cho{-}Jui Hsieh and
Payel Das},
title = {Self-Progressing Robust Training},
journal = {CoRR},
volume = {abs/2012.11769},
year = {2020},
url = {https://arxiv.org/abs/2012.11769},
eprinttype = {arXiv},
eprint = {2012.11769},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-11769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/FangFYH19,
author = {Jiarui Fang and
Haohuan Fu and
Guangwen Yang and
Cho{-}Jui Hsieh},
title = {RedSync: Reducing synchronization bandwidth for distributed deep learning
training system},
journal = {J. Parallel Distributed Comput.},
volume = {133},
pages = {30--39},
year = {2019},
url = {https://doi.org/10.1016/j.jpdc.2019.05.016},
doi = {10.1016/J.JPDC.2019.05.016},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpdc/FangFYH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/LiCHC19,
author = {Liunian Harold Li and
Patrick H. Chen and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
title = {Efficient Contextual Representation Learning With Continuous Outputs},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {7},
pages = {611--624},
year = {2019},
url = {https://doi.org/10.1162/tacl\_a\_00289},
doi = {10.1162/TACL\_A\_00289},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/LiCHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/YouZHDK19,
author = {Yang You and
Zhao Zhang and
Cho{-}Jui Hsieh and
James Demmel and
Kurt Keutzer},
title = {Fast Deep Neural Network Training on Distributed Systems and Cloud
TPUs},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {30},
number = {11},
pages = {2449--2462},
year = {2019},
url = {https://doi.org/10.1109/TPDS.2019.2913833},
doi = {10.1109/TPDS.2019.2913833},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/YouZHDK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TuTC0ZYHC19,
author = {Chun{-}Chen Tu and
Pai{-}Shun Ting and
Pin{-}Yu Chen and
Sijia Liu and
Huan Zhang and
Jinfeng Yi and
Cho{-}Jui Hsieh and
Shin{-}Ming Cheng},
title = {AutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking
Black-Box Neural Networks},
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 = {742--749},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.3301742},
doi = {10.1609/AAAI.V33I01.3301742},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TuTC0ZYHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangZH19,
author = {Huan Zhang and
Pengchuan Zhang and
Cho{-}Jui Hsieh},
title = {RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix
of Neural Networks and Its Applications},
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 = {5757--5764},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015757},
doi = {10.1609/AAAI.V33I01.33015757},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/ZhangZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HsiehCJWHH19,
author = {Yu{-}Lun Hsieh and
Minhao Cheng and
Da{-}Cheng Juan and
Wei Wei and
Wen{-}Lian Hsu and
Cho{-}Jui Hsieh},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {On the Robustness of Self-Attentive Models},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {1520--1529},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1147},
doi = {10.18653/V1/P19-1147},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/HsiehCJWHH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YuHD19,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Parallel Asynchronous Stochastic Coordinate Descent with Auxiliary
Variables},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2641--2649},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/yu19d.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YuHD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DingYH19,
author = {Qin Ding and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {A Fast Sampling Algorithm for Maximum Inner Product Search},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {3004--3012},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/ding19a.html},
timestamp = {Thu, 16 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/DingYH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuH19,
author = {Xuanqing Liu and
Cho{-}Jui Hsieh},
title = {Rob-GAN: Generator, Discriminator, and Adversarial Attacker},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {11234--11243},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Liu\_Rob-GAN\_Generator\_Discriminator\_and\_Adversarial\_Attacker\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.01149},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiuH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MaCH19,
author = {Yukun Ma and
Patrick H. Chen and
Cho{-}Jui Hsieh},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {MulCode: {A} Multiplicative Multi-way Model for Compressing Neural
Language Model},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {5256--5265},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1529},
doi = {10.18653/V1/D19-1529},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MaCH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AlzantotSCZHS19,
author = {Moustafa Alzantot and
Yash Sharma and
Supriyo Chakraborty and
Huan Zhang and
Cho{-}Jui Hsieh and
Mani B. Srivastava},
editor = {Anne Auger and
Thomas St{\"{u}}tzle},
title = {GenAttack: practical black-box attacks with gradient-free optimization},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {1111--1119},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3321707.3321749},
doi = {10.1145/3321707.3321749},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/AlzantotSCZHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ChoiZKHL19,
author = {Jun{-}Ho Choi and
Huan Zhang and
Jun{-}Hyuk Kim and
Cho{-}Jui Hsieh and
Jong{-}Seok Lee},
title = {Evaluating Robustness of Deep Image Super-Resolution Against Adversarial
Attacks},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {303--311},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00039},
doi = {10.1109/ICCV.2019.00039},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/ChoiZKHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YouHRWHKD19,
author = {Yang You and
Yuxiong He and
Samyam Rajbhandari and
Wenhan Wang and
Cho{-}Jui Hsieh and
Kurt Keutzer and
James Demmel},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Fast {LSTM} Inference by Dynamic Decomposition on Cloud Systems},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {748--757},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00085},
doi = {10.1109/ICDM.2019.00085},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YouHRWHKD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenSKLH19,
author = {Patrick H. Chen and
Si Si and
Sanjiv Kumar and
Yang Li and
Cho{-}Jui Hsieh},
title = {Learning to Screen for Fast Softmax Inference on Large Vocabulary
Neural Networks},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=ByeMB3Act7},
timestamp = {Mon, 06 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ChenSKLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChengLCZYH19,
author = {Minhao Cheng and
Thong Le and
Pin{-}Yu Chen and
Huan Zhang and
Jinfeng Yi and
Cho{-}Jui Hsieh},
title = {Query-Efficient Hard-label Black-box Attack: An Optimization-based
Approach},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=rJlk6iRqKX},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChengLCZYH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuLWH19,
author = {Xuanqing Liu and
Yao Li and
Chongruo Wu and
Cho{-}Jui Hsieh},
title = {Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural
Network},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=rk4Qso0cKm},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiuLWH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangCSBDH19,
author = {Huan Zhang and
Hongge Chen and
Zhao Song and
Duane S. Boning and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {The Limitations of Adversarial Training and the Blind-Spot Attack},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=HylTBhA5tQ},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhangCSBDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenZBH19,
author = {Hongge Chen and
Huan Zhang and
Duane S. Boning and
Cho{-}Jui Hsieh},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Robust Decision Trees Against Adversarial Examples},
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 = {1122--1131},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/chen19m.html},
timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenZBH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChiangLSLBH19,
author = {Wei{-}Lin Chiang and
Xuanqing Liu and
Si Si and
Yang Li and
Samy Bengio and
Cho{-}Jui Hsieh},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph
Convolutional Networks},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {257--266},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330925},
doi = {10.1145/3292500.3330925},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChiangLSLBH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ChengWH19,
author = {Minhao Cheng and
Wei Wei and
Cho{-}Jui Hsieh},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Evaluating and Enhancing the Robustness of Dialogue Systems: {A} Case
Study on a Negotiation Agent},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {3325--3335},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1336},
doi = {10.18653/V1/N19-1336},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/ChengWH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuLHS19,
author = {Liwei Wu and
Shuqing Li and
Cho{-}Jui Hsieh and
James L. Sharpnack},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Stochastic Shared Embeddings: Data-driven Regularization of Embedding
