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ORCIDBibTeX records: Tong Zhang 0001
@article{DBLP:journals/access/YiuZL24,
author = {Binnie Wai{-}Keung Yiu and
Tong Zhang and
Cheuk{-}Wing Lee},
title = {Short-Term Load Forecasting Using Regularized Greedy Forest-Based
Ensemble Model},
journal = {{IEEE} Access},
volume = {12},
pages = {112426--112439},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3441642},
doi = {10.1109/ACCESS.2024.3441642},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YiuZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamrev/ChenMSZ24,
author = {Shixiang Chen and
Shiqian Ma and
Anthony Man{-}Cho So and
Tong Zhang},
title = {Nonsmooth Optimization over the Stiefel Manifold and Beyond: Proximal
Gradient Method and Recent Variants},
journal = {{SIAM} Rev.},
volume = {66},
number = {2},
pages = {319--352},
year = {2024},
url = {https://doi.org/10.1137/24m1628578},
doi = {10.1137/24M1628578},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamrev/ChenMSZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WangDJK0024,
author = {Jianyu Wang and
Rudrajit Das and
Gauri Joshi and
Satyen Kale and
Zheng Xu and
Tong Zhang},
title = {On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous
Data},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=zF76Ga4EPs},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangDJK0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DiaoWLPL024,
author = {Shizhe Diao and
Pengcheng Wang and
Yong Lin and
Rui Pan and
Xiang Liu and
Tong Zhang},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Active Prompting with Chain-of-Thought for Large Language Models},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {1330--1350},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.acl-long.73},
timestamp = {Mon, 26 Aug 2024 16:40:51 +0200},
biburl = {https://dblp.org/rec/conf/acl/DiaoWLPL024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/NiuWCS024,
author = {Cheng Niu and
Xingguang Wang and
Xuxin Cheng and
Juntong Song and
Tong Zhang},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Enhancing Dialogue State Tracking Models through LLM-backed User-Agents
Simulation},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {8724--8741},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.acl-long.473},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/NiuWCS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/NiuWZXSZS024,
author = {Cheng Niu and
Yuanhao Wu and
Juno Zhu and
Siliang Xu and
Kashun Shum and
Randy Zhong and
Juntong Song and
Tong Zhang},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {RAGTruth: {A} Hallucination Corpus for Developing Trustworthy Retrieval-Augmented
Language Models},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {10862--10878},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.acl-long.585},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/NiuWZXSZS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HuangZDMZ24,
author = {Xunpeng Huang and
Difan Zou and
Hanze Dong and
Yi{-}An Ma and
Tong Zhang},
editor = {Shipra Agrawal and
Aaron Roth},
title = {Faster Sampling without Isoperimetry via Diffusion-based Monte Carlo},
booktitle = {The Thirty Seventh Annual Conference on Learning Theory, June 30 -
July 3, 2023, Edmonton, Canada},
series = {Proceedings of Machine Learning Research},
volume = {247},
pages = {2438--2493},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v247/huang24a.html},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/HuangZDMZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/00100XZZ0024,
author = {Rui Yang and
Han Zhong and
Jiawei Xu and
Amy Zhang and
Chongjie Zhang and
Lei Han and
Tong Zhang},
title = {Towards Robust Offline Reinforcement Learning under Diverse Data Corruption},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=5hAMmCU0bK},
timestamp = {Mon, 29 Jul 2024 16:19:40 +0200},
biburl = {https://dblp.org/rec/conf/iclr/00100XZZ0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuangDHM024,
author = {Xunpeng Huang and
Hanze Dong and
Yifan Hao and
Yian Ma and
Tong Zhang},
title = {Reverse Diffusion Monte Carlo},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=kIPEyMSdFV},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuangDHM024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LinTHWDZY024,
author = {Yong Lin and
Lu Tan and
Yifan Hao and
Honam Wong and
Hanze Dong and
Weizhong Zhang and
Yujiu Yang and
Tong Zhang},
title = {Spurious Feature Diversification Improves Out-of-distribution Generalization},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=d6H4RBi7RH},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LinTHWDZY024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PanLW024,
author = {Rui Pan and
Yuxing Liu and
Xiaoyu Wang and
Tong Zhang},
title = {Accelerated Convergence of Stochastic Heavy Ball Method under Anisotropic
Gradient Noise},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=CIqjp9yTDq},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PanLW024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0015DYW0J0024,
author = {Wei Xiong and
Hanze Dong and
Chenlu Ye and
Ziqi Wang and
Han Zhong and
Heng Ji and
Nan Jiang and
Tong Zhang},
title = {Iterative Preference Learning from Human Feedback: Bridging Theory
and Practice for {RLHF} under KL-constraint},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=c1AKcA6ry1},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/0015DYW0J0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalQR024,
author = {Alekh Agarwal and
Jian Qian and
Alexander Rakhlin and
Tong Zhang},
title = {The Non-linear F-Design and Applications to Interactive Learning},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=MMMHufVc2v},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AgarwalQR024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangZDM024,
author = {Xunpeng Huang and
Difan Zou and
Hanze Dong and
Yian Ma and
Tong Zhang},
title = {Faster Sampling via Stochastic Gradient Proximal Sampler},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=7gEcbhMqKU},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuangZDM024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YeHG024,
author = {Chenlu Ye and
Jiafan He and
Quanquan Gu and
Tong Zhang},
title = {Towards Robust Model-Based Reinforcement Learning Against Adversarial
Corruption},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=Z0S6fUdW68},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YeHG024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangLQK024,
author = {Dake Zhang and
Boxiang Lyu and
Shuang Qiu and
Mladen Kolar and
Tong Zhang},
title = {Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=InUUQkExsw},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangLQK024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/PaatLY024,
author = {Helbert Paat and
Qing Lian and
Weilong Yao and
Tong Zhang},
title = {{MEDL-U:} Uncertainty-aware 3D Automatic Annotation based on Evidential
Deep Learning},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2024, Yokohama, Japan, May 13-17, 2024},
pages = {13976--13982},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICRA57147.2024.10610597},
doi = {10.1109/ICRA57147.2024.10610597},
timestamp = {Mon, 19 Aug 2024 15:58:53 +0200},
biburl = {https://dblp.org/rec/conf/icra/PaatLY024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/DiaoPDSZXZ24,
author = {Shizhe Diao and
Rui Pan and
Hanze Dong and
Kashun Shum and
Jipeng Zhang and
Wei Xiong and
Tong Zhang},
editor = {Kai{-}Wei Chang and
Annie Lee and
Nazneen Rajani},
title = {LMFlow: An Extensible Toolkit for Finetuning and Inference of Large
Foundation Models},
booktitle = {Proceedings of the 2024 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies:
System Demonstrations, {NAACL} 2024, Mexico City, Mexico, June 16-21,
2024},
pages = {116--127},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.naacl-demo.12},
doi = {10.18653/V1/2024.NAACL-DEMO.12},
timestamp = {Thu, 12 Sep 2024 13:29:32 +0200},
biburl = {https://dblp.org/rec/conf/naacl/DiaoPDSZXZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhangRSZJ24,
author = {Zixuan Zhang and
Revanth Gangi Reddy and
Kevin Small and
Tong Zhang and
Heng Ji},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {Towards Better Generalization in Open-Domain Question Answering by
Mitigating Context Memorization},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2024, Mexico City, Mexico, June 16-21, 2024},
pages = {742--753},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-naacl.48},
doi = {10.18653/V1/2024.FINDINGS-NAACL.48},
timestamp = {Thu, 12 Sep 2024 13:29:32 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ZhangRSZJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhangDLFL0CJZ24,
author = {Hanning Zhang and
Shizhe Diao and
Yong Lin and
Yi R. Fung and
Qing Lian and
Xingyao Wang and
Yangyi Chen and
Heng Ji and
Tong Zhang},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {R-Tuning: Instructing Large Language Models to Say 'I Don't Know'},
booktitle = {Proceedings of the 2024 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies
(Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21,
2024},
pages = {7113--7139},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.naacl-long.394},
doi = {10.18653/V1/2024.NAACL-LONG.394},
timestamp = {Fri, 30 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ZhangDLFL0CJZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/starsem/SuZS024,
author = {Ying Su and
Jipeng Zhang and
Yangqiu Song and
Tong Zhang},
editor = {Danushka Bollegala and
Vered Shwartz},
title = {PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs},
booktitle = {Proceedings of the 13th Joint Conference on Lexical and Computational
Semantics, *SEM 2024, Mexico City, Mexico, June 20-21, 2024},
pages = {360--371},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.starsem-1.29},
doi = {10.18653/V1/2024.STARSEM-1.29},
timestamp = {Mon, 12 Aug 2024 18:46:33 +0200},
biburl = {https://dblp.org/rec/conf/starsem/SuZS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-00396,
author = {Yuanhao Wu and
Juno Zhu and
Siliang Xu and
Kashun Shum and
Cheng Niu and
Randy Zhong and
Juntong Song and
Tong Zhang},
title = {RAGTruth: {A} Hallucination Corpus for Developing Trustworthy Retrieval-Augmented
Language Models},
journal = {CoRR},
volume = {abs/2401.00396},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.00396},
doi = {10.48550/ARXIV.2401.00396},
eprinttype = {arXiv},
eprint = {2401.00396},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-00396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-01916,
author = {Ernest Perkowski and
Rui Pan and
Tuan Dung Nguyen and
Yuan{-}Sen Ting and
Sandor Kruk and
Tong Zhang and
Charlie O'Neill and
Maja Jablonska and
Zechang Sun and
Michael J. Smith and
Huiling Liu and
Kevin Schawinski and
Kartheik Iyer and
Ioana Ciuca and
UniverseTBD},
title = {AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse
Datasets},
journal = {CoRR},
volume = {abs/2401.01916},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.01916},
doi = {10.48550/ARXIV.2401.01916},
eprinttype = {arXiv},
eprint = {2401.01916},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-01916.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-02906,
author = {Renjie Pi and
Tianyang Han and
Yueqi Xie and
Rui Pan and
Qing Lian and
Hanze Dong and
Jipeng Zhang and
Tong Zhang},
title = {MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance},
journal = {CoRR},
volume = {abs/2401.02906},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.02906},
doi = {10.48550/ARXIV.2401.02906},
eprinttype = {arXiv},
eprint = {2401.02906},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-02906.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-06325,
author = {Xunpeng Huang and
Difan Zou and
Hanze Dong and
Yian Ma and
Tong Zhang},
title = {Faster Sampling without Isoperimetry via Diffusion-based Monte Carlo},
journal = {CoRR},
volume = {abs/2401.06325},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06325},
doi = {10.48550/ARXIV.2401.06325},
eprinttype = {arXiv},
eprint = {2401.06325},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-12236,
author = {Yifan Hao and
Tong Zhang},
title = {The Surprising Harmfulness of Benign Overfitting for Adversarial Robustness},
journal = {CoRR},
volume = {abs/2401.12236},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.12236},
doi = {10.48550/ARXIV.2401.12236},
eprinttype = {arXiv},
eprint = {2401.12236},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-12236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-17536,
author = {Ying Su and
Jipeng Zhang and
Yangqiu Song and
Tong Zhang},
title = {PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs},
journal = {CoRR},
volume = {abs/2401.17536},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.17536},
doi = {10.48550/ARXIV.2401.17536},
eprinttype = {arXiv},
eprint = {2401.17536},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-17536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03757,
author = {Tianyang Han and