Layers},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {24--34},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/37693cfc748049e45d87b8c7d8b9aacd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuLHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuSZ0H19,
author = {Xuanqing Liu and
Si Si and
Jerry Zhu and
Yang Li and
Cho{-}Jui Hsieh},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised
Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {9777--9787},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/5cde6dedeb8892e3794f22db57ada073-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuSZ0H19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SalmanY0HZ19,
author = {Hadi Salman and
Greg Yang and
Huan Zhang and
Cho{-}Jui Hsieh and
Pengchuan Zhang},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {A Convex Relaxation Barrier to Tight Robustness Verification of Neural
Networks},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {9832--9842},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/246a3c5544feb054f3ea718f61adfa16-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SalmanY0HZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenZS0BH19,
author = {Hongge Chen and
Huan Zhang and
Si Si and
Yang Li and
Duane S. Boning and
Cho{-}Jui Hsieh},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Robustness Verification of Tree-based Models},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {12317--12328},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/cd9508fdaa5c1390e9cc329001cf1459-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenZS0BH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GaoCLHWL19,
author = {Ruiqi Gao and
Tianle Cai and
Haochuan Li and
Cho{-}Jui Hsieh and
Liwei Wang and
Jason D. Lee},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Convergence of Adversarial Training in Overparametrized Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {13009--13020},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/348a38cd25abeab0e440f37510e9b1fa-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GaoCLHWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/YouHYDKH19,
author = {Yang You and
Jonathan Hseu and
Chris Ying and
James Demmel and
Kurt Keutzer and
Cho{-}Jui Hsieh},
editor = {Michela Taufer and
Pavan Balaji and
Antonio J. Pe{\~{n}}a},
title = {Large-batch training for {LSTM} and beyond},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2019, Denver, Colorado, USA,
November 17-19, 2019},
pages = {9:1--9:16},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3295500.3356137},
doi = {10.1145/3295500.3356137},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/YouHYDKH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FangCHF19,
author = {Huang Fang and
Minhao Cheng and
Cho{-}Jui Hsieh and
Michael P. Friedlander},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Fast Training for Large-Scale One-versus-All Linear Classifiers using
Tree-Structured Initialization},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {280--288},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.32},
doi = {10.1137/1.9781611975673.32},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FangCHF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-04684,
author = {Huan Zhang and
Hongge Chen and
Zhao Song and
Duane S. Boning and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {The Limitations of Adversarial Training and the Blind-Spot Attack},
journal = {CoRR},
volume = {abs/1901.04684},
year = {2019},
url = {http://arxiv.org/abs/1901.04684},
eprinttype = {arXiv},
eprint = {1901.04684},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-04684.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-08256,
author = {Yang You and
Jonathan Hseu and
Chris Ying and
James Demmel and
Kurt Keutzer and
Cho{-}Jui Hsieh},
title = {Large-Batch Training for {LSTM} and Beyond},
journal = {CoRR},
volume = {abs/1901.08256},
year = {2019},
url = {http://arxiv.org/abs/1901.08256},
eprinttype = {arXiv},
eprint = {1901.08256},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-08256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08722,
author = {Hadi Salman and
Greg Yang and
Huan Zhang and
Cho{-}Jui Hsieh and
Pengchuan Zhang},
title = {A Convex Relaxation Barrier to Tight Robustness Verification of Neural
Networks},
journal = {CoRR},
volume = {abs/1902.08722},
year = {2019},
url = {http://arxiv.org/abs/1902.08722},
eprinttype = {arXiv},
eprint = {1902.08722},
timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10660,
author = {Hongge Chen and
Huan Zhang and
Duane S. Boning and
Cho{-}Jui Hsieh},
title = {Robust Decision Trees Against Adversarial Examples},
journal = {CoRR},
volume = {abs/1902.10660},
year = {2019},
url = {http://arxiv.org/abs/1902.10660},
eprinttype = {arXiv},
eprint = {1902.10660},
timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10660.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-11269,
author = {Liunian Harold Li and
Patrick H. Chen and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
title = {Efficient Contextual Representation Learning Without Softmax Layer},
journal = {CoRR},
volume = {abs/1902.11269},
year = {2019},
url = {http://arxiv.org/abs/1902.11269},
eprinttype = {arXiv},
eprint = {1902.11269},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-11269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-00962,
author = {Yang You and
Jing Li and
Jonathan Hseu and
Xiaodan Song and
James Demmel and
Cho{-}Jui Hsieh},
title = {Reducing {BERT} Pre-Training Time from 3 Days to 76 Minutes},
journal = {CoRR},
volume = {abs/1904.00962},
year = {2019},
url = {http://arxiv.org/abs/1904.00962},
eprinttype = {arXiv},
eprint = {1904.00962},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-00962.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-06097,
author = {Jun{-}Ho Choi and
Huan Zhang and
Jun{-}Hyuk Kim and
Cho{-}Jui Hsieh and
Jong{-}Seok Lee},
title = {Evaluating Robustness of Deep Image Super-Resolution against Adversarial
Attacks},
journal = {CoRR},
volume = {abs/1904.06097},
year = {2019},
url = {http://arxiv.org/abs/1904.06097},
eprinttype = {arXiv},
eprint = {1904.06097},
timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-06097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-07953,
author = {Wei{-}Lin Chiang and
Xuanqing Liu and
Si Si and
Yang Li and
Samy Bengio and
Cho{-}Jui Hsieh},
title = {Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph
Convolutional Networks},
journal = {CoRR},
volume = {abs/1905.07953},
year = {2019},
url = {http://arxiv.org/abs/1905.07953},
eprinttype = {arXiv},
eprint = {1905.07953},
timestamp = {Thu, 26 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-07953.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10630,
author = {Liwei Wu and
Shuqing Li and
Cho{-}Jui Hsieh and
James Sharpnack},
title = {Stochastic Shared Embeddings: Data-driven Regularization of Embedding
Layers},
journal = {CoRR},
volume = {abs/1905.10630},
year = {2019},
url = {http://arxiv.org/abs/1905.10630},
eprinttype = {arXiv},
eprint = {1905.10630},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12217,
author = {Liwei Wu and
Hsiang{-}Fu Yu and
Nikhil Rao and
James Sharpnack and
Cho{-}Jui Hsieh},
title = {Graph {DNA:} Deep Neighborhood Aware Graph Encoding for Collaborative
Filtering},
journal = {CoRR},
volume = {abs/1905.12217},
year = {2019},
url = {http://arxiv.org/abs/1905.12217},
eprinttype = {arXiv},
eprint = {1905.12217},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02355,
author = {Xuanqing Liu and
Tesi Xiao and
Si Si and
Qin Cao and
Sanjiv Kumar and
Cho{-}Jui Hsieh},
title = {Neural {SDE:} Stabilizing Neural {ODE} Networks with Stochastic Noise},
journal = {CoRR},
volume = {abs/1906.02355},
year = {2019},
url = {http://arxiv.org/abs/1906.02355},
eprinttype = {arXiv},
eprint = {1906.02355},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03499,
author = {Puyudi Yang and
Jianbo Chen and
Cho{-}Jui Hsieh and
Jane{-}Ling Wang and
Michael I. Jordan},
title = {{ML-LOO:} Detecting Adversarial Examples with Feature Attribution},
journal = {CoRR},
volume = {abs/1906.03499},
year = {2019},
url = {http://arxiv.org/abs/1906.03499},
eprinttype = {arXiv},
eprint = {1906.03499},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03849,
author = {Hongge Chen and
Huan Zhang and
Si Si and
Yang Li and
Duane S. Boning and
Cho{-}Jui Hsieh},
title = {Robustness Verification of Tree-based Models},
journal = {CoRR},
volume = {abs/1906.03849},
year = {2019},
url = {http://arxiv.org/abs/1906.03849},
eprinttype = {arXiv},
eprint = {1906.03849},
timestamp = {Mon, 06 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03972,
author = {Lu Wang and
Xuanqing Liu and
Jinfeng Yi and
Zhi{-}Hua Zhou and
Cho{-}Jui Hsieh},
title = {Evaluating the Robustness of Nearest Neighbor Classifiers: {A} Primal-Dual
Perspective},
journal = {CoRR},
volume = {abs/1906.03972},
year = {2019},
url = {http://arxiv.org/abs/1906.03972},
eprinttype = {arXiv},
eprint = {1906.03972},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06316,
author = {Huan Zhang and
Hongge Chen and
Chaowei Xiao and
Bo Li and
Duane S. Boning and
Cho{-}Jui Hsieh},
title = {Towards Stable and Efficient Training of Verifiably Robust Neural
Networks},
journal = {CoRR},
volume = {abs/1906.06316},
year = {2019},
url = {http://arxiv.org/abs/1906.06316},
eprinttype = {arXiv},
eprint = {1906.06316},
timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07916,
author = {Ruiqi Gao and
Tianle Cai and
Haochuan Li and
Liwei Wang and
Cho{-}Jui Hsieh and
Jason D. Lee},
title = {Convergence of Adversarial Training in Overparametrized Networks},
journal = {CoRR},
volume = {abs/1906.07916},
year = {2019},
url = {http://arxiv.org/abs/1906.07916},
eprinttype = {arXiv},
eprint = {1906.07916},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-07916.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-03557,