Qing Lian and
Rui Pan and
Renjie Pi and
Jipeng Zhang and
Shizhe Diao and
Yong Lin and
Tong Zhang},
title = {The Instinctive Bias: Spurious Images lead to Hallucination in MLLMs},
journal = {CoRR},
volume = {abs/2402.03757},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03757},
doi = {10.48550/ARXIV.2402.03757},
eprinttype = {arXiv},
eprint = {2402.03757},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07314,
author = {Chenlu Ye and
Wei Xiong and
Yuheng Zhang and
Nan Jiang and
Tong Zhang},
title = {A Theoretical Analysis of Nash Learning from Human Feedback under
General KL-Regularized Preference},
journal = {CoRR},
volume = {abs/2402.07314},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07314},
doi = {10.48550/ARXIV.2402.07314},
eprinttype = {arXiv},
eprint = {2402.07314},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08991,
author = {Chenlu Ye and
Jiafan He and
Quanquan Gu and
Tong Zhang},
title = {Towards Robust Model-Based Reinforcement Learning Against Adversarial
Corruption},
journal = {CoRR},
volume = {abs/2402.08991},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08991},
doi = {10.48550/ARXIV.2402.08991},
eprinttype = {arXiv},
eprint = {2402.08991},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08991.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09666,
author = {Ying Su and
Tianqing Fang and
Huiru Xiao and
Weiqi Wang and
Yangqiu Song and
Tong Zhang and
Lei Chen},
title = {EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph
Completion},
journal = {CoRR},
volume = {abs/2402.09666},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09666},
doi = {10.48550/ARXIV.2402.09666},
eprinttype = {arXiv},
eprint = {2402.09666},
timestamp = {Fri, 26 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18571,
author = {Haoxiang Wang and
Yong Lin and
Wei Xiong and
Rui Yang and
Shizhe Diao and
Shuang Qiu and
Han Zhao and
Tong Zhang},
title = {Arithmetic Control of LLMs for Diverse User Preferences: Directional
Preference Alignment with Multi-Objective Rewards},
journal = {CoRR},
volume = {abs/2402.18571},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18571},
doi = {10.48550/ARXIV.2402.18571},
eprinttype = {arXiv},
eprint = {2402.18571},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06183,
author = {Xunpeng Huang and
Hanze Dong and
Difan Zou and
Tong Zhang},
title = {An Improved Analysis of Langevin Algorithms with Prior Diffusion for
Non-Log-Concave Sampling},
journal = {CoRR},
volume = {abs/2403.06183},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.06183},
doi = {10.48550/ARXIV.2403.06183},
eprinttype = {arXiv},
eprint = {2403.06183},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-06183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08730,
author = {Renjie Pi and
Tianyang Han and
Wei Xiong and
Jipeng Zhang and
Runtao Liu and
Rui Pan and
Tong Zhang},
title = {Strengthening Multimodal Large Language Model with Bootstrapped Preference
Optimization},
journal = {CoRR},
volume = {abs/2403.08730},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08730},
doi = {10.48550/ARXIV.2403.08730},
eprinttype = {arXiv},
eprint = {2403.08730},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11497,
author = {Qizhou Wang and
Yong Lin and
Yongqiang Chen and
Ludwig Schmidt and
Bo Han and
Tong Zhang},
title = {Do CLIPs Always Generalize Better than ImageNet Models?},
journal = {CoRR},
volume = {abs/2403.11497},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11497},
doi = {10.48550/ARXIV.2403.11497},
eprinttype = {arXiv},
eprint = {2403.11497},
timestamp = {Wed, 17 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17592,
author = {Yifan Hao and
Yong Lin and
Difan Zou and
Tong Zhang},
title = {On the Benefits of Over-parameterization for Out-of-Distribution Generalization},
journal = {CoRR},
volume = {abs/2403.17592},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17592},
doi = {10.48550/ARXIV.2403.17592},
eprinttype = {arXiv},
eprint = {2403.17592},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17919,
author = {Rui Pan and
Xiang Liu and
Shizhe Diao and
Renjie Pi and
Jipeng Zhang and
Chi Han and
Tong Zhang},
title = {{LISA:} Layerwise Importance Sampling for Memory-Efficient Large Language
Model Fine-Tuning},
journal = {CoRR},
volume = {abs/2403.17919},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17919},
doi = {10.48550/ARXIV.2403.17919},
eprinttype = {arXiv},
eprint = {2403.17919},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17919.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01652,
author = {Zixuan Zhang and
Revanth Gangi Reddy and
Kevin Small and
Tong Zhang and
Heng Ji},
title = {Towards Better Generalization in Open-Domain Question Answering by
Mitigating Context Memorization},
journal = {CoRR},
volume = {abs/2404.01652},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01652},
doi = {10.48550/ARXIV.2404.01652},
eprinttype = {arXiv},
eprint = {2404.01652},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-03578,
author = {Miao Lu and
Han Zhong and
Tong Zhang and
Jose H. Blanchet},
title = {Distributionally Robust Reinforcement Learning with Interactive Data
Collection: Fundamental Hardness and Near-Optimal Algorithm},
journal = {CoRR},
volume = {abs/2404.03578},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.03578},
doi = {10.48550/ARXIV.2404.03578},
eprinttype = {arXiv},
eprint = {2404.03578},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-03578.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-07863,
author = {Hanze Dong and
Wei Xiong and
Bo Pang and
Haoxiang Wang and
Han Zhao and
Yingbo Zhou and
Nan Jiang and
Doyen Sahoo and
Caiming Xiong and
Tong Zhang},
title = {{RLHF} Workflow: From Reward Modeling to Online {RLHF}},
journal = {CoRR},
volume = {abs/2405.07863},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.07863},
doi = {10.48550/ARXIV.2405.07863},
eprinttype = {arXiv},
eprint = {2405.07863},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-07863.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-13037,
author = {Cheng Niu and
Xingguang Wang and
Xuxin Cheng and
Juntong Song and
Tong Zhang},
title = {Enhancing Dialogue State Tracking Models through LLM-backed User-Agents
Simulation},
journal = {CoRR},
volume = {abs/2405.13037},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.13037},
doi = {10.48550/ARXIV.2405.13037},
eprinttype = {arXiv},
eprint = {2405.13037},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-13037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-16387,
author = {Xunpeng Huang and
Difan Zou and
Hanze Dong and
Yi Zhang and
Yi{-}An Ma and
Tong Zhang},
title = {Reverse Transition Kernel: {A} Flexible Framework to Accelerate Diffusion
Inference},
journal = {CoRR},
volume = {abs/2405.16387},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.16387},
doi = {10.48550/ARXIV.2405.16387},
eprinttype = {arXiv},
eprint = {2405.16387},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-16387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-16734,
author = {Xunpeng Huang and
Difan Zou and
Yi{-}An Ma and
Hanze Dong and
Tong Zhang},
title = {Faster Sampling via Stochastic Gradient Proximal Sampler},
journal = {CoRR},
volume = {abs/2405.16734},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.16734},
doi = {10.48550/ARXIV.2405.16734},
eprinttype = {arXiv},
eprint = {2405.16734},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-16734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-10216,
author = {Rui Yang and
Ruomeng Ding and
Yong Lin and
Huan Zhang and
Tong Zhang},
title = {Regularizing Hidden States Enables Learning Generalizable Reward Model
for LLMs},
journal = {CoRR},
volume = {abs/2406.10216},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.10216},
doi = {10.48550/ARXIV.2406.10216},
eprinttype = {arXiv},
eprint = {2406.10216},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-10216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-10289,
author = {Cheng Niu and
Yang Guan and
Yuanhao Wu and
Juno Zhu and
Juntong Song and
Randy Zhong and
Kaihua Zhu and
Siliang Xu and
Shizhe Diao and
Tong Zhang},
title = {VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable
Reasoning},
journal = {CoRR},
volume = {abs/2406.10289},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.10289},
doi = {10.48550/ARXIV.2406.10289},
eprinttype = {arXiv},
eprint = {2406.10289},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-10289.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12845,
author = {Haoxiang Wang and
Wei Xiong and
Tengyang Xie and
Han Zhao and
Tong Zhang},
title = {Interpretable Preferences via Multi-Objective Reward Modeling and
Mixture-of-Experts},
journal = {CoRR},
volume = {abs/2406.12845},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12845},
doi = {10.48550/ARXIV.2406.12845},
eprinttype = {arXiv},
eprint = {2406.12845},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-15244,
author = {Yuxing Liu and
Rui Pan and
Tong Zhang},
title = {Large Batch Analysis for Adagrad Under Anisotropic Smoothness},
journal = {CoRR},
volume = {abs/2406.15244},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.15244},
doi = {10.48550/ARXIV.2406.15244},
eprinttype = {arXiv},
eprint = {2406.15244},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-15244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-19976,
author = {Rui Pan and
Jipeng Zhang and
Xingyuan Pan and
Renjie Pi and
Xiaoyu Wang and
Tong Zhang},
title = {ScaleBiO: Scalable Bilevel Optimization for {LLM} Data Reweighting},
journal = {CoRR},
volume = {abs/2406.19976},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.19976},
doi = {10.48550/ARXIV.2406.19976},
eprinttype = {arXiv},
eprint = {2406.19976},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-19976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-03203,
author = {Ruida Wang and
Jipeng Zhang and
Yizhen Jia and
Rui Pan and
Shizhe Diao and
Renjie Pi and
Tong Zhang},
title = {TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts},
journal = {CoRR},
volume = {abs/2407.03203},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.03203},
doi = {10.48550/ARXIV.2407.03203},
eprinttype = {arXiv},
eprint = {2407.03203},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-03203.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-07631,
author = {Dake Zhang and
Boxiang Lyu and
Shuang Qiu and
Mladen Kolar and
Tong Zhang},
title = {Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning},
journal = {CoRR},
volume = {abs/2407.07631},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.07631},
doi = {10.48550/ARXIV.2407.07631},
eprinttype = {arXiv},
eprint = {2407.07631},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-07631.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-15866,
author = {Rui Xie and
Asad Ul Haq and
Linsen Ma and
Krystal Sun and
Sanchari Sen and
Swagath Venkataramani and
Liu Liu and
Tong Zhang},
title = {SmartQuant: CXL-based {AI} Model Store in Support of Runtime Configurable
Weight Quantization},
journal = {CoRR},
volume = {abs/2407.15866},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.15866},
doi = {10.48550/ARXIV.2407.15866},
eprinttype = {arXiv},
eprint = {2407.15866},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-15866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-17466,
author = {Shuang Qiu and
Dake Zhang and
Rui Yang and
Boxiang Lyu and
Tong Zhang},
title = {Traversing Pareto Optimal Policies: Provably Efficient Multi-Objective
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2407.17466},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.17466},
doi = {10.48550/ARXIV.2407.17466},
eprinttype = {arXiv},
eprint = {2407.17466},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-17466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YeLZ023,
author = {Haishan Ye and
Luo Luo and
Ziang Zhou and
Tong Zhang},
title = {Multi-Consensus Decentralized Accelerated Gradient Descent},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {306:1--306:50},
year = {2023},
url = {http://jmlr.org/papers/v24/22-1210.html},
timestamp = {Thu, 12 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YeLZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DiaoHXLLZZ23,
author = {Shizhe Diao and
Zhichao Huang and
Ruijia Xu and
Xuechun Li and
Yong Lin and
Xiao Zhou and
Tong Zhang},
title = {Black-Box Prompt Learning for Pre-trained Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=IvsGP7xRvm},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/DiaoHXLLZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Dong0GZCPDZS023,
author = {Hanze Dong and
Wei Xiong and
Deepanshu Goyal and
Yihan Zhang and
Winnie Chow and
Rui Pan and
Shizhe Diao and
Jipeng Zhang and
Kashun Shum and
Tong Zhang},
title = {{RAFT:} Reward rAnked FineTuning for Generative Foundation Model Alignment},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=m7p5O7zblY},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Dong0GZCPDZS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0001SXZJZ023,
author = {Yue He and
Xinwei Shen and
Renzhe Xu and
Tong Zhang and
Yong Jiang and
Wenchao Zou and