author = {Liunian Harold Li and
Mark Yatskar and
Da Yin and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
title = {VisualBERT: {A} Simple and Performant Baseline for Vision and Language},
journal = {CoRR},
volume = {abs/1908.03557},
year = {2019},
url = {http://arxiv.org/abs/1908.03557},
eprinttype = {arXiv},
eprint = {1908.03557},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-03557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-05435,
author = {Liwei Wu and
Shuqing Li and
Cho{-}Jui Hsieh and
James Sharpnack},
title = {Temporal Collaborative Ranking Via Personalized Transformer},
journal = {CoRR},
volume = {abs/1908.05435},
year = {2019},
url = {http://arxiv.org/abs/1908.05435},
eprinttype = {arXiv},
eprint = {1908.05435},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-05435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04495,
author = {Yu{-}Lun Hsieh and
Minhao Cheng and
Da{-}Cheng Juan and
Wei Wei and
Wen{-}Lian Hsu and
Cho{-}Jui Hsieh},
title = {Natural Adversarial Sentence Generation with Gradient-based Perturbation},
journal = {CoRR},
volume = {abs/1909.04495},
year = {2019},
url = {http://arxiv.org/abs/1909.04495},
eprinttype = {arXiv},
eprint = {1909.04495},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-04495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-10773,
author = {Minhao Cheng and
Simranjit Singh and
Patrick H. Chen and
Pin{-}Yu Chen and
Sijia Liu and
Cho{-}Jui Hsieh},
title = {Sign-OPT: {A} Query-Efficient Hard-label Adversarial Attack},
journal = {CoRR},
volume = {abs/1909.10773},
year = {2019},
url = {http://arxiv.org/abs/1909.10773},
eprinttype = {arXiv},
eprint = {1909.10773},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-10773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01112,
author = {Utkarsh Ojha and
Krishna Kumar Singh and
Cho{-}Jui Hsieh and
Yong Jae Lee},
title = {Elastic-InfoGAN: Unsupervised Disentangled Representation Learning
in Imbalanced Data},
journal = {CoRR},
volume = {abs/1910.01112},
year = {2019},
url = {http://arxiv.org/abs/1910.01112},
eprinttype = {arXiv},
eprint = {1910.01112},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09464,
author = {Yangjun Ruan and
Yuanhao Xiong and
Sashank J. Reddi and
Sanjiv Kumar and
Cho{-}Jui Hsieh},
title = {Learning to Learn by Zeroth-Order Oracle},
journal = {CoRR},
volume = {abs/1910.09464},
year = {2019},
url = {http://arxiv.org/abs/1910.09464},
eprinttype = {arXiv},
eprint = {1910.09464},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-14147,
author = {Xuanqing Liu and
Si Si and
Xiaojin Zhu and
Yang Li and
Cho{-}Jui Hsieh},
title = {A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised
Learning},
journal = {CoRR},
volume = {abs/1910.14147},
year = {2019},
url = {http://arxiv.org/abs/1910.14147},
eprinttype = {arXiv},
eprint = {1910.14147},
timestamp = {Wed, 06 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-14147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-14655,
author = {Huan Zhang and
Minhao Cheng and
Cho{-}Jui Hsieh},
title = {Enhancing Certifiable Robustness via a Deep Model Ensemble},
journal = {CoRR},
volume = {abs/1910.14655},
year = {2019},
url = {http://arxiv.org/abs/1910.14655},
eprinttype = {arXiv},
eprint = {1910.14655},
timestamp = {Mon, 04 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-14655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04429,
author = {Xiaoyun Wang and
Xuanqing Liu and
Cho{-}Jui Hsieh},
title = {GraphDefense: Towards Robust Graph Convolutional Networks},
journal = {CoRR},
volume = {abs/1911.04429},
year = {2019},
url = {http://arxiv.org/abs/1911.04429},
eprinttype = {arXiv},
eprint = {1911.04429},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-01238,
author = {Patrick H. Chen and
Wei Wei and
Cho{-}Jui Hsieh and
Bo Dai},
title = {Overcoming Catastrophic Forgetting by Generative Regularization},
journal = {CoRR},
volume = {abs/1912.01238},
year = {2019},
url = {http://arxiv.org/abs/1912.01238},
eprinttype = {arXiv},
eprint = {1912.01238},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-01238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChiangDH18,
author = {Kai{-}Yang Chiang and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {Using Side Information to Reliably Learn Low-Rank Matrices from Missing
and Corrupted Observations},
journal = {J. Mach. Learn. Res.},
volume = {19},
pages = {76:1--76:35},
year = {2018},
url = {http://jmlr.org/papers/v19/17-112.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChiangDH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenSZYH18,
author = {Pin{-}Yu Chen and
Yash Sharma and
Huan Zhang and
Jinfeng Yi and
Cho{-}Jui Hsieh},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {{EAD:} Elastic-Net Attacks to Deep Neural Networks via Adversarial
Examples},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {10--17},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11302},
doi = {10.1609/AAAI.V32I1.11302},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenSZYH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HsiehYCZC18,
author = {Hongge Chen and
Huan Zhang and
Pin{-}Yu Chen and
Jinfeng Yi and
Cho{-}Jui Hsieh},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Attacking Visual Language Grounding with Adversarial Examples: {A}
Case Study on Neural Image Captioning},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {2587--2597},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1241/},
doi = {10.18653/V1/P18-1241},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HsiehYCZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LiuCZH18,
author = {Xuanqing Liu and
Minhao Cheng and
Huan Zhang and
Cho{-}Jui Hsieh},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Towards Robust Neural Networks via Random Self-ensemble},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {11211},
pages = {381--397},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01234-2\_23},
doi = {10.1007/978-3-030-01234-2\_23},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LiuCZH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/WengZCLHD18,
author = {Tsui{-}Wei Weng and
Huan Zhang and
Pin{-}Yu Chen and
Aur{\'{e}}lie C. Lozano and
Cho{-}Jui Hsieh and
Luca Daniel},
title = {On Extensions of Clever: {A} Neural Network Robustness Evaluation
Algorithm},
booktitle = {2018 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2018, Anaheim, CA, USA, November 26-29, 2018},
pages = {1159--1163},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/GlobalSIP.2018.8646356},
doi = {10.1109/GLOBALSIP.2018.8646356},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/WengZCLHD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WengZCYSGHD18,
author = {Tsui{-}Wei Weng and
Huan Zhang and
Pin{-}Yu Chen and
Jinfeng Yi and
Dong Su and
Yupeng Gao and
Cho{-}Jui Hsieh and
Luca Daniel},
title = {Evaluating the Robustness of Neural Networks: An Extreme Value Theory
Approach},
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=BkUHlMZ0b},
timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WengZCYSGHD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChengDH18,
author = {Minhao Cheng and
Ian Davidson and
Cho{-}Jui Hsieh},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Extreme Learning to Rank via Low Rank Assumption},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {950--959},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/cheng18a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChengDH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuH18,
author = {Xuanqing Liu and
Cho{-}Jui Hsieh},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Fast Variance Reduction Method with Stochastic Batch Size},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {3185--3194},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/liu18f.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WengZCSHDBD18,
author = {Tsui{-}Wei Weng and
Huan Zhang and
Hongge Chen and
Zhao Song and
Cho{-}Jui Hsieh and
Luca Daniel and
Duane S. Boning and
Inderjit S. Dhillon},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Towards Fast Computation of Certified Robustness for ReLU Networks},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5273--5282},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/weng18a.html},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WengZCSHDBD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuHS18,
author = {Liwei Wu and
Cho{-}Jui Hsieh and
James Sharpnack},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {SQL-Rank: {A} Listwise Approach to Collaborative Ranking},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5311--5320},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/wu18c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuHS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/YouZHDK18,
author = {Yang You and
Zhao Zhang and
Cho{-}Jui Hsieh and
James Demmel and
Kurt Keutzer},
title = {ImageNet Training in Minutes},
booktitle = {Proceedings of the 47th International Conference on Parallel Processing,
{ICPP} 2018, Eugene, OR, USA, August 13-16, 2018},
pages = {1:1--1:10},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3225058.3225069},
doi = {10.1145/3225058.3225069},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpp/YouZHDK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ics/YouDHV18,
author = {Yang You and
James Demmel and
Cho{-}Jui Hsieh and
Richard W. Vuduc},
title = {Accurate, Fast and Scalable Kernel Ridge Regression on Parallel and
Distributed Systems},
booktitle = {Proceedings of the 32nd International Conference on Supercomputing,
{ICS} 2018, Beijing, China, June 12-15, 2018},
pages = {307--317},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205289.3205290},
doi = {10.1145/3205289.3205290},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ics/YouDHV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChengH18,
author = {Minhao Cheng and
Cho{-}Jui Hsieh},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Distributed Primal-Dual Optimization for Non-uniformly Distributed
Data},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2028--2034},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/280},
doi = {10.24963/IJCAI.2018/280},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChengH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/milcom/WangLLHWC18,
author = {Xiaoyun Wang and
Chun{-}Ming Lai and
Yu{-}Cheng Lin and
Cho{-}Jui Hsieh and
Shyhtsun Felix Wu and
Hasan Cam},
title = {Multiple Accounts Detection on Facebook Using Semi-Supervised Learning
on Graphs},
booktitle = {2018 {IEEE} Military Communications Conference, {MILCOM} 2018, Los
Angeles, CA, USA, October 29-31, 2018},
pages = {1--9},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/MILCOM.2018.8599718},
doi = {10.1109/MILCOM.2018.8599718},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/milcom/WangLLHWC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/JiangYHC18,
author = {Chao Jiang and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
editor = {Marilyn A. Walker and
Heng Ji and
Amanda Stent},
title = {Learning Word Embeddings for Low-Resource Languages by {PU} Learning},
booktitle = {Proceedings of the 2018 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume
1 (Long Papers)},
pages = {1024--1034},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/n18-1093},
doi = {10.18653/V1/N18-1093},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/JiangYHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangWCHD18,
author = {Huan Zhang and
Tsui{-}Wei Weng and
Pin{-}Yu Chen and
Cho{-}Jui Hsieh and
Luca Daniel},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Efficient Neural Network Robustness Certification with General Activation
Functions},
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 = {4944--4953},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/d04863f100d59b3eb688a11f95b0ae60-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangWCHD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiCFHH18,
author = {Yao Li and
Minhao Cheng and
Kevin Fujii and
Fushing Hsieh and
Cho{-}Jui Hsieh},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Learning from Group Comparisons: Exploiting Higher Order Interactions},
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 = {4986--4995},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/8208974663db80265e9bfe7b222dcb18-Abstract.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiCFHH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenSLCH18,
author = {Patrick H. Chen and
Si Si and
Yang Li and
Ciprian Chelba and
Cho{-}Jui Hsieh},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {GroupReduce: Block-Wise Low-Rank Approximation for Neural Language
Model Shrinking},
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 = {11011--11021},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/a2b8a85a29b2d64ad6f47275bf1360c6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenSLCH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangH018,
author = {Jun Wang and
Cho{-}Jui Hsieh and
Daming Shi},
editor = {Martin Ester and
Dino Pedreschi},
title = {{NLRR++:} Scalable Subspace Clustering via Non-Convex Block Coordinate
Descent},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {28--36},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.4},
doi = {10.1137/1.9781611975321.4},
timestamp = {Sun, 13 May 2018 11:47:13 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangH018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-09838,
author = {Xiaoyun Wang and
Chun{-}Ming Lai and
Yunfeng Hong and
Cho{-}Jui Hsieh and
Shyhtsun Felix Wu},
title = {Multiple Accounts Detection on Facebook Using Semi-Supervised Learning
on Graphs},
journal = {CoRR},
volume = {abs/1801.09838},
year = {2018},
url = {http://arxiv.org/abs/1801.09838},
eprinttype = {arXiv},
eprint = {1801.09838},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-09838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-10578,
author = {Tsui{-}Wei Weng and
Huan Zhang and
Pin{-}Yu Chen and
Jinfeng Yi and
Dong Su and
Yupeng Gao and
Cho{-}Jui Hsieh and
Luca Daniel},
title = {Evaluating the Robustness of Neural Networks: An Extreme Value Theory
Approach},
journal = {CoRR},
volume = {abs/1801.10578},
year = {2018},
url = {http://arxiv.org/abs/1801.10578},
eprinttype = {arXiv},
eprint = {1801.10578},
timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-10578.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-00114,
author = {Liwei Wu and
Cho{-}Jui Hsieh and
James Sharpnack},
title = {SQL-Rank: {A} Listwise Approach to Collaborative Ranking},
journal = {CoRR},
volume = {abs/1803.00114},
year = {2018},
url = {http://arxiv.org/abs/1803.00114},
eprinttype = {arXiv},
eprint = {1803.00114},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-00114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01128,
author = {Minhao Cheng and
Jinfeng Yi and
Huan Zhang and
Pin{-}Yu Chen and
Cho{-}Jui Hsieh},
title = {Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models
with Adversarial Examples},
journal = {CoRR},
volume = {abs/1803.01128},
year = {2018},
url = {http://arxiv.org/abs/1803.01128},
eprinttype = {arXiv},
eprint = {1803.01128},
timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09699,
author = {Tsui{-}Wei Weng and
Huan Zhang and
Hongge Chen and
Zhao Song and
Cho{-}Jui Hsieh and
Duane S. Boning and
Inderjit S. Dhillon and
Luca Daniel},
title = {Towards Fast Computation of Certified Robustness for ReLU Networks},
journal = {CoRR},
volume = {abs/1804.09699},
year = {2018},
url = {http://arxiv.org/abs/1804.09699},
eprinttype = {arXiv},
eprint = {1804.09699},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-00569,
author = {Yang You and
James Demmel and
Cho{-}Jui Hsieh and
Richard W. Vuduc},
title = {Accurate, Fast and Scalable Kernel Ridge Regression on Parallel and
Distributed Systems},
journal = {CoRR},
volume = {abs/1805.00569},
year = {2018},
url = {http://arxiv.org/abs/1805.00569},
eprinttype = {arXiv},
eprint = {1805.00569},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-00569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-03366,
author = {Chao Jiang and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang},
title = {LearningWord Embeddings for Low-resource Languages by {PU} Learning},
journal = {CoRR},
volume = {abs/1805.03366},
year = {2018},
url = {http://arxiv.org/abs/1805.03366},
eprinttype = {arXiv},
eprint = {1805.03366},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-03366.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11770,
author = {Chun{-}Chen Tu and
Pai{-}Shun Ting and
Pin{-}Yu Chen and
Sijia Liu and
Huan Zhang and
Jinfeng Yi and
Cho{-}Jui Hsieh and
Shin{-}Ming Cheng},
title = {AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking
Black-box Neural Networks},
journal = {CoRR},
volume = {abs/1805.11770},
year = {2018},
url = {http://arxiv.org/abs/1805.11770},
eprinttype = {arXiv},
eprint = {1805.11770},
timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11811,
author = {Liu Liu and
Minhao Cheng and
Cho{-}Jui Hsieh and
Dacheng Tao},
title = {Stochastic Zeroth-order Optimization via Variance Reduction method},
journal = {CoRR},
volume = {abs/1805.11811},
year = {2018},
url = {http://arxiv.org/abs/1805.11811},
eprinttype = {arXiv},
eprint = {1805.11811},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-12316,
author = {Puyudi Yang and
Jianbo Chen and
Cho{-}Jui Hsieh and
Jane{-}Ling Wang and
Michael I. Jordan},
title = {Greedy Attack and Gumbel Attack: Generating Adversarial Examples for
Discrete Data},
journal = {CoRR},
volume = {abs/1805.12316},
year = {2018},
url = {http://arxiv.org/abs/1805.12316},
eprinttype = {arXiv},
eprint = {1805.12316},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-12316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06950,
author = {Patrick H. Chen and
Si Si and
Yang Li and
Ciprian Chelba and
Cho{-}Jui Hsieh},
title = {GroupReduce: Block-Wise Low-Rank Approximation for Neural Language
Model Shrinking},
journal = {CoRR},
volume = {abs/1806.06950},
year = {2018},
url = {http://arxiv.org/abs/1806.06950},
eprinttype = {arXiv},
eprint = {1806.06950},
timestamp = {Mon, 06 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-06950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-04457,
author = {Minhao Cheng and
Thong Le and
Pin{-}Yu Chen and
Jinfeng Yi and
Huan Zhang and
Cho{-}Jui Hsieh},
title = {Query-Efficient Hard-label Black-box Attack: An Optimization-based
Approach},
journal = {CoRR},
volume = {abs/1807.04457},
year = {2018},
url = {http://arxiv.org/abs/1807.04457},
eprinttype = {arXiv},
eprint = {1807.04457},
timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-04457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-10454,
author = {Xuanqing Liu and
Cho{-}Jui Hsieh},
title = {From Adversarial Training to Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1807.10454},
year = {2018},
url = {http://arxiv.org/abs/1807.10454},
eprinttype = {arXiv},
eprint = {1807.10454},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-10454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-02169,
author = {Xuanqing Liu and
Cho{-}Jui Hsieh},
title = {Fast Variance Reduction Method with Stochastic Batch Size},
journal = {CoRR},
volume = {abs/1808.02169},
year = {2018},
url = {http://arxiv.org/abs/1808.02169},
eprinttype = {arXiv},
eprint = {1808.02169},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-02169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-02505,