Peng Cui},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Covariate-Shift Generalization via Random Sample Weighting},
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 = {11828--11836},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i10.26396},
doi = {10.1609/AAAI.V37I10.26396},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0001SXZJZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DiaoXXWZ23,
author = {Shizhe Diao and
Tianyang Xu and
Ruijia Xu and
Jiawei Wang and
Tong Zhang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge
to Pre-trained Language Models' Memories},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {5113--5129},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.280},
doi = {10.18653/V1/2023.ACL-LONG.280},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/DiaoXXWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/QianDZR23,
author = {Xun Qian and
Hanze Dong and
Tong Zhang and
Peter Richt{\'{a}}rik},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Catalyst Acceleration of Error Compensated Methods Leads to Better
Communication Complexity},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {615--649},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/qian23a.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/QianDZR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AgarwalJ023,
author = {Alekh Agarwal and
Yujia Jin and
Tong Zhang},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {{VOQL:} Towards Optimal Regret in Model-free {RL} with Nonlinear Function
Approximation},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {987--1063},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/agarwal23a.html},
timestamp = {Wed, 06 Sep 2023 17:49:05 +0200},
biburl = {https://dblp.org/rec/conf/colt/AgarwalJ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ZhaoHZZG23,
author = {Heyang Zhao and
Jiafan He and
Dongruo Zhou and
Tong Zhang and
Quanquan Gu},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Variance-Dependent Regret Bounds for Linear Bandits and Reinforcement
Learning: Adaptivity and Computational Efficiency},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {4977--5020},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/zhao23a.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/ZhaoHZZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShumDZ23,
author = {Kashun Shum and
Shizhe Diao and
Tong Zhang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Automatic Prompt Augmentation and Selection with Chain-of-Thought
from Labeled Data},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {12113--12139},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.811},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.811},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ShumDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DiaoLPFZKKZ23,
author = {Shizhe Diao and
Yongyu Lei and
Liangming Pan and
Tianqing Fang and
Wangchunshu Zhou and
Sedrick Scott Keh and
Min{-}Yen Kan and
Tong Zhang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Doolittle: Benchmarks and Corpora for Academic Writing Formalization},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {13093--13111},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.809},
doi = {10.18653/V1/2023.EMNLP-MAIN.809},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/DiaoLPFZKKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PiGDPDZYHXKZ23,
author = {Renjie Pi and
Jiahui Gao and
Shizhe Diao and
Rui Pan and
Hanze Dong and
Jipeng Zhang and
Lewei Yao and
Jianhua Han and
Hang Xu and
Lingpeng Kong and
Tong Zhang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {DetGPT: Detect What You Need via Reasoning},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {14172--14189},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.876},
doi = {10.18653/V1/2023.EMNLP-MAIN.876},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PiGDPDZYHXKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/00150S00023,
author = {Wei Xiong and
Han Zhong and
Chengshuai Shi and
Cong Shen and
Liwei Wang and
Tong Zhang},
title = {Nearly Minimax Optimal Offline Reinforcement Learning with Linear
Function Approximation: Single-Agent {MDP} and Markov Game},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=UP\_GHHPw7rP},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/00150S00023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DongWL023,
author = {Hanze Dong and
Xi Wang and
Yong Lin and
Tong Zhang},
title = {Particle-based Variational Inference with Preconditioned Functional
Gradient Flow},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=6OphWWAE3cS},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DongWL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChoSJ0KZ23,
author = {Yae Jee Cho and
Pranay Sharma and
Gauri Joshi and
Zheng Xu and
Satyen Kale and
Tong Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {On the Convergence of Federated Averaging with Cyclic Client Participation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {5677--5721},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/cho23b.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChoSJ0KZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DasKXZS23,
author = {Rudrajit Das and
Satyen Kale and
Zheng Xu and
Tong Zhang and
Sujay Sanghavi},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Beyond Uniform Lipschitz Condition in Differentially Private Optimization},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {7066--7101},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/das23c.html},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DasKXZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002AD023,
author = {Jonathan Lee and
Alekh Agarwal and
Christoph Dann and
Tong Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Learning in POMDPs is Sample-Efficient with Hindsight Observability},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {18733--18773},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/lee23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002AD023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Wang0Z23,
author = {Xiaoyu Wang and
Mikael Johansson and
Tong Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Generalized Polyak Step Size for First Order Optimization with Momentum},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {35836--35863},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/wang23l.html},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Wang0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangYM0Z023,
author = {Rui Yang and
Lin Yong and
Xiaoteng Ma and
Hao Hu and
Chongjie Zhang and
Tong Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {What is Essential for Unseen Goal Generalization of Offline Goal-conditioned
RL?},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {39543--39571},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/yang23q.html},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangYM0Z023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YeXGZ23,
author = {Chenlu Ye and
Wei Xiong and
Quanquan Gu and
Tong Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear
Contextual Bandits and Markov Decision Processes},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {39834--39863},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/ye23d.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YeXGZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwmm/Ma0Z23,
author = {Linsen Ma and
Rui Xie and
Tong Zhang},
editor = {Stephen M. Blackburn and
Erez Petrank},
title = {ZipKV: In-Memory Key-Value Store with Built-In Data Compression},
booktitle = {Proceedings of the 2023 {ACM} {SIGPLAN} International Symposium on
Memory Management, {ISMM} 2023, Orlando, FL, USA, 18 June 2023},
pages = {150--162},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3591195.3595273},
doi = {10.1145/3591195.3595273},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwmm/Ma0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001023,
author = {Han Zhong and
Tong Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {A Theoretical Analysis of Optimistic Proximal Policy Optimization
in Linear Markov Decision Processes},
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/e9721921b799b6ea98d37f9e77f1a7fe-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BlanchetLZZ23,
author = {Jose H. Blanchet and
Miao Lu and
Tong Zhang and
Han Zhong},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Double Pessimism is Provably Efficient for Distributionally Robust
Offline Reinforcement Learning: Generic Algorithm and Robust Partial
Coverage},
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/d31b005d817e9c635ec8ffb0fb90190e-Abstract-Conference.html},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BlanchetLZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JohnsonZ23,
author = {Rie Johnson and
Tong Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Inconsistency, Instability, and Generalization Gap of Deep Neural
Network Training},
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/1e58b1bf9f218fcd19e4539e982752a5-Abstract-Conference.html},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JohnsonZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuFZ23,
author = {Yuanshi Liu and
Cong Fang and
Tong Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Double Randomized Underdamped Langevin with Dimension-Independent
Convergence Guarantee},
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/d9af4d6ac714626b652da5616ca71f99-Abstract-Conference.html},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuFZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QiuD00YZ23,
author = {Shuang Qiu and
Ziyu Dai and
Han Zhong and
Zhaoran Wang and
Zhuoran Yang and
Tong Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Posterior Sampling for Competitive {RL:} Function Approximation and
Partial Observation},
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/545a674417b8c4bcae96eceffad1c4f0-Abstract-Conference.html},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/QiuD00YZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YeYGZ23,
author = {Chenlu Ye and
Rui Yang and
Quanquan Gu and
Tong Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Corruption-Robust Offline Reinforcement Learning with General Function
Approximation},
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/71b52a5b3fe2e9303433a174b60e160d-Abstract-Conference.html},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YeYGZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/DiaoKPT0023,
author = {Shizhe Diao and
Sedrick Scott Keh and
Liangming Pan and
Zhiliang Tian and
Yan Song and
Tong Zhang},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Hashtag-Guided Low-Resource Tweet Classification},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {1415--1426},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583194},
doi = {10.1145/3543507.3583194},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/DiaoKPT0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-09819,
author = {Xiao Zhou and
Yong Lin and
Renjie Pi and
Weizhong Zhang and
Renzhe Xu and
Peng Cui and
Tong Zhang},
title = {Model Agnostic Sample Reweighting for Out-of-Distribution Learning},
journal = {CoRR},
volume = {abs/2301.09819},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.09819},
doi = {10.48550/ARXIV.2301.09819},
eprinttype = {arXiv},
eprint = {2301.09819},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-09819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-09880,
author = {Xiao Zhou and
Renjie Pi and
Weizhong Zhang and
Yong Lin and
Tong Zhang},
title = {Probabilistic Bilevel Coreset Selection},
journal = {CoRR},
volume = {abs/2301.09880},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.09880},
doi = {10.48550/ARXIV.2301.09880},
eprinttype = {arXiv},
eprint = {2301.09880},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-09880.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13857,
author = {Jonathan N. Lee and
Alekh Agarwal and
Christoph Dann and
Tong Zhang},
title = {Learning in POMDPs is Sample-Efficient with Hindsight Observability},
journal = {CoRR},
volume = {abs/2301.13857},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13857},
doi = {10.48550/ARXIV.2301.13857},
eprinttype = {arXiv},
eprint = {2301.13857},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03109,
author = {Yae Jee Cho and
Pranay Sharma and
Gauri Joshi and
Zheng Xu and
Satyen Kale and
Tong Zhang},
title = {On the Convergence of Federated Averaging with Cyclic Client Participation},
journal = {CoRR},
volume = {abs/2302.03109},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03109},
doi = {10.48550/ARXIV.2302.03109},
eprinttype = {arXiv},
eprint = {2302.03109},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10143,
author = {Shizhe Diao and
Sedrick Scott Keh and
Liangming Pan and
Zhiliang Tian and
Yan Song and
Tong Zhang},
title = {Hashtag-Guided Low-Resource Tweet Classification},
journal = {CoRR},
volume = {abs/2302.10143},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10143},
doi = {10.48550/ARXIV.2302.10143},
eprinttype = {arXiv},
eprint = {2302.10143},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10143.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10371,
author = {Heyang Zhao and
Jiafan He and
Dongruo Zhou and
Tong Zhang and
Quanquan Gu},
title = {Variance-Dependent Regret Bounds for Linear Bandits and Reinforcement
Learning: Adaptivity and Computational Efficiency},
journal = {CoRR},
volume = {abs/2302.10371},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10371},
doi = {10.48550/ARXIV.2302.10371},
eprinttype = {arXiv},
eprint = {2302.10371},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10371.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12246,
author = {Shizhe Diao and
Pengcheng Wang and
Yong Lin and
Tong Zhang},
title = {Active Prompting with Chain-of-Thought for Large Language Models},
journal = {CoRR},
volume = {abs/2302.12246},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12246},
doi = {10.48550/ARXIV.2302.12246},
eprinttype = {arXiv},
eprint = {2302.12246},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12822,
author = {Kashun Shum and
Shizhe Diao and
Tong Zhang},
title = {Automatic Prompt Augmentation and Selection with Chain-of-Thought
from Labeled Data},
journal = {CoRR},
volume = {abs/2302.12822},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12822},
doi = {10.48550/ARXIV.2302.12822},
eprinttype = {arXiv},
eprint = {2302.12822},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-00970,
author = {Shihong Ding and
Hanze Dong and
Cong Fang and
Zhouchen Lin and
Tong Zhang},
title = {Provable Particle-based Primal-Dual Algorithm for Mixed Nash Equilibrium},
journal = {CoRR},
volume = {abs/2303.00970},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.00970},
doi = {10.48550/ARXIV.2303.00970},
eprinttype = {arXiv},
eprint = {2303.00970},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-00970.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-03092,
author = {Jianqing Fan and
Cong Fang and
Yihong Gu and
Tong Zhang},
title = {Environment Invariant Linear Least Squares},
journal = {CoRR},
volume = {abs/2303.03092},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.03092},
doi = {10.48550/ARXIV.2303.03092},
eprinttype = {arXiv},
eprint = {2303.03092},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-03092.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-06767,
author = {Hanze Dong and
Wei Xiong and
Deepanshu Goyal and
Rui Pan and
Shizhe Diao and
Jipeng Zhang and
Kashun Shum and
Tong Zhang},
title = {{RAFT:} Reward rAnked FineTuning for Generative Foundation Model Alignment},
journal = {CoRR},
volume = {abs/2304.06767},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.06767},
doi = {10.48550/ARXIV.2304.06767},
eprinttype = {arXiv},
eprint = {2304.06767},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-06767.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08841,
author = {Han Zhong and
Tong Zhang},
title = {A Theoretical Analysis of Optimistic Proximal Policy Optimization
in Linear Markov Decision Processes},
journal = {CoRR},
volume = {abs/2305.08841},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.08841},
doi = {10.48550/ARXIV.2305.08841},
eprinttype = {arXiv},
eprint = {2305.08841},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-08841.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09659,
author = {Jose H. Blanchet and
Miao Lu and
Tong Zhang and
Han Zhong},
title = {Double Pessimism is Provably Efficient for Distributionally Robust
Offline Reinforcement Learning: Generic Algorithm and Robust Partial
Coverage},
journal = {CoRR},
volume = {abs/2305.09659},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09659},
doi = {10.48550/ARXIV.2305.09659},
eprinttype = {arXiv},
eprint = {2305.09659},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14167,
author = {Renjie Pi and
Jiahui Gao and
Shizhe Diao and
Rui Pan and
Hanze Dong and
Jipeng Zhang and
Lewei Yao and
Jianhua Han and
Hang Xu and
Lingpeng Kong and
Tong Zhang},
title = {DetGPT: Detect What You Need via Reasoning},
journal = {CoRR},
volume = {abs/2305.14167},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14167},
doi = {10.48550/ARXIV.2305.14167},
eprinttype = {arXiv},
eprint = {2305.14167},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18882,
author = {Rui Yang and
Yong Lin and
Xiaoteng Ma and
Hao Hu and
Chongjie Zhang and
Tong Zhang},
title = {What is Essential for Unseen Goal Generalization of Offline Goal-conditioned
RL?},
journal = {CoRR},
volume = {abs/2305.18882},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18882},
doi = {10.48550/ARXIV.2305.18882},
eprinttype = {arXiv},
eprint = {2305.18882},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18882.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00169,
author = {Rie Johnson and
Tong Zhang},
title = {Inconsistency, Instability, and Generalization Gap of Deep Neural
Network Training},
journal = {CoRR},
volume = {abs/2306.00169},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00169},
doi = {10.48550/ARXIV.2306.00169},
eprinttype = {arXiv},
eprint = {2306.00169},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05406,
author = {Shizhe Diao and
Tianyang Xu and
Ruijia Xu and
Jiawei Wang and
Tong Zhang},
title = {Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge
to Pre-trained Language Models Memories},
journal = {CoRR},
volume = {abs/2306.05406},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05406},
doi = {10.48550/ARXIV.2306.05406},
eprinttype = {arXiv},
eprint = {2306.05406},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-12420,
author = {Shizhe Diao and
Rui Pan and
Hanze Dong and
Kashun Shum and
Jipeng Zhang and
Wei Xiong and
Tong Zhang},
title = {LMFlow: An Extensible Toolkit for Finetuning and Inference of Large
Foundation Models},
journal = {CoRR},
volume = {abs/2306.12420},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.12420},
doi = {10.48550/ARXIV.2306.12420},
eprinttype = {arXiv},
eprint = {2306.12420},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-12420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-02037,
author = {Xunpeng Huang and
Hanze Dong and
Yifan Hao and
Yian Ma and
Tong Zhang},
title = {Monte Carlo Sampling without Isoperimetry: {A} Reverse Diffusion Approach},
journal = {CoRR},
volume = {abs/2307.02037},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.02037},
doi = {10.48550/ARXIV.2307.02037},
eprinttype = {arXiv},
eprint = {2307.02037},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-02037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-02476,
author = {Yong Lin and
Chen Liu and
Chenlu Ye and
Qing Lian and
Yuan Yao and
Tong Zhang},
title = {Optimal Sample Selection Through Uncertainty Estimation and Its Application
in Deep Learning},
journal = {CoRR},
volume = {abs/2309.02476},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.02476},
doi = {10.48550/ARXIV.2309.02476},
eprinttype = {arXiv},
eprint = {2309.02476},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-02476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-06256,
author = {Yong Lin and
Hangyu Lin and
Wei Xiong and
Shizhe Diao and
Jianmeng Liu and
Jipeng Zhang and
Rui Pan and
Haoxiang Wang and
Wenbin Hu and
Hanning Zhang and
Hanze Dong and
Renjie Pi and
Han Zhao and
Nan Jiang and
Yuan Yao and
Tong Zhang},
title = {Mitigating the Alignment Tax of {RLHF}},
journal = {CoRR},
volume = {abs/2309.06256},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.06256},
doi = {10.48550/ARXIV.2309.06256},
eprinttype = {arXiv},
eprint = {2309.06256},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-06256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-09599,
author = {Helbert Paat and
Qing Lian and
Weilong Yao and
Tong Zhang},
title = {{MEDL-U:} Uncertainty-aware 3D Automatic Annotator based on Evidential
Deep Learning},
journal = {CoRR},
volume = {abs/2309.09599},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.09599},
doi = {10.48550/ARXIV.2309.09599},
eprinttype = {arXiv},
eprint = {2309.09599},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-09599.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-17230,
author = {Yong Lin and
Lu Tan and
Yifan Hao and
Honam Wong and
Hanze Dong and
Weizhong Zhang and
Yujiu Yang and
Tong Zhang},
title = {Spurious Feature Diversification Improves Out-of-distribution Generalization},
journal = {CoRR},
volume = {abs/2309.17230},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.17230},
doi = {10.48550/ARXIV.2309.17230},
eprinttype = {arXiv},
eprint = {2309.17230},
timestamp = {Thu, 20 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-17230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12955,
author = {Rui Yang and
Han Zhong and
Jiawei Xu and
Amy Zhang and
Chongjie Zhang and
Lei Han and
Tong Zhang},
title = {Towards Robust Offline Reinforcement Learning under Diverse Data Corruption},
journal = {CoRR},
volume = {abs/2310.12955},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12955},
doi = {10.48550/ARXIV.2310.12955},
eprinttype = {arXiv},
eprint = {2310.12955},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14550,
author = {Chenlu Ye and
Rui Yang and
Quanquan Gu and
Tong Zhang},
title = {Corruption-Robust Offline Reinforcement Learning with General Function
Approximation},
journal = {CoRR},
volume = {abs/2310.14550},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14550},
doi = {10.48550/ARXIV.2310.14550},
eprinttype = {arXiv},
eprint = {2310.14550},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14550.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19861,
author = {Shuang Qiu and
Ziyu Dai and
Han Zhong and
Zhaoran Wang and
Zhuoran Yang and
Tong Zhang},
title = {Posterior Sampling for Competitive {RL:} Function Approximation and
Partial Observation},
journal = {CoRR},
volume = {abs/2310.19861},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19861},
doi = {10.48550/ARXIV.2310.19861},
eprinttype = {arXiv},
eprint = {2310.19861},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19861.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-06612,
author = {Renjie Pi and
Lewei Yao and
Jiahui Gao and
Jipeng Zhang and
Tong Zhang},
title = {PerceptionGPT: Effectively Fusing Visual Perception into {LLM}},
journal = {CoRR},
volume = {abs/2311.06612},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.06612},
doi = {10.48550/ARXIV.2311.06612},
eprinttype = {arXiv},
eprint = {2311.06612},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-06612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-08364,
author = {Rui Pan and
Shuo Xing and
Shizhe Diao and
Xiang Liu and
Kashun Shum and
Jipeng Zhang and
Tong Zhang},
title = {Plum: Prompt Learning using Metaheuristic},
journal = {CoRR},
volume = {abs/2311.08364},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.08364},
doi = {10.48550/ARXIV.2311.08364},
eprinttype = {arXiv},
eprint = {2311.08364},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-08364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09677,
author = {Hanning Zhang and
Shizhe Diao and
Yong Lin and
Yi R. Fung and
Qing Lian and
Xingyao Wang and
Yangyi Chen and
Heng Ji and
Tong Zhang},
title = {R-Tuning: Teaching Large Language Models to Refuse Unknown Questions},
journal = {CoRR},
volume = {abs/2311.09677},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09677},
doi = {10.48550/ARXIV.2311.09677},
eprinttype = {arXiv},
eprint = {2311.09677},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-08917,
author = {Jiaqi Tang and
Hao Lu and
Xiaogang Xu and
Ruizheng Wu and
Sixing Hu and
Tong Zhang and
Tsz Wa Cheng and
Ming Ge and
Ying{-}Cong Chen and
Fugee Tsung},
title = {An Incremental Unified Framework for Small Defect Inspection},
journal = {CoRR},
volume = {abs/2312.08917},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.08917},
doi = {10.48550/ARXIV.2312.08917},
eprinttype = {arXiv},
eprint = {2312.08917},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-08917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11456,
author = {Wei Xiong and
Hanze Dong and
Chenlu Ye and
Han Zhong and
Nan Jiang and
Tong Zhang},
title = {Gibbs Sampling from Human Feedback: {A} Provable {KL-} constrained
Framework for {RLHF}},
journal = {CoRR},
volume = {abs/2312.11456},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11456},
doi = {10.48550/ARXIV.2312.11456},
eprinttype = {arXiv},
eprint = {2312.11456},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-14567,
author = {Rui Pan and
Yuxing Liu and
Xiaoyu Wang and
Tong Zhang},
title = {Accelerated Convergence of Stochastic Heavy Ball Method under Anisotropic
Gradient Noise},
journal = {CoRR},
volume = {abs/2312.14567},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.14567},
doi = {10.48550/ARXIV.2312.14567},
eprinttype = {arXiv},
eprint = {2312.14567},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-14567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FreundM022,
author = {Yoav Freund and
Yi{-}An Ma and
Tong Zhang},
title = {When is the Convergence Time of Langevin Algorithms Dimension Independent?