author = {Liu Liu and
Ji Liu and
Cho{-}Jui Hsieh and
Dacheng Tao},
title = {Stochastically Controlled Stochastic Gradient for the Convex and Non-convex
Composition problem},
journal = {CoRR},
volume = {abs/1809.02505},
year = {2018},
url = {http://arxiv.org/abs/1809.02505},
eprinttype = {arXiv},
eprint = {1809.02505},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-02505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-09853,
author = {Liu Liu and
Xuanqing Liu and
Cho{-}Jui Hsieh and
Dacheng Tao},
title = {Stochastic Second-order Methods for Non-convex Optimization with Inexact
Hessian and Gradient},
journal = {CoRR},
volume = {abs/1809.09853},
year = {2018},
url = {http://arxiv.org/abs/1809.09853},
eprinttype = {arXiv},
eprint = {1809.09853},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-09853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-01279,
author = {Xuanqing Liu and
Yao Li and
Chongruo Wu and
Cho{-}Jui Hsieh},
title = {Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural
Network},
journal = {CoRR},
volume = {abs/1810.01279},
year = {2018},
url = {http://arxiv.org/abs/1810.01279},
eprinttype = {arXiv},
eprint = {1810.01279},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-01279.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-08640,
author = {Tsui{-}Wei Weng and
Huan Zhang and
Pin{-}Yu Chen and
Aur{\'{e}}lie C. Lozano and
Cho{-}Jui Hsieh and
Luca Daniel},
title = {On Extensions of {CLEVER:} {A} Neural Network Robustness Evaluation
Algorithm},
journal = {CoRR},
volume = {abs/1810.08640},
year = {2018},
url = {http://arxiv.org/abs/1810.08640},
eprinttype = {arXiv},
eprint = {1810.08640},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-08640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10751,
author = {Xiaoyun Wang and
Joe Eaton and
Cho{-}Jui Hsieh and
Shyhtsun Felix Wu},
title = {Attack Graph Convolutional Networks by Adding Fake Nodes},
journal = {CoRR},
volume = {abs/1810.10751},
year = {2018},
url = {http://arxiv.org/abs/1810.10751},
eprinttype = {arXiv},
eprint = {1810.10751},
timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-10751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11783,
author = {Huan Zhang and
Pengchuan Zhang and
Cho{-}Jui Hsieh},
title = {RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix
of Neural Networks and Its Applications},
journal = {CoRR},
volume = {abs/1810.11783},
year = {2018},
url = {http://arxiv.org/abs/1810.11783},
eprinttype = {arXiv},
eprint = {1810.11783},
timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-12406,
author = {Patrick H. Chen and
Si Si and
Sanjiv Kumar and
Yang Li and
Cho{-}Jui Hsieh},
title = {Learning to Screen for Fast Softmax Inference on Large Vocabulary
Neural Networks},
journal = {CoRR},
volume = {abs/1810.12406},
year = {2018},
url = {http://arxiv.org/abs/1810.12406},
eprinttype = {arXiv},
eprint = {1810.12406},
timestamp = {Mon, 06 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-12406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00866,
author = {Huan Zhang and
Tsui{-}Wei Weng and
Pin{-}Yu Chen and
Cho{-}Jui Hsieh and
Luca Daniel},
title = {Efficient Neural Network Robustness Certification with General Activation
Functions},
journal = {CoRR},
volume = {abs/1811.00866},
year = {2018},
url = {http://arxiv.org/abs/1811.00866},
eprinttype = {arXiv},
eprint = {1811.00866},
timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01305,
author = {Yuefeng Liang and
Cho{-}Jui Hsieh and
Thomas C. M. Lee},
title = {Block-wise Partitioning for Extreme Multi-label Classification},
journal = {CoRR},
volume = {abs/1811.01305},
year = {2018},
url = {http://arxiv.org/abs/1811.01305},
eprinttype = {arXiv},
eprint = {1811.01305},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-07950,
author = {Yao Li and
Martin Renqiang Min and
Wenchao Yu and
Cho{-}Jui Hsieh and
Thomas C. M. Lee and
Erik Kruus},
title = {Optimal Transport Classifier: Defending Against Adversarial Attacks
by Regularized Deep Embedding},
journal = {CoRR},
volume = {abs/1811.07950},
year = {2018},
url = {http://arxiv.org/abs/1811.07950},
eprinttype = {arXiv},
eprint = {1811.07950},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-07950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SiHD17,
author = {Si Si and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
title = {Memory Efficient Kernel Approximation},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {20:1--20:32},
year = {2017},
url = {http://jmlr.org/papers/v18/15-025.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SiHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChiangHD17,
author = {Kai{-}Yang Chiang and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Rank Aggregation and Prediction with Item Features},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {748--756},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/chiang17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChiangHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ChenZSYH17,
author = {Pin{-}Yu Chen and
Huan Zhang and
Yash Sharma and
Jinfeng Yi and
Cho{-}Jui Hsieh},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {{ZOO:} Zeroth Order Optimization Based Black-box Attacks to Deep Neural
Networks without Training Substitute Models},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {15--26},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140448},
doi = {10.1145/3128572.3140448},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ChenZSYH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FangCH17,
author = {Huang Fang and
Minhao Cheng and
Cho{-}Jui Hsieh},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {A Hyperplane-Based Algorithm for Semi-Supervised Dimension Reduction},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {101--110},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.19},
doi = {10.1109/ICDM.2017.19},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FangCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SiZKMDH17,
author = {Si Si and
Huan Zhang and
S. Sathiya Keerthi and
Dhruv Mahajan and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
editor = {Doina Precup and
Yee Whye Teh},
title = {Gradient Boosted Decision Trees for High Dimensional Sparse Output},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3182--3190},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/si17a.html},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SiZKMDH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FujiiHH17,
author = {Kevin Fujii and
Fushing Hsieh and
Cho{-}Jui Hsieh},
editor = {Xuewen Chen and
Bo Luo and
Feng Luo and
Vasile Palade and
M. Arif Wani},
title = {Computable Expert Knowledge in Computer Games},
booktitle = {16th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2017, Cancun, Mexico, December 18-21, 2017},
pages = {749--754},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICMLA.2017.00-69},
doi = {10.1109/ICMLA.2017.00-69},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/FujiiHH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/FangZSH17,
author = {Huang Fang and
Zhen Zhang and
Yiqun Shao and
Cho{-}Jui Hsieh},
editor = {Carles Sierra},
title = {Improved Bounded Matrix Completion for Large-Scale Recommender Systems},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {1654--1660},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/229},
doi = {10.24963/IJCAI.2017/229},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/FangZSH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HsiehSD17,
author = {Cho{-}Jui Hsieh and
Si Si and
Inderjit S. Dhillon},
title = {Communication-Efficient Distributed Block Minimization for Nonlinear
Kernel Machines},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {245--254},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098080},
doi = {10.1145/3097983.3098080},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HsiehSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuHS17,
author = {Liwei Wu and
Cho{-}Jui Hsieh and
James Sharpnack},
title = {Large-scale Collaborative Ranking in Near-Linear Time},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {515--524},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098071},
doi = {10.1145/3097983.3098071},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WuHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YiHV0L17,
author = {Jinfeng Yi and
Cho{-}Jui Hsieh and
Kush R. Varshney and
Lijun Zhang and
Yao Li},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Scalable Demand-Aware Recommendation},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {2412--2421},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/9aa42b31882ec039965f3c4923ce901b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/YiHV0L17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LianZZHZL17,
author = {Xiangru Lian and
Ce Zhang and
Huan Zhang and
Cho{-}Jui Hsieh and
Wei Zhang and
Ji Liu},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Can Decentralized Algorithms Outperform Centralized Algorithms? {A}
Case Study for Decentralized Parallel Stochastic Gradient Descent},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {5330--5340},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/f75526659f31040afeb61cb7133e4e6d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LianZZHZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuHLD17,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Qi Lei and
Inderjit S. Dhillon},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {A Greedy Approach for Budgeted Maximum Inner Product Search},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {5453--5462},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/39d352b0395ba768e18f042c6e2a8621-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YuHLD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YiHV0L17,