{A} Composite Optimization Viewpoint},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {214:1--214:32},
year = {2022},
url = {https://jmlr.org/papers/v23/21-1489.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FreundM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0002LDLC022,
author = {Xinwei Shen and
Furui Liu and
Hanze Dong and
Qing Lian and
Zhitang Chen and
Tong Zhang},
title = {Weakly Supervised Disentangled Generative Causal Representation Learning},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {241:1--241:55},
year = {2022},
url = {https://jmlr.org/papers/v23/21-0080.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/0002LDLC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/YangMWZ22,
author = {Minghan Yang and
Andre Milzarek and
Zaiwen Wen and
Tong Zhang},
title = {A stochastic extra-step quasi-Newton method for nonsmooth nonconvex
optimization},
journal = {Math. Program.},
volume = {194},
number = {1},
pages = {257--303},
year = {2022},
url = {https://doi.org/10.1007/s10107-021-01629-y},
doi = {10.1007/S10107-021-01629-Y},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mp/YangMWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/Zhang22,
author = {Tong Zhang},
title = {Feel-Good Thompson Sampling for Contextual Bandits and Reinforcement
Learning},
journal = {{SIAM} J. Math. Data Sci.},
volume = {4},
number = {2},
pages = {834--857},
year = {2022},
url = {https://doi.org/10.1137/21m140924x},
doi = {10.1137/21M140924X},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/Zhang22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/FangGZ022,
author = {Cong Fang and
Yihong Gu and
Weizhong Zhang and
Tong Zhang},
title = {Convex Formulation of Overparameterized Deep Neural Networks},
journal = {{IEEE} Trans. Inf. Theory},
volume = {68},
number = {8},
pages = {5340--5352},
year = {2022},
url = {https://doi.org/10.1109/TIT.2022.3163341},
doi = {10.1109/TIT.2022.3163341},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/FangGZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Zhang0YZRLSZZZ22,
author = {Tong Zhang and
Wei Ye and
Baosong Yang and
Long Zhang and
Xingzhang Ren and
Dayiheng Liu and
Jinan Sun and
Shikun Zhang and
Haibo Zhang and
Wen Zhao},
title = {Frequency-Aware Contrastive Learning for Neural Machine Translation},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {11712--11720},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i10.21426},
doi = {10.1609/AAAI.V36I10.21426},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Zhang0YZRLSZZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SuZSZ22,
author = {Ying Su and
Hongming Zhang and
Yangqiu Song and
Tong Zhang},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting},
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 = {4713--4723},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.323},
doi = {10.18653/V1/2022.ACL-LONG.323},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/SuZSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/Qiao0ZMLZ22,
author = {Zile Qiao and
Wei Ye and
Tong Zhang and
Tong Mo and
Weiping Li and
Shikun Zhang},
editor = {Nicoletta Calzolari and
Chu{-}Ren Huang and
Hansaem Kim and
James Pustejovsky and
Leo Wanner and
Key{-}Sun Choi and
Pum{-}Mo Ryu and
Hsin{-}Hsi Chen and
Lucia Donatelli and
Heng Ji and
Sadao Kurohashi and
Patrizia Paggio and
Nianwen Xue and
Seokhwan Kim and
Younggyun Hahm and
Zhong He and
Tony Kyungil Lee and
Enrico Santus and
Francis Bond and
Seung{-}Hoon Na},
title = {Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question
Answering over Knowledge Graphs},
booktitle = {Proceedings of the 29th International Conference on Computational
Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,
2022},
pages = {1813--1822},
publisher = {International Committee on Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.coling-1.156},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/Qiao0ZMLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/SuZSZ22,
author = {Ying Su and
Hongming Zhang and
Yangqiu Song and
Tong Zhang},
editor = {Nicoletta Calzolari and
Chu{-}Ren Huang and
Hansaem Kim and
James Pustejovsky and
Leo Wanner and
Key{-}Sun Choi and
Pum{-}Mo Ryu and
Hsin{-}Hsi Chen and
Lucia Donatelli and
Heng Ji and
Sadao Kurohashi and
Patrizia Paggio and
Nianwen Xue and
Seokhwan Kim and
Younggyun Hahm and
Zhong He and
Tony Kyungil Lee and
Enrico Santus and
Francis Bond and
Seung{-}Hoon Na},
title = {Multilingual Word Sense Disambiguation with Unified Sense Representation},
booktitle = {Proceedings of the 29th International Conference on Computational
Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,
2022},
pages = {4193--4202},
publisher = {International Committee on Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.coling-1.368},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/coling/SuZSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AgarwalZ22,
author = {Alekh Agarwal and
Tong Zhang},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Minimax Regret Optimization for Robust Machine Learning under Distribution
Shift},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {2704--2729},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/agarwal22b.html},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/AgarwalZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AgarwalZ22a,
author = {Alekh Agarwal and
Tong Zhang},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Non-Linear Reinforcement Learning in Large Action Spaces: Structural
Conditions and Sample-efficiency of Posterior Sampling},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {2776--2814},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/agarwal22c.html},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/AgarwalZ22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LianYXYZ22,
author = {Qing Lian and
Botao Ye and
Ruijia Xu and
Weilong Yao and
Tong Zhang},
title = {Exploring Geometric Consistency for Monocular 3D Object Detection},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {1675--1684},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00173},
doi = {10.1109/CVPR52688.2022.00173},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LianYXYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LinDWZ22,
author = {Yong Lin and
Hanze Dong and
Hao Wang and
Tong Zhang},
title = {Bayesian Invariant Risk Minimization},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {16000--16009},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01555},
doi = {10.1109/CVPR52688.2022.01555},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LinDWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LianXYCZ22,
author = {Qing Lian and
Yanbo Xu and
Weilong Yao and
Yingcong Chen and
Tong Zhang},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Semi-supervised Monocular 3D Object Detection by Multi-view Consistency},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {13668},
pages = {715--731},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20074-8\_41},
doi = {10.1007/978-3-031-20074-8\_41},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LianXYCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SuWFZSZ22,
author = {Ying Su and
Zihao Wang and
Tianqing Fang and
Hongming Zhang and
Yangqiu Song and
Tong Zhang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {{MICO:} {A} Multi-alternative Contrastive Learning Framework for Commonsense
Knowledge Representation},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {1339--1351},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.96},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.96},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/SuWFZSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiLZZL22,
author = {Ziniu Li and
Yingru Li and
Yushun Zhang and
Tong Zhang and
Zhi{-}Quan Luo},
title = {HyperDQN: {A} Randomized Exploration Method for Deep Reinforcement
Learning},
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=X0nrKAXu7g-},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/LiLZZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PanY022,
author = {Rui Pan and
Haishan Ye and
Tong Zhang},
title = {Eigencurve: Optimal Learning Rate Schedule for {SGD} on Quadratic
Objectives with Skewed Hessian Spectrums},
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=rTAclwH46Tb},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PanY022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GentileWZ22,
author = {Claudio Gentile and
Zhilei Wang and
Tong Zhang},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Achieving Minimax Rates in Pool-Based Batch Active Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {7339--7367},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/gentile22a.html},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GentileWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuCELZZ22,
author = {Hao Liu and
Minshuo Chen and
Siawpeng Er and
Wenjing Liao and
Tong Zhang and
Tuo Zhao},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Benefits of Overparameterized Convolutional Residual Networks: Function
Approximation under Smoothness Constraint},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {13669--13703},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/liu22c.html},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuCELZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XiongZSSZ22,
author = {Wei Xiong and
Han Zhong and
Chengshuai Shi and
Cong Shen and
Tong Zhang},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {A Self-Play Posterior Sampling Algorithm for Zero-Sum Markov Games},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {24496--24523},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/xiong22b.html},
timestamp = {Tue, 16 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XiongZSSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuZSZ022,
author = {Renzhe Xu and
Xingxuan Zhang and
Zheyan Shen and
Tong Zhang and
Peng Cui},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {A Theoretical Analysis on Independence-driven Importance Weighting
for Covariate-shift Generalization},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {24803--24829},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/xu22o.html},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XuZSZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhongXTWZWY22,
author = {Han Zhong and
Wei Xiong and
Jiyuan Tan and
Liwei Wang and
Tong Zhang and
Zhaoran Wang and
Zhuoran Yang},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Pessimistic Minimax Value Iteration: Provably Efficient Equilibrium
Learning from Offline Datasets},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {27117--27142},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhong22b.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhongXTWZWY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouLPZXCZ22,
author = {Xiao Zhou and
Yong Lin and
Renjie Pi and
Weizhong Zhang and
Renzhe Xu and
Peng Cui and
Tong Zhang},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Model Agnostic Sample Reweighting for Out-of-Distribution Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {27203--27221},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhou22d.html},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhouLPZXCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouLZZ22,
author = {Xiao Zhou and
Yong Lin and
Weizhong Zhang and
Tong Zhang},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Sparse Invariant Risk Minimization},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {27222--27244},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhou22e.html},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhouLZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouPZLCZ22,
author = {Xiao Zhou and
Renjie Pi and
Weizhong Zhang and
Yong Lin and
Zonghao Chen and
Tong Zhang},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Probabilistic Bilevel Coreset Selection},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {27287--27302},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhou22h.html},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhouPZLCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Agarwal022,
author = {Alekh Agarwal and
Tong Zhang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Model-based {RL} with Optimistic Posterior Sampling: Structural Conditions
and Sample Complexity},
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/e536e43b01a4387a2282c2b04103c802-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Agarwal022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HeZZG22,
author = {Jiafan He and
Dongruo Zhou and
Tong Zhang and
Quanquan Gu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial
Corruptions},
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/df5f94d6ac6e13d830d70536cde9f0d2-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HeZZG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08531,
author = {Shizhe Diao and
Xuechun Li and
Yong Lin and
Zhichao Huang and
Tong Zhang},
title = {Black-box Prompt Learning for Pre-trained Language Models},
journal = {CoRR},
volume = {abs/2201.08531},
year = {2022},
url = {https://arxiv.org/abs/2201.08531},
eprinttype = {arXiv},
eprint = {2201.08531},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05436,
author = {Alekh Agarwal and
Tong Zhang},
title = {Minimax Regret Optimization for Robust Machine Learning under Distribution
Shift},
journal = {CoRR},
volume = {abs/2202.05436},
year = {2022},
url = {https://arxiv.org/abs/2202.05436},
eprinttype = {arXiv},
eprint = {2202.05436},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05448,
author = {Claudio Gentile and
Zhilei Wang and
Tong Zhang},
title = {Achieving Minimax Rates in Pool-Based Batch Active Learning},
journal = {CoRR},
volume = {abs/2202.05448},
year = {2022},
url = {https://arxiv.org/abs/2202.05448},
eprinttype = {arXiv},
eprint = {2202.05448},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05448.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07511,
author = {Han Zhong and
Wei Xiong and
Jiyuan Tan and
Liwei Wang and
Tong Zhang and
Zhaoran Wang and
Zhuoran Yang},
title = {Pessimistic Minimax Value Iteration: Provably Efficient Equilibrium
Learning from Offline Datasets},
journal = {CoRR},
volume = {abs/2202.07511},
year = {2022},
url = {https://arxiv.org/abs/2202.07511},
eprinttype = {arXiv},
eprint = {2202.07511},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-07511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08248,
author = {Alekh Agarwal and
Tong Zhang},
title = {Non-Linear Reinforcement Learning in Large Action Spaces: Structural
Conditions and Sample-efficiency of Posterior Sampling},
journal = {CoRR},
volume = {abs/2203.08248},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08248},
doi = {10.48550/ARXIV.2203.08248},
eprinttype = {arXiv},
eprint = {2203.08248},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-06811,
author = {Jiafan He and
Dongruo Zhou and
Tong Zhang and
Quanquan Gu},
title = {Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial
Corruptions},
journal = {CoRR},
volume = {abs/2205.06811},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.06811},
doi = {10.48550/ARXIV.2205.06811},
eprinttype = {arXiv},