author = {Jinfeng Yi and
Cho{-}Jui Hsieh and
Kush R. Varshney and
Lijun Zhang and
Yao Li},
title = {Positive-Unlabeled Demand-Aware Recommendation},
journal = {CoRR},
volume = {abs/1702.06347},
year = {2017},
url = {http://arxiv.org/abs/1702.06347},
eprinttype = {arXiv},
eprint = {1702.06347},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YiHV0L17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LianZZHZL17,
author = {Xiangru Lian and
Ce Zhang and
Huan Zhang and
Cho{-}Jui Hsieh and
Wei Zhang and
Ji Liu},
title = {Can Decentralized Algorithms Outperform Centralized Algorithms? {A}
Case Study for Decentralized Parallel Stochastic Gradient Descent},
journal = {CoRR},
volume = {abs/1705.09056},
year = {2017},
url = {http://arxiv.org/abs/1705.09056},
eprinttype = {arXiv},
eprint = {1705.09056},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LianZZHZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangSH17,
author = {Huan Zhang and
Si Si and
Cho{-}Jui Hsieh},
title = {GPU-acceleration for Large-scale Tree Boosting},
journal = {CoRR},
volume = {abs/1706.08359},
year = {2017},
url = {http://arxiv.org/abs/1706.08359},
eprinttype = {arXiv},
eprint = {1706.08359},
timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangSH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-03999,
author = {Pin{-}Yu Chen and
Huan Zhang and
Yash Sharma and
Jinfeng Yi and
Cho{-}Jui Hsieh},
title = {{ZOO:} Zeroth Order Optimization based Black-box Attacks to Deep Neural
Networks without Training Substitute Models},
journal = {CoRR},
volume = {abs/1708.03999},
year = {2017},
url = {http://arxiv.org/abs/1708.03999},
eprinttype = {arXiv},
eprint = {1708.03999},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-03999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-08552,
author = {Xuanqing Liu and
Cho{-}Jui Hsieh and
Jason D. Lee and
Yuekai Sun},
title = {An inexact subsampled proximal Newton-type method for large-scale
machine learning},
journal = {CoRR},
volume = {abs/1708.08552},
year = {2017},
url = {http://arxiv.org/abs/1708.08552},
eprinttype = {arXiv},
eprint = {1708.08552},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-08552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-04114,
author = {Pin{-}Yu Chen and
Yash Sharma and
Huan Zhang and
Jinfeng Yi and
Cho{-}Jui Hsieh},
title = {{EAD:} Elastic-Net Attacks to Deep Neural Networks via Adversarial
Examples},
journal = {CoRR},
volume = {abs/1709.04114},
year = {2017},
url = {http://arxiv.org/abs/1709.04114},
eprinttype = {arXiv},
eprint = {1709.04114},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-04114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-05011,
author = {Yang You and
Zhao Zhang and
Cho{-}Jui Hsieh and
James Demmel},
title = {100-epoch ImageNet Training with AlexNet in 24 Minutes},
journal = {CoRR},
volume = {abs/1709.05011},
year = {2017},
url = {http://arxiv.org/abs/1709.05011},
eprinttype = {arXiv},
eprint = {1709.05011},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-05011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-00673,
author = {Xuanqing Liu and
Minhao Cheng and
Huan Zhang and
Cho{-}Jui Hsieh},
title = {Towards Robust Neural Networks via Random Self-ensemble},
journal = {CoRR},
volume = {abs/1712.00673},
year = {2017},
url = {http://arxiv.org/abs/1712.00673},
eprinttype = {arXiv},
eprint = {1712.00673},
timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-00673.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-02051,
author = {Hongge Chen and
Huan Zhang and
Pin{-}Yu Chen and
Jinfeng Yi and
Cho{-}Jui Hsieh},
title = {Show-and-Fool: Crafting Adversarial Examples for Neural Image Captioning},
journal = {CoRR},
volume = {abs/1712.02051},
year = {2017},
url = {http://arxiv.org/abs/1712.02051},
eprinttype = {arXiv},
eprint = {1712.02051},
timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-02051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/YuHYVD16,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Hyokun Yun and
S. V. N. Vishwanathan and
Inderjit S. Dhillon},
title = {Nomadic Computing for Big Data Analytics},
journal = {Computer},
volume = {49},
number = {4},
pages = {52--60},
year = {2016},
url = {https://doi.org/10.1109/MC.2016.116},
doi = {10.1109/MC.2016.116},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/YuHYVD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/HsiehFH16,
author = {Fushing Hsieh and
Kevin Fujii and
Cho{-}Jui Hsieh},
title = {Machine Learning Meliorates Computing and Robustness in Discrete Combinatorial
Optimization Problems},
journal = {Frontiers Appl. Math. Stat.},
volume = {2},
pages = {20},
year = {2016},
url = {https://doi.org/10.3389/fams.2016.00020},
doi = {10.3389/FAMS.2016.00020},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fams/HsiehFH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangH16,
author = {Huan Zhang and
Cho{-}Jui Hsieh},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Fixing the Convergence Problems in Parallel Asynchronous Dual Coordinate
Descent},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {619--628},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0073},
doi = {10.1109/ICDM.2016.0073},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangHA16,
author = {Huan Zhang and
Cho{-}Jui Hsieh and
Venkatesh Akella},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {HogWild++: {A} New Mechanism for Decentralized Asynchronous Stochastic
Gradient Descent},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {629--638},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0074},
doi = {10.1109/ICDM.2016.0074},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangHA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChiangHD16,
author = {Kai{-}Yang Chiang and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Robust Principal Component Analysis with Side Information},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2291--2299},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/chiang16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChiangHD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SiHD16,
author = {Si Si and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Computationally Efficient Nystr{\"{o}}m Approximation using Fast
Transforms},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2655--2663},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/si16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SiHD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SiCHRD16,
author = {Si Si and
Kai{-}Yang Chiang and
Cho{-}Jui Hsieh and
Nikhil Rao and
Inderjit S. Dhillon},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Goal-Directed Inductive Matrix Completion},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1165--1174},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939809},
doi = {10.1145/2939672.2939809},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SiCHRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LianZHHL16,
author = {Xiangru Lian and
Huan Zhang and
Cho{-}Jui Hsieh and
Yijun Huang and
Ji Liu},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic
Parallel Optimization from Zeroth-Order to First-Order},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3054--3062},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/db1915052d15f7815c8b88e879465a1e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LianZHHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YouLLYDDH16,
author = {Yang You and
Xiangru Lian and
Ji Liu and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon and
James Demmel and
Cho{-}Jui Hsieh},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Asynchronous Parallel Greedy Coordinate Descent},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4682--4690},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/43e4e6a6f341e00671e123714de019a8-Abstract.html},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YouLLYDDH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsiehSD16,
author = {Cho{-}Jui Hsieh and
Si Si and
Inderjit S. Dhillon},
title = {Communication-Efficient Parallel Block Minimization for Kernel Machines},
journal = {CoRR},
volume = {abs/1608.02010},
year = {2016},
url = {http://arxiv.org/abs/1608.02010},
eprinttype = {arXiv},
eprint = {1608.02010},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsiehSD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuHLD16,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Qi Lei and
Inderjit S. Dhillon},
title = {A Greedy Approach for Budgeted Maximum Inner Product Search},
journal = {CoRR},
volume = {abs/1610.03317},
year = {2016},
url = {http://arxiv.org/abs/1610.03317},
eprinttype = {arXiv},
eprint = {1610.03317},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuHLD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehYD15,
author = {Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon},
editor = {Francis R. Bach and
David M. Blei},
title = {PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2370--2379},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hsieha15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/HsiehYD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehND15,
author = {Cho{-}Jui Hsieh and
Nagarajan Natarajan and
Inderjit S. Dhillon},
editor = {Francis R. Bach and
David M. Blei},
title = {{PU} Learning for Matrix Completion},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2445--2453},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hsiehb15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HsiehND15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YenZHRD15,
author = {Ian En{-}Hsu Yen and
Kai Zhong and
Cho{-}Jui Hsieh and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Sparse Linear Programming via Primal and Dual Augmented Coordinate
Descent},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2368--2376},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/0966289037ad9846c5e994be2a91bafa-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YenZHRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChiangHD15,
author = {Kai{-}Yang Chiang and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Matrix Completion with Noisy Side Information},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3447--3455},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/0609154fa35b3194026346c9cac2a248-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChiangHD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YuHYVD15,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Hyokun Yun and
S. V. N. Vishwanathan and
Inderjit S. Dhillon},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {A Scalable Asynchronous Distributed Algorithm for Topic Modeling},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {1340--1350},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741682},
doi = {10.1145/2736277.2741682},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/YuHYVD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsiehYD15,
author = {Cho{-}Jui Hsieh and
Hsiang{-}Fu Yu and
Inderjit S. Dhillon},
title = {PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent},
journal = {CoRR},
volume = {abs/1504.01365},
year = {2015},
url = {http://arxiv.org/abs/1504.01365},
eprinttype = {arXiv},
eprint = {1504.01365},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsiehYD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChiangHNDT14,
author = {Kai{-}Yang Chiang and
Cho{-}Jui Hsieh and
Nagarajan Natarajan and
Inderjit S. Dhillon and
Ambuj Tewari},
title = {Prediction and clustering in signed networks: a local to global perspective},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {1177--1213},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2638573},
doi = {10.5555/2627435.2638573},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChiangHNDT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HsiehSDR14,
author = {Cho{-}Jui Hsieh and
M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon and
Pradeep Ravikumar},
title = {{QUIC:} quadratic approximation for sparse inverse covariance estimation},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {2911--2947},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2697058},
doi = {10.5555/2627435.2697058},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HsiehSDR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/YuHSD14,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Si Si and
Inderjit S. Dhillon},
title = {Parallel matrix factorization for recommender systems},
journal = {Knowl. Inf. Syst.},
volume = {41},
number = {3},
pages = {793--819},
year = {2014},
url = {https://doi.org/10.1007/s10115-013-0682-2},
doi = {10.1007/S10115-013-0682-2},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/YuHSD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/YunYHVD14,
author = {Hyokun Yun and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
S. V. N. Vishwanathan and
Inderjit S. Dhillon},
title = {{NOMAD:} Nonlocking, stOchastic Multi-machine algorithm for Asynchronous
and Decentralized matrix completion},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {11},
pages = {975--986},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p975-yun.pdf},
doi = {10.14778/2732967.2732973},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/YunYHVD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehSD14,
author = {Cho{-}Jui Hsieh and
Si Si and
Inderjit S. Dhillon},
title = {A Divide-and-Conquer Solver for Kernel Support Vector Machines},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {566--574},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/hsieha14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/HsiehSD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehO14,
author = {Cho{-}Jui Hsieh and
Peder A. Olsen},
title = {Nuclear Norm Minimization via Active Subspace Selection},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {575--583},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/hsiehb14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HsiehO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SiHD14,
author = {Si Si and
Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
title = {Memory Efficient Kernel Approximation},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {701--709},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/si14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SiHD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YenHRD14,
author = {Ian En{-}Hsu Yen and
Cho{-}Jui Hsieh and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Constant Nullspace Strong Convexity and Fast Convergence of Proximal
Methods under High-Dimensional Settings},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1008--1016},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/f76a89f0cb91bc419542ce9fa43902dc-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YenHRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsiehDRBO14,
author = {Cho{-}Jui Hsieh and
Inderjit S. Dhillon and
Pradeep Ravikumar and
Stephen Becker and
Peder A. Olsen},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {{QUIC} {\&} {DIRTY:} {A} Quadratic Approximation Approach for
Dirty Statistical Models},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2006--2014},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/03f544613917945245041ea1581df0c2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HsiehDRBO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsiehSD14,
author = {Cho{-}Jui Hsieh and
Si Si and
Inderjit S. Dhillon},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Fast Prediction for Large-Scale Kernel Machines},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {3689--3697},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/de03beffeed9da5f3639a621bcab5dd4-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HsiehSD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsiehND14,
author = {Cho{-}Jui Hsieh and
Nagarajan Natarajan and
Inderjit S. Dhillon},
title = {{PU} Learning for Matrix Completion},
journal = {CoRR},
volume = {abs/1411.6081},
year = {2014},
url = {http://arxiv.org/abs/1411.6081},
eprinttype = {arXiv},
eprint = {1411.6081},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsiehND14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuHYVD14,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Hyokun Yun and
S. V. N. Vishwanathan and
Inderjit S. Dhillon},
title = {A Scalable Asynchronous Distributed Algorithm for Topic Modeling},
journal = {CoRR},
volume = {abs/1412.4986},
year = {2014},
url = {http://arxiv.org/abs/1412.4986},
eprinttype = {arXiv},
eprint = {1412.4986},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuHYVD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangBHRD13,
author = {Huahua Wang and
Arindam Banerjee and
Cho{-}Jui Hsieh and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Large Scale Distributed Sparse Precision Estimation},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {584--592},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/52720e003547c70561bf5e03b95aa99f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangBHRD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsiehSDRP13,
author = {Cho{-}Jui Hsieh and
M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon and
Pradeep Ravikumar and
Russell A. Poldrack},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {{BIG} {\&} {QUIC:} Sparse Inverse Covariance Estimation for a
Million Variables},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {3165--3173},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/1abb1e1ea5f481b589da52303b091cbb-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HsiehSDRP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HsiehTAHS13,
author = {Cho{-}Jui Hsieh and
Mitul Tiwari and
Deepak Agarwal and
Xinyi (Lisa) Huang and
Sam Shah},
editor = {Daniel Schwabe and
Virg{\'{\i}}lio A. F. Almeida and
Hartmut Glaser and
Ricardo Baeza{-}Yates and
Sue B. Moon},
title = {Organizational overlap on social networks and its applications},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013},
pages = {571--582},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488388.2488439},
doi = {10.1145/2488388.2488439},
timestamp = {Sun, 22 Sep 2019 18:15:38 +0200},
biburl = {https://dblp.org/rec/conf/www/HsiehTAHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-5145,
author = {Kai{-}Yang Chiang and
Cho{-}Jui Hsieh and
Nagarajan Natarajan and
Ambuj Tewari and
Inderjit S. Dhillon},
title = {Prediction and Clustering in Signed Networks: {A} Local to Global
Perspective},
journal = {CoRR},
volume = {abs/1302.5145},
year = {2013},
url = {http://arxiv.org/abs/1302.5145},
eprinttype = {arXiv},
eprint = {1302.5145},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-5145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsiehSDR13,
author = {Cho{-}Jui Hsieh and
M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon and
Pradeep Ravikumar},
title = {Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation},
journal = {CoRR},
volume = {abs/1306.3212},
year = {2013},
url = {http://arxiv.org/abs/1306.3212},
eprinttype = {arXiv},
eprint = {1306.3212},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsiehSDR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsiehSD13,
author = {Cho{-}Jui Hsieh and
Si Si and
Inderjit S. Dhillon},
title = {A Divide-and-Conquer Solver for Kernel Support Vector Machines},
journal = {CoRR},
volume = {abs/1311.0914},