eprint = {2205.06811},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-06811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15512,
author = {Wei Xiong and
Han Zhong and
Chengshuai Shi and
Cong Shen and
Liwei Wang and
Tong Zhang},
title = {Nearly Minimax Optimal Offline Reinforcement Learning with Linear
Function Approximation: Single-Agent {MDP} and Markov Game},
journal = {CoRR},
volume = {abs/2205.15512},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15512},
doi = {10.48550/ARXIV.2205.15512},
eprinttype = {arXiv},
eprint = {2205.15512},
timestamp = {Tue, 16 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01836,
author = {Yi{-}An Ma and
Teodor Vanislavov Marinov and
Tong Zhang},
title = {Dimension Independent Generalization of {DP-SGD} for Overparameterized
Smooth Convex Optimization},
journal = {CoRR},
volume = {abs/2206.01836},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01836},
doi = {10.48550/ARXIV.2206.01836},
eprinttype = {arXiv},
eprint = {2206.01836},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04569,
author = {Hao Liu and
Minshuo Chen and
Siawpeng Er and
Wenjing Liao and
Tong Zhang and
Tuo Zhao},
title = {Benefits of Overparameterized Convolutional Residual Networks: Function
Approximation under Smoothness Constraint},
journal = {CoRR},
volume = {abs/2206.04569},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04569},
doi = {10.48550/ARXIV.2206.04569},
eprinttype = {arXiv},
eprint = {2206.04569},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04723,
author = {Jianyu Wang and
Rudrajit Das and
Gauri Joshi and
Satyen Kale and
Zheng Xu and
Tong Zhang},
title = {On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous
Data},
journal = {CoRR},
volume = {abs/2206.04723},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04723},
doi = {10.48550/ARXIV.2206.04723},
eprinttype = {arXiv},
eprint = {2206.04723},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07659,
author = {Alekh Agarwal and
Tong Zhang},
title = {Model-based {RL} with Optimistic Posterior Sampling: Structural Conditions
and Sample Complexity},
journal = {CoRR},
volume = {abs/2206.07659},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07659},
doi = {10.48550/ARXIV.2206.07659},
eprinttype = {arXiv},
eprint = {2206.07659},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10713,
author = {Rudrajit Das and
Satyen Kale and
Zheng Xu and
Tong Zhang and
Sujay Sanghavi},
title = {Beyond Uniform Lipschitz Condition in Differentially Private Optimization},
journal = {CoRR},
volume = {abs/2206.10713},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10713},
doi = {10.48550/ARXIV.2206.10713},
eprinttype = {arXiv},
eprint = {2206.10713},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10904,
author = {Christoph Dann and
Mehryar Mohri and
Tong Zhang and
Julian Zimmert},
title = {A Provably Efficient Model-Free Posterior Sampling Method for Episodic
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2208.10904},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10904},
doi = {10.48550/ARXIV.2208.10904},
eprinttype = {arXiv},
eprint = {2208.10904},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10904.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-00870,
author = {Zile Qiao and
Wei Ye and
Tong Zhang and
Tong Mo and
Weiping Li and
Shikun Zhang},
title = {Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question
Answering Over Knowledge Graphs},
journal = {CoRR},
volume = {abs/2209.00870},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.00870},
doi = {10.48550/ARXIV.2209.00870},
eprinttype = {arXiv},
eprint = {2209.00870},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-00870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-06853,
author = {Xinwei Shen and
Kani Chen and
Tong Zhang},
title = {Asymptotic Statistical Analysis of f-divergence {GAN}},
journal = {CoRR},
volume = {abs/2209.06853},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.06853},
doi = {10.48550/ARXIV.2209.06853},
eprinttype = {arXiv},
eprint = {2209.06853},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-06853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01907,
author = {Wei Xiong and
Han Zhong and
Chengshuai Shi and
Cong Shen and
Tong Zhang},
title = {A Self-Play Posterior Sampling Algorithm for Zero-Sum Markov Games},
journal = {CoRR},
volume = {abs/2210.01907},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01907},
doi = {10.48550/ARXIV.2210.01907},
eprinttype = {arXiv},
eprint = {2210.01907},
timestamp = {Tue, 16 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01907.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07447,
author = {Ying Su and
Hongming Zhang and
Yangqiu Song and
Tong Zhang},
title = {Multilingual Word Sense Disambiguation with Unified Sense Representation},
journal = {CoRR},
volume = {abs/2210.07447},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07447},
doi = {10.48550/ARXIV.2210.07447},
eprinttype = {arXiv},
eprint = {2210.07447},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07570,
author = {Ying Su and
Zihao Wang and
Tianqing Fang and
Hongming Zhang and
Yangqiu Song and
Tong Zhang},
title = {{MICO:} {A} Multi-alternative Contrastive Learning Framework for Commonsense
Knowledge Representation},
journal = {CoRR},
volume = {abs/2210.07570},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07570},
doi = {10.48550/ARXIV.2210.07570},
eprinttype = {arXiv},
eprint = {2210.07570},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01962,
author = {Han Zhong and
Wei Xiong and
Sirui Zheng and
Liwei Wang and
Zhaoran Wang and
Zhuoran Yang and
Tong Zhang},
title = {{GEC:} {A} Unified Framework for Interactive Decision Making in MDP,
POMDP, and Beyond},
journal = {CoRR},
volume = {abs/2211.01962},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01962},
doi = {10.48550/ARXIV.2211.01962},
eprinttype = {arXiv},
eprint = {2211.01962},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01962.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-11638,
author = {Hanze Dong and
Shizhe Diao and
Weizhong Zhang and
Tong Zhang},
title = {Normalizing Flow with Variational Latent Representation},
journal = {CoRR},
volume = {abs/2211.11638},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.11638},
doi = {10.48550/ARXIV.2211.11638},
eprinttype = {arXiv},
eprint = {2211.11638},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-11638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13954,
author = {Hanze Dong and
Xi Wang and
Yong Lin and
Tong Zhang},
title = {Particle-based Variational Inference with Preconditioned Functional
Gradient Flow},
journal = {CoRR},
volume = {abs/2211.13954},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13954},
doi = {10.48550/ARXIV.2211.13954},
eprinttype = {arXiv},
eprint = {2211.13954},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-17201,
author = {Rui Pan and
Shizhe Diao and
Jianlin Chen and
Tong Zhang},
title = {ExtremeBERT: {A} Toolkit for Accelerating Pretraining of Customized
{BERT}},
journal = {CoRR},
volume = {abs/2211.17201},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.17201},
doi = {10.48550/ARXIV.2211.17201},
eprinttype = {arXiv},
eprint = {2211.17201},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-17201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05949,
author = {Chenlu Ye and
Wei Xiong and
Quanquan Gu and
Tong Zhang},
title = {Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear
Contextual Bandits and Markov Decision Processes},
journal = {CoRR},
volume = {abs/2212.05949},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05949},
doi = {10.48550/ARXIV.2212.05949},
eprinttype = {arXiv},
eprint = {2212.05949},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-06069,
author = {Alekh Agarwal and
Yujia Jin and
Tong Zhang},
title = {{VOQL:} Towards Optimal Regret in Model-free {RL} with Nonlinear Function
Approximation},
journal = {CoRR},
volume = {abs/2212.06069},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.06069},
doi = {10.48550/ARXIV.2212.06069},
eprinttype = {arXiv},
eprint = {2212.06069},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-06069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YeZ21,
author = {Haishan Ye and
Tong Zhang},
title = {DeEPCA: Decentralized Exact {PCA} with Linear Convergence Rate},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {238:1--238:27},
year = {2021},
url = {https://jmlr.org/papers/v22/21-0298.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YeZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/JohnsonZ21,
author = {Rie Johnson and
Tong Zhang},
title = {A Framework of Composite Functional Gradient Methods for Generative
Adversarial Models},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {1},
pages = {17--32},
year = {2021},
url = {https://doi.org/10.1109/TPAMI.2019.2924428},
doi = {10.1109/TPAMI.2019.2924428},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/JohnsonZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/FangDZ21,
author = {Cong Fang and
Hanze Dong and
Tong Zhang},
title = {Mathematical Models of Overparameterized Neural Networks},
journal = {Proc. {IEEE}},
volume = {109},
number = {5},
pages = {683--703},
year = {2021},
url = {https://doi.org/10.1109/JPROC.2020.3048020},
doi = {10.1109/JPROC.2020.3048020},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/FangDZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/ZhangYLZB21,
author = {Kaiqing Zhang and
Zhuoran Yang and
Han Liu and
Tong Zhang and
Tamer Basar},
title = {Finite-Sample Analysis for Decentralized Batch Multiagent Reinforcement
Learning With Networked Agents},
journal = {{IEEE} Trans. Autom. Control.},
volume = {66},
number = {12},
pages = {5925--5940},
year = {2021},
url = {https://doi.org/10.1109/TAC.2021.3049345},
doi = {10.1109/TAC.2021.3049345},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tac/ZhangYLZB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SongWTZCZZW21,
author = {Jun Song and
Yueyang Wang and
Siliang Tang and
Yin Zhang and
Zhigang Chen and
Zhongfei Zhang and
Tong Zhang and
Fei Wu},
title = {Local-Global Memory Neural Network for Medication Prediction},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {4},
pages = {1723--1736},
year = {2021},
url = {https://doi.org/10.1109/TNNLS.2020.2989364},
doi = {10.1109/TNNLS.2020.2989364},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SongWTZCZZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DiaoXSJSZ20,
author = {Shizhe Diao and
Ruijia Xu and
Hongjin Su and
Yilei Jiang and
Yan Song and
Tong Zhang},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Taming Pre-trained Language Models with N-gram Representations for
Low-Resource Domain Adaptation},
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 = {3336--3349},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.259},
doi = {10.18653/V1/2021.ACL-LONG.259},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/DiaoXSJSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/acl/ZhangZYLSZZZ20,
author = {Tong Zhang and
Long Zhang and
Wei Ye and
Bo Li and
Jinan Sun and
Xiaoyu Zhu and
Wen Zhao and
Shikun Zhang},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Point, Disambiguate and Copy: Incorporating Bilingual Dictionaries
for Neural Machine Translation},
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 = {3970--3979},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.307},
doi = {10.18653/V1/2021.ACL-LONG.307},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangZYLSZZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DiaoSSSZ21,
author = {Shizhe Diao and
Xinwei Shen and
Kashun Shum and
Yan Song and
Tong Zhang},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {{TILGAN:} Transformer-based Implicit Latent {GAN} for Diverse and
Coherent Text Generation},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {4844--4858},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.428},
doi = {10.18653/V1/2021.FINDINGS-ACL.428},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/DiaoSSSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FangLYZ21,
author = {Cong Fang and
Jason D. Lee and
Pengkun Yang and
Tong Zhang},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Modeling from Features: a Mean-field Framework for Over-parameterized
Deep Neural Networks},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {1887--1936},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/fang21a.html},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/FangLYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HuangHXZ21,
author = {Zhichao Huang and
Xintong Han and
Jia Xu and
Tong Zhang},
title = {Few-Shot Human Motion Transfer by Personalized Geometry and Texture
Modeling},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {2297--2306},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Huang\_Few-Shot\_Human\_Motion\_Transfer\_by\_Personalized\_Geometry\_and\_Texture\_Modeling\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00233},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/HuangHXZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhouZXZ21,
author = {Xiao Zhou and
Weizhong Zhang and
Hang Xu and
Tong Zhang},
title = {Effective Sparsification of Neural Networks With Global Sparsity Constraint},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {3599--3608},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Zhou\_Effective\_Sparsification\_of\_Neural\_Networks\_With\_Global\_Sparsity\_Constraint\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00360},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhouZXZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/cvpr/DuanCXCLZL21,
author = {Yawen Duan and
Xin Chen and
Hang Xu and
Zewei Chen and
Xiaodan Liang and
Tong Zhang and
Zhenguo Li},
title = {TransNAS-Bench-101: Improving Transferability and Generalizability
of Cross-Task Neural Architecture Search},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {5251--5260},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Duan\_TransNAS-Bench-101\_Improving\_Transferability\_and\_Generalizability\_of\_Cross-Task\_Neural\_Architecture\_Search\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00521},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/DuanCXCLZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YaoPXZLZ21,
author = {Lewei Yao and
Renjie Pi and
Hang Xu and
Wei Zhang and
Zhenguo Li and
Tong Zhang},
title = {Joint-DetNAS: Upgrade Your Detector With NAS, Pruning and Dynamic
Distillation},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {10175--10184},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Yao\_Joint-DetNAS\_Upgrade\_Your\_Detector\_With\_NAS\_Pruning\_and\_Dynamic\_Distillation\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.01004},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/YaoPXZLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Li0WLSZZC21,
author = {Duo Li and
Jie Hu and
Changhu Wang and
Xiangtai Li and
Qi She and
Lei Zhu and
Tong Zhang and
Qifeng Chen},
title = {Involution: Inverting the Inherence of Convolution for Visual Recognition},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {12321--12330},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Li\_Involution\_Inverting\_the\_Inherence\_of\_Convolution\_for\_Visual\_Recognition\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.01214},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/Li0WLSZZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/XiYZWZJW21,
author = {Xiangyu Xi and
Wei Ye and
Tong Zhang and
Quanxiu Wang and
Shikun Zhang and
Huixing Jiang and
Wei Wu},
title = {Improving Event Detection by Exploiting Label Hierarchy},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {7688--7692},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9415002},
doi = {10.1109/ICASSP39728.2021.9415002},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/XiYZWZJW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YaoPX0LZ21,
author = {Lewei Yao and
Renjie Pi and
Hang Xu and
Wei Zhang and
Zhenguo Li and
Tong Zhang},
title = {G-DetKD: Towards General Distillation Framework for Object Detectors
via Contrastive and Semantic-guided Feature Imitation},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {3571--3580},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00357},
doi = {10.1109/ICCV48922.2021.00357},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/YaoPX0LZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DingYZZ21,
author = {Yuhui Ding and
Quanming Yao and
Huan Zhao and
Tong Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {DiffMG: Differentiable Meta Graph Search for Heterogeneous Graph Neural
Networks},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {279--288},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467447},
doi = {10.1145/3447548.3467447},
timestamp = {Mon, 09 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DingYZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhangZZYYZ21,
author = {Long Zhang and
Tong Zhang and
Haibo Zhang and
Baosong Yang and
Wei Ye and
Shikun Zhang},
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 = {Multi-Hop Transformer for Document-Level Machine Translation},
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 = {3953--3963},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.309},
doi = {10.18653/V1/2021.NAACL-MAIN.309},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ZhangZZYYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DannMZZ21,
author = {Christoph Dann and
Mehryar Mohri and
Tong Zhang and
Julian Zimmert},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {A Provably Efficient Model-Free Posterior Sampling Method for Episodic
Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {12040--12051},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/649d45bf179296e31731adfd4df25588-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DannMZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhouZCDZ21,
author = {Xiao Zhou and
Weizhong Zhang and
Zonghao Chen and
Shizhe Diao and
Tong Zhang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Efficient Neural Network Training via Forward and Backward Propagation
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 = {15216--15229},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/80f2f15983422987ea30d77bb531be86-Abstract.html},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhouZCDZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QianRZ21,
author = {Xun Qian and
Peter Richt{\'{a}}rik and
Tong Zhang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Error Compensated Distributed {SGD} Can Be Accelerated},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {30401--30413},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/ff1ced3097ccf17c1e67506cdad9ac95-Abstract.html},
timestamp = {Thu, 04 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/QianRZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2021,
editor = {Marina Meila and
Tong Zhang},
title = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/},
timestamp = {Wed, 14 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03990,
author = {Haishan Ye and
Tong Zhang},
title = {DeEPCA: Decentralized Exact {PCA} with Linear Convergence Rate},
journal = {CoRR},
volume = {abs/2102.03990},
year = {2021},
url = {https://arxiv.org/abs/2102.03990},
eprinttype = {arXiv},
eprint = {2102.03990},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06255,
author = {Duo Li and
Jie Hu and
Changhu Wang and
Xiangtai Li and
Qi She and
Lei Zhu and
Tong Zhang and
Qifeng Chen},
title = {Involution: Inverting the Inherence of Convolution for Visual Recognition},
journal = {CoRR},
volume = {abs/2103.06255},
year = {2021},
url = {https://arxiv.org/abs/2103.06255},
eprinttype = {arXiv},
eprint = {2103.06255},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-06255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-14338,
author = {Zhichao Huang and
Xintong Han and
Jia Xu and
Tong Zhang},
title = {Few-Shot Human Motion Transfer by Personalized Geometry and Texture
Modeling},
journal = {CoRR},
volume = {abs/2103.14338},
year = {2021},
url = {https://arxiv.org/abs/2103.14338},
eprinttype = {arXiv},
eprint = {2103.14338},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-14338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05858,
author = {Qing Lian and
Botao Ye and
Ruijia Xu and
Weilong Yao and
Tong Zhang},
title = {Geometry-aware data augmentation for monocular 3D object detection},
journal = {CoRR},
volume = {abs/2104.05858},
year = {2021},
url = {https://arxiv.org/abs/2104.05858},
eprinttype = {arXiv},
eprint = {2104.05858},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01279,
author = {Yan Song and
Tong Zhang and
Yonggang Wang and
Kai{-}Fu Lee},
title = {{ZEN} 2.0: Continue Training and Adaption for N-gram Enhanced Text
Encoders},
journal = {CoRR},
volume = {abs/2105.01279},
year = {2021},
url = {https://arxiv.org/abs/2105.01279},
eprinttype = {arXiv},
eprint = {2105.01279},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01279.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01571,
author = {Xiao Zhou and
Weizhong Zhang and
Hang Xu and
Tong Zhang},
title = {Effective Sparsification of Neural Networks with Global Sparsity Constraint},
journal = {CoRR},
volume = {abs/2105.01571},
year = {2021},
url = {https://arxiv.org/abs/2105.01571},
eprinttype = {arXiv},
eprint = {2105.01571},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11871,
author = {Yawen Duan and
Xin Chen and
Hang Xu and
Zewei Chen and
Xiaodan Liang and
Tong Zhang and
Zhenguo Li},
title = {TransNAS-Bench-101: Improving Transferability and Generalizability
of Cross-Task Neural Architecture Search},
journal = {CoRR},
volume = {abs/2105.11871},
year = {2021},
url = {https://arxiv.org/abs/2105.11871},
eprinttype = {arXiv},
eprint = {2105.11871},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-12971,
author = {Lewei Yao and
Renjie Pi and
Hang Xu and
Wei Zhang and
Zhenguo Li and
Tong Zhang},
title = {Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic
Distillation},
journal = {CoRR},
volume = {abs/2105.12971},
year = {2021},
url = {https://arxiv.org/abs/2105.12971},
eprinttype = {arXiv},
eprint = {2105.12971},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-12971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14202,
author = {Hanting Chen and
Yunhe Wang and
Chang Xu and
Chao Xu and
Chunjing Xu and
Tong Zhang},
title = {Adder Neural Networks},
journal = {CoRR},
volume = {abs/2105.14202},
year = {2021},
url = {https://arxiv.org/abs/2105.14202},
eprinttype = {arXiv},
eprint = {2105.14202},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01761,
author = {Luo Luo and
Guangzeng Xie and
Tong Zhang and
Zhihua Zhang},
title = {Near Optimal Stochastic Algorithms for Finite-Sum Unbalanced Convex-Concave
Minimax Optimization},
journal = {CoRR},
volume = {abs/2106.01761},
year = {2021},
url = {https://arxiv.org/abs/2106.01761},
eprinttype = {arXiv},
eprint = {2106.01761},
timestamp = {Thu, 12 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06917,
author = {Jianyu Wang and
Zachary Charles and
Zheng Xu and
Gauri Joshi and
H. Brendan McMahan and
Blaise Ag{\"{u}}era y Arcas and
Maruan Al{-}Shedivat and
Galen Andrew and
Salman Avestimehr and
Katharine Daly and
Deepesh Data and
Suhas N. Diggavi and
Hubert Eichner and
Advait Gadhikar and
Zachary Garrett and
Antonious M. Girgis and
Filip Hanzely and
Andrew Hard and
Chaoyang He and
Samuel Horv{\'{a}}th and
Zhouyuan Huo and
Alex Ingerman and
Martin Jaggi and
Tara Javidi and
Peter Kairouz and
Satyen Kale and
Sai Praneeth Karimireddy and
Jakub Kone{\v{c}}n{\'y} and
Sanmi Koyejo and
Tian Li and
Luyang Liu and
Mehryar Mohri and
Hang Qi and
Sashank J. Reddi and
Peter Richt{\'{a}}rik and
Karan Singhal and
Virginia Smith and
Mahdi Soltanolkotabi and
Weikang Song and
Ananda Theertha Suresh and
Sebastian U. Stich and
Ameet Talwalkar and
Hongyi Wang and
Blake E. Woodworth and
Shanshan Wu and
Felix X. Yu and
Honglin Yuan and
Manzil Zaheer and
Mi Zhang and
Tong Zhang and
Chunxiang Zheng and
Chen Zhu and
Wennan Zhu},
title = {A Field Guide to Federated Optimization},
journal = {CoRR},
volume = {abs/2107.06917},
year = {2021},
url = {https://arxiv.org/abs/2107.06917},
eprinttype = {arXiv},
eprint = {2107.06917},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-07482,
author = {Lewei Yao and
Renjie Pi and
Hang Xu and
Wei Zhang and
Zhenguo Li and
Tong Zhang},
title = {G-DetKD: Towards General Distillation Framework for Object Detectors
via Contrastive and Semantic-guided Feature Imitation},
journal = {CoRR},
volume = {abs/2108.07482},
year = {2021},
url = {https://arxiv.org/abs/2108.07482},
eprinttype = {arXiv},
eprint = {2108.07482},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-07482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-00871,
author = {Tong Zhang},
title = {Feel-Good Thompson Sampling for Contextual Bandits and Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2110.00871},
year = {2021},
url = {https://arxiv.org/abs/2110.00871},
eprinttype = {arXiv},
eprint = {2110.00871},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-00871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-01827,
author = {Yoav Freund and
Yi{-}An Ma and
Tong Zhang},
title = {When is the Convergence Time of Langevin Algorithms Dimension Independent?
{A} Composite Optimization Viewpoint},
journal = {CoRR},
volume = {abs/2110.01827},
year = {2021},
url = {https://arxiv.org/abs/2110.01827},
eprinttype = {arXiv},
eprint = {2110.01827},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-01827.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14109,
author = {Rui Pan and
Haishan Ye and
Tong Zhang},
title = {Eigencurve: Optimal Learning Rate Schedule for {SGD} on Quadratic
Objectives with Skewed Hessian Spectrums},
journal = {CoRR},
volume = {abs/2110.14109},
year = {2021},
url = {https://arxiv.org/abs/2110.14109},
eprinttype = {arXiv},
eprint = {2110.14109},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-02355,
author = {Renzhe Xu and
Peng Cui and
Zheyan Shen and
Xingxuan Zhang and
Tong Zhang},
title = {Why Stable Learning Works? {A} Theory of Covariate Shift Generalization},
journal = {CoRR},
volume = {abs/2111.02355},
year = {2021},
url = {https://arxiv.org/abs/2111.02355},
eprinttype = {arXiv},
eprint = {2111.02355},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-02355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05685,
author = {Xiao Zhou and
Weizhong Zhang and
Zonghao Chen and
Shizhe Diao and
Tong Zhang},
title = {Efficient Neural Network Training via Forward and Backward Propagation
Sparsification},
journal = {CoRR},
volume = {abs/2111.05685},
year = {2021},
url = {https://arxiv.org/abs/2111.05685},
eprinttype = {arXiv},
eprint = {2111.05685},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-05685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-14484,
author = {Tong Zhang and
Wei Ye and
Baosong Yang and
Long Zhang and
Xingzhang Ren and
Dayiheng Liu and
Jinan Sun and
Shikun Zhang and
Haibo Zhang and
Wen Zhao},
title = {Frequency-Aware Contrastive Learning for Neural Machine Translation},
journal = {CoRR},
volume = {abs/2112.14484},
year = {2021},
url = {https://arxiv.org/abs/2112.14484},
eprinttype = {arXiv},
eprint = {2112.14484},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-14484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/WuSZG20,
author = {Baoyuan Wu and
Li Shen and
Tong Zhang and
Bernard Ghanem},
title = {{MAP} Inference Via {\(\mathscr{l}\)} \({}_{\mbox{2}}\)-Sphere Linear
Program Reformulation},
journal = {Int. J. Comput. Vis.},
volume = {128},
number = {7},
pages = {1913--1936},
year = {2020},
url = {https://doi.org/10.1007/s11263-020-01313-2},
doi = {10.1007/S11263-020-01313-2},
timestamp = {Wed, 04 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcv/WuSZG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/TanQMZ20,
author = {Conghui Tan and
Yuqiu Qian and
Shiqian Ma and
Tong Zhang},
title = {Accelerated dual-averaging primal-dual method for composite convex
minimization},
journal = {Optim. Methods Softw.},
volume = {35},
number = {4},
pages = {741--766},
year = {2020},
url = {https://doi.org/10.1080/10556788.2020.1713779},
doi = {10.1080/10556788.2020.1713779},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/TanQMZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LuoSZLZW20,
author = {Wenhan Luo and
Peng Sun and
Fangwei Zhong and
Wei Liu and
Tong Zhang and
Yizhou Wang},
title = {End-to-End Active Object Tracking and Its Real-World Deployment via
Reinforcement Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {42},
number = {6},
pages = {1317--1332},
year = {2020},
url = {https://doi.org/10.1109/TPAMI.2019.2899570},
doi = {10.1109/TPAMI.2019.2899570},
timestamp = {Wed, 19 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LuoSZLZW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/ChenMSZ20,
author = {Shixiang Chen and
Shiqian Ma and
Anthony Man{-}Cho So and
Tong Zhang},
title = {Proximal Gradient Method for Nonsmooth Optimization over the Stiefel
Manifold},
journal = {{SIAM} J. Optim.},
volume = {30},
number = {1},
pages = {210--239},
year = {2020},
url = {https://doi.org/10.1137/18M122457X},
doi = {10.1137/18M122457X},
timestamp = {Mon, 17 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/ChenMSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Shen0ZK20,
author = {Zheyan Shen and
Peng Cui and
Tong Zhang and
Kun Kuang},
title = {Stable Learning via Sample Reweighting},
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 = {5692--5699},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6024},
doi = {10.1609/AAAI.V34I04.6024},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Shen0ZK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TianSXZW20,
author = {Yuanhe Tian and
Yan Song and
Fei Xia and
Tong Zhang and
Yonggang Wang},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Improving Chinese Word Segmentation with Wordhood Memory Networks},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {8274--8285},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.734},
doi = {10.18653/V1/2020.ACL-MAIN.734},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/TianSXZW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TianSAXQZW20,
author = {Yuanhe Tian and
Yan Song and
Xiang Ao and
Fei Xia and
Xiaojun Quan and
Tong Zhang and
Yonggang Wang},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way
Attentions of Auto-analyzed Knowledge},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {8286--8296},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.735},