year = {2013},
url = {http://arxiv.org/abs/1311.0914},
eprinttype = {arXiv},
eprint = {1311.0914},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsiehSD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YunYHVD13,
author = {Hyokun Yun and
Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
S. V. N. Vishwanathan and
Inderjit S. Dhillon},
title = {{NOMAD:} Non-locking, stOchastic Multi-machine algorithm for Asynchronous
and Decentralized matrix completion},
journal = {CoRR},
volume = {abs/1312.0193},
year = {2013},
url = {http://arxiv.org/abs/1312.0193},
eprinttype = {arXiv},
eprint = {1312.0193},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YunYHVD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YuHCL12,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
title = {Large Linear Classification When Data Cannot Fit in Memory},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {5},
number = {4},
pages = {23:1--23:23},
year = {2012},
url = {https://doi.org/10.1145/2086737.2086743},
doi = {10.1145/2086737.2086743},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/YuHCL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuHSD12,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Si Si and
Inderjit S. Dhillon},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Scalable Coordinate Descent Approaches to Parallel Matrix Factorization
for Recommender Systems},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {765--774},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.168},
doi = {10.1109/ICDM.2012.168},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuHSD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HsiehCD12,
author = {Cho{-}Jui Hsieh and
Kai{-}Yang Chiang and
Inderjit S. Dhillon},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Low rank modeling of signed networks},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {507--515},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339612},
doi = {10.1145/2339530.2339612},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HsiehCD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlslp/DhillonHSR12,
author = {Inderjit S. Dhillon and
Cho{-}Jui Hsieh and
M{\'{a}}ty{\'{a}}s A. Sustik and
Pradeep Ravikumar},
title = {Sparse inverse covariance matrix estimation using quadratic approximation},
booktitle = {2012 Symposium on Machine Learning in Speech and Language Processing,
{MLSLP} 2012, Portland, Oregon, USA, September 14, 2012},
publisher = {{ISCA}},
year = {2012},
url = {http://www.isca-speech.org/archive/mlslp\_2012/ml12\_106.html},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlslp/DhillonHSR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsiehDRB12,
author = {Cho{-}Jui Hsieh and
Inderjit S. Dhillon and
Pradeep Ravikumar and
Arindam Banerjee},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {2339--2347},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/184260348236f9554fe9375772ff966e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HsiehDRB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YuHCL11,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
editor = {Toby Walsh},
title = {Large Linear Classification When Data Cannot Fit in Memory},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {2777--2782},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-462},
doi = {10.5591/978-1-57735-516-8/IJCAI11-462},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YuHCL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HsiehD11,
author = {Cho{-}Jui Hsieh and
Inderjit S. Dhillon},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Fast coordinate descent methods with variable selection for non-negative
matrix factorization},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {1064--1072},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020577},
doi = {10.1145/2020408.2020577},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HsiehD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsiehSDR11,
author = {Cho{-}Jui Hsieh and
M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon and
Pradeep Ravikumar},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2330--2338},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/2ba8698b79439589fdd2b0f7218d8b07-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HsiehSDR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangHCL10,
author = {Fang{-}Lan Huang and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
title = {Iterative Scaling and Coordinate Descent Methods for Maximum Entropy
Models},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {815--848},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756033},
doi = {10.5555/1756006.1756033},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangHCL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChangHCRL10,
author = {Yin{-}Wen Chang and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Michael Ringgaard and
Chih{-}Jen Lin},
title = {Training and Testing Low-degree Polynomial Data Mappings via Linear
{SVM}},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1471--1490},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859899},
doi = {10.5555/1756006.1859899},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChangHCRL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuanCHL10,
author = {Guo{-}Xun Yuan and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Chih{-}Jen Lin},
title = {A Comparison of Optimization Methods and Software for Large-scale
L1-regularized Linear Classification},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3183--3234},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953034},
doi = {10.5555/1756006.1953034},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuanCHL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuHCL10,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Large linear classification when data cannot fit in memory},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {833--842},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835910},
doi = {10.1145/1835804.1835910},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuHCL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuangHCL09,
author = {Fang{-}Lan Huang and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
title = {Iterative Scaling and Coordinate Descent Methods for Maximum Entropy},
booktitle = {{ACL} 2009, Proceedings of the 47th Annual Meeting of the Association
for Computational Linguistics and the 4th International Joint Conference
on Natural Language Processing of the AFNLP, 2-7 August 2009, Singapore,
Short Papers},
pages = {285--288},
publisher = {The Association for Computer Linguistics},
year = {2009},
url = {https://aclanthology.org/P09-2072/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HuangHCL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LoCCCFHKKLLWYLLL09,
author = {Hung{-}Yi Lo and
Kai{-}Wei Chang and
Shang{-}Tse Chen and
Tsung{-}Hsien Chiang and
Chun{-}Sung Ferng and
Cho{-}Jui Hsieh and
Yi{-}Kuang Ko and
Tsung{-}Ting Kuo and
Hung{-}Che Lai and
Ken{-}Yi Lin and
Chia{-}Hsuan Wang and
Hsiang{-}Fu Yu and
Chih{-}Jen Lin and
Hsuan{-}Tien Lin and
Shou{-}De Lin},
editor = {Gideon Dror and
Marc Boull{\'{e}} and
Isabelle Guyon and
Vincent Lemaire and
David Vogel},
title = {An Ensemble of Three Classifiers for {KDD} Cup 2009: Expanded Linear
Model, Heterogeneous Boosting, and Selective Naive Bayes},
booktitle = {Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009},
series = {{JMLR} Proceedings},
volume = {7},
pages = {57--64},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v7/lo09.html},
timestamp = {Wed, 02 Sep 2020 16:33:16 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LoCCCFHKKLLWYLLL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChangHL08,
author = {Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Chih{-}Jen Lin},
title = {Coordinate Descent Method for Large-scale L2-loss Linear Support Vector
Machines},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {1369--1398},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1442778},
doi = {10.5555/1390681.1442778},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChangHL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FanCHWL08,
author = {Rong{-}En Fan and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Xiang{-}Rui Wang and
Chih{-}Jen Lin},
title = {{LIBLINEAR:} {A} Library for Large Linear Classification},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {1871--1874},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1442794},
doi = {10.5555/1390681.1442794},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FanCHWL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehCLKS08,
author = {Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin and
S. Sathiya Keerthi and
S. Sundararajan},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {A dual coordinate descent method for large-scale linear {SVM}},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {408--415},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390208},
doi = {10.1145/1390156.1390208},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HsiehCLKS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KeerthiSCHL08,
author = {S. Sathiya Keerthi and
S. Sundararajan and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Chih{-}Jen Lin},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {A sequential dual method for large scale multi-class linear svms},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {408--416},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401942},
doi = {10.1145/1401890.1401942},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KeerthiSCHL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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