doi = {10.18653/V1/2020.ACL-MAIN.735},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/TianSAXQZW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HeYSZ20,
author = {Chaoyang He and
Haishan Ye and
Li Shen and
Tong Zhang},
title = {MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {11990--11999},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/He\_MiLeNAS\_Efficient\_Neural\_Architecture\_Search\_via\_Mixed-Level\_Reformulation\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.01201},
timestamp = {Tue, 31 Aug 2021 14:00:04 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/HeYSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChangQZSCZM20,
author = {Qi Chang and
Hui Qu and
Yikai Zhang and
Mert R. Sabuncu and
Chao Chen and
Tong Zhang and
Dimitris N. Metaxas},
title = {Synthetic Learning: Learn From Distributed Asynchronized Discriminator
{GAN} Without Sharing Medical Image Data},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {13853--13863},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Chang\_Synthetic\_Learning\_Learn\_From\_Distributed\_Asynchronized\_Discriminator\_GAN\_Without\_Sharing\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.01387},
timestamp = {Mon, 30 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ChangQZSCZM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/ZhangYXZZZ20,
author = {Tong Zhang and
Wei Ye and
Xiangyu Xi and
Long Zhang and
Shikun Zhang and
Wen Zhao},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {Leveraging Human Prior Knowledge to Learn Sense Representations},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {2306--2313},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200359},
doi = {10.3233/FAIA200359},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/ZhangYXZZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ChenDCXCLZL20,
author = {Xin Chen and
Yawen Duan and
Zewei Chen and
Hang Xu and
Zihao Chen and
Xiaodan Liang and
Tong Zhang and
Zhenguo Li},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {{CATCH:} Context-Based Meta Reinforcement Learning for Transferrable
Architecture Search},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {XIX}},
series = {Lecture Notes in Computer Science},
volume = {12364},
pages = {185--202},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58529-7\_12},
doi = {10.1007/978-3-030-58529-7\_12},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/ChenDCXCLZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/TianSXZ20,
author = {Yuanhe Tian and
Yan Song and
Fei Xia and
Tong Zhang},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Improving Constituency Parsing with Span Attention},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {1691--1703},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.153},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.153},
timestamp = {Tue, 20 Aug 2024 07:54:42 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/TianSXZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DiaoBSZW20,
author = {Shizhe Diao and
Jiaxin Bai and
Yan Song and
Tong Zhang and
Yonggang Wang},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {{ZEN:} Pre-training Chinese Text Encoder Enhanced by N-gram Representations},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {4729--4740},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.425},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.425},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/DiaoBSZW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Huang020,
author = {Zhichao Huang and
Tong Zhang},
title = {Black-Box Adversarial Attack with Transferable Model-based Embedding},
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=SJxhNTNYwB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Huang020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Johnson020,
author = {Rie Johnson and
Tong Zhang},
title = {Guided Learning of Nonconvex Models through Successive Functional
Gradient Optimization},
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 = {4921--4930},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/johnson20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Johnson020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Shen0LZ0C20,
author = {Zheyan Shen and
Peng Cui and
Jiashuo Liu and
Tong Zhang and
Bo Li and
Zhitang Chen},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Stable Learning via Differentiated Variable Decorrelation},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2185--2193},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403269},
doi = {10.1145/3394486.3403269},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Shen0LZ0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenCG020,
author = {Zixiang Chen and
Yuan Cao and
Quanquan Gu and
Tong Zhang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {A Generalized Neural Tangent Kernel Analysis for Two-layer Neural
Networks},
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/9afe487de556e59e6db6c862adfe25a4-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenCG020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuZFL020,
author = {Yihong Gu and
Weizhong Zhang and
Cong Fang and
Jason D. Lee and
Tong Zhang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {How to Characterize The Landscape of Overparameterized Convolutional
Neural Networks},
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/2794f6a20ee0685f4006210f40799acd-Abstract.html},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GuZFL020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HanWZZXZ20,
author = {Kai Han and
Yunhe Wang and
Qiulin Zhang and
Wei Zhang and
Chunjing Xu and
Tong Zhang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets},
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/e069ea4c9c233d36ff9c7f329bc08ff1-Abstract.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HanWZZXZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiZWLTLZFZ20,
author = {Guilin Li and
Junlei Zhang and
Yunhe Wang and
Chuanjian Liu and
Matthias Tan and
Yunfeng Lin and
Wei Zhang and
Jiashi Feng and
Tong Zhang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Residual Distillation: Towards Portable Deep Neural Networks without
Shortcuts},
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/657b96f0592803e25a4f07166fff289a-Abstract.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiZWLTLZFZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuoYH020,
author = {Luo Luo and
Haishan Ye and
Zhichao Huang and
Tong Zhang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Stochastic Recursive Gradient Descent Ascent for Stochastic Nonconvex-Strongly-Concave
Minimax Problems},
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/ecb47fbb07a752413640f82a945530f8-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LuoYH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShiPXLKZ20,
author = {Han Shi and
Renjie Pi and
Hang Xu and
Zhenguo Li and
James T. Kwok and
Tong Zhang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Bridging the Gap between Sample-based and One-shot Neural Architecture
Search with {BONAS}},
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/13d4635deccc230c944e4ff6e03404b5-Abstract.html},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShiPXLKZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YeZL020,
author = {Haishan Ye and
Ziang Zhou and
Luo Luo and
Tong Zhang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Decentralized Accelerated Proximal Gradient Descent},
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/d4b5b5c16df28e61124e13181db7774c-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YeZL020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-03724,
author = {Luo Luo and
Haishan Ye and
Tong Zhang},
title = {Stochastic Recursive Gradient Descent Ascent for Stochastic Nonconvex-Strongly-Concave
Minimax Problems},
journal = {CoRR},
volume = {abs/2001.03724},
year = {2020},
url = {https://arxiv.org/abs/2001.03724},
eprinttype = {arXiv},
eprint = {2001.03724},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-03724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-05537,
author = {Conghui Tan and
Yuqiu Qian and
Shiqian Ma and
Tong Zhang},
title = {Accelerated Dual-Averaging Primal-Dual Method for Composite Convex
Minimization},
journal = {CoRR},
volume = {abs/2001.05537},
year = {2020},
url = {https://arxiv.org/abs/2001.05537},
eprinttype = {arXiv},
eprint = {2001.05537},
timestamp = {Mon, 17 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-05537.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04026,
author = {Zixiang Chen and
Yuan Cao and
Quanquan Gu and
Tong Zhang},
title = {Mean-Field Analysis of Two-Layer Neural Networks: Non-Asymptotic Rates
and Generalization Bounds},
journal = {CoRR},
volume = {abs/2002.04026},
year = {2020},
url = {https://arxiv.org/abs/2002.04026},
eprinttype = {arXiv},
eprint = {2002.04026},
timestamp = {Wed, 13 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-04026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09161,
author = {Xinwei Shen and
Tong Zhang and
Kani Chen},
title = {Bidirectional Generative Modeling Using Adversarial Gradient Estimation},
journal = {CoRR},
volume = {abs/2002.09161},
year = {2020},
url = {https://arxiv.org/abs/2002.09161},
eprinttype = {arXiv},
eprint = {2002.09161},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-12238,
author = {Chaoyang He and
Haishan Ye and
Li Shen and
Tong Zhang},
title = {MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation},
journal = {CoRR},
volume = {abs/2003.12238},
year = {2020},
url = {https://arxiv.org/abs/2003.12238},
eprinttype = {arXiv},
eprint = {2003.12238},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-12238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00797,
author = {Haishan Ye and
Luo Luo and
Ziang Zhou and
Tong Zhang},
title = {Multi-consensus Decentralized Accelerated Gradient Descent},
journal = {CoRR},
volume = {abs/2005.00797},
year = {2020},
url = {https://arxiv.org/abs/2005.00797},
eprinttype = {arXiv},
eprint = {2005.00797},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-00080,
author = {Qi Chang and
Hui Qu and
Yikai Zhang and
Mert R. Sabuncu and
Chao Chen and
Tong Zhang and
Dimitris N. Metaxas},
title = {Synthetic Learning: Learn From Distributed Asynchronized Discriminator
{GAN} Without Sharing Medical Image Data},
journal = {CoRR},
volume = {abs/2006.00080},
year = {2020},
url = {https://arxiv.org/abs/2006.00080},
eprinttype = {arXiv},
eprint = {2006.00080},
timestamp = {Thu, 17 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-00080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15261,
author = {Jason Ge and
Xingguo Li and
Haoming Jiang and
Han Liu and
Tong Zhang and
Mengdi Wang and
Tuo Zhao},
title = {Picasso: {A} Sparse Learning Library for High Dimensional Data Analysis
in {R} and Python},
journal = {CoRR},
volume = {abs/2006.15261},
year = {2020},
url = {https://arxiv.org/abs/2006.15261},
eprinttype = {arXiv},
eprint = {2006.15261},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16840,
author = {Rie Johnson and
Tong Zhang},
title = {Guided Learning of Nonconvex Models through Successive Functional
Gradient Optimization},
journal = {CoRR},
volume = {abs/2006.16840},
year = {2020},
url = {https://arxiv.org/abs/2006.16840},
eprinttype = {arXiv},
eprint = {2006.16840},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01452,
author = {Cong Fang and
Jason D. Lee and
Pengkun Yang and
Tong Zhang},
title = {Modeling from Features: a Mean-field Framework for Over-parameterized
Deep Neural Networks},
journal = {CoRR},
volume = {abs/2007.01452},
year = {2020},
url = {https://arxiv.org/abs/2007.01452},
eprinttype = {arXiv},
eprint = {2007.01452},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-01452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09380,
author = {Xin Chen and
Yawen Duan and
Zewei Chen and
Hang Xu and
Zihao Chen and
Xiaodan Liang and
Tong Zhang and
Zhenguo Li},
title = {{CATCH:} Context-based Meta Reinforcement Learning for Transferrable
Architecture Search},
journal = {CoRR},
volume = {abs/2007.09380},
year = {2020},
url = {https://arxiv.org/abs/2007.09380},
eprinttype = {arXiv},
eprint = {2007.09380},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01250,
author = {Zhichao Huang and
Yaowei Huang and
Tong Zhang},
title = {CorrAttack: Black-box Adversarial Attack with Structured Search},
journal = {CoRR},
volume = {abs/2010.01250},
year = {2020},
url = {https://arxiv.org/abs/2010.01250},
eprinttype = {arXiv},
eprint = {2010.01250},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02637,
author = {Xinwei Shen and
Furui Liu and
Hanze Dong and
Qing Lian and
Zhitang Chen and
Tong Zhang},
title = {Disentangled Generative Causal Representation Learning},
journal = {CoRR},
volume = {abs/2010.02637},
year = {2020},
url = {https://arxiv.org/abs/2010.02637},
eprinttype = {arXiv},
eprint = {2010.02637},
timestamp = {Fri, 25 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02637.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03250,
author = {Yuhui Ding and
Quanming Yao and
Tong Zhang},
title = {Propagation Model Search for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2010.03250},
year = {2020},
url = {https://arxiv.org/abs/2010.03250},
eprinttype = {arXiv},
eprint = {2010.03250},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07543,
author = {Yuanhe Tian and
Yan Song and
Fei Xia and
Tong Zhang},
title = {Improving Constituency Parsing with Span Attention},
journal = {CoRR},
volume = {abs/2010.07543},
year = {2020},
url = {https://arxiv.org/abs/2010.07543},
eprinttype = {arXiv},
eprint = {2010.07543},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-14819,
author = {Kai Han and
Yunhe Wang and
Qiulin Zhang and
Wei Zhang and
Chunjing Xu and
Tong Zhang},
title = {Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets},
journal = {CoRR},
volume = {abs/2010.14819},
year = {2020},
url = {https://arxiv.org/abs/2010.14819},
eprinttype = {arXiv},
eprint = {2010.14819},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
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author = {Bochao Wang and
Hang Xu and
Jiajin Zhang and
Chen Chen and
Yixing Xu and
Xiaozhi Fang and
Ning Kang and
Lanqing Hong and
Chenhan Jiang and
Xinyue Cai and
Jiawei Li and
Fengwei Zhou and
Yong Li and
Zhicheng Liu and
Xinghao Chen and
Kai Han and
Han Shu and
Dehua Song and
Yunhe Wang and
Wei Zhang and
Chunjing Xu and
Zhenguo Li and
Wenzhi Liu and
Tong Zhang},
title = {{VEGA:} Towards an End-to-End Configurable AutoML Pipeline},
journal = {CoRR},
volume = {abs/2011.01507},
year = {2020},
url = {https://arxiv.org/abs/2011.01507},
eprinttype = {arXiv},
eprint = {2011.01507},
timestamp = {Mon, 04 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01507.bib},
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author = {Qi Chang and
Zhennan Yan and
Lohendran Baskaran and
Hui Qu and
Yikai Zhang and
Tong Zhang and
Shaoting Zhang and
Dimitris N. Metaxas},
title = {Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without
Sharing Private Information},
journal = {CoRR},
volume = {abs/2012.08604},
year = {2020},
url = {https://arxiv.org/abs/2012.08604},
eprinttype = {arXiv},
eprint = {2012.08604},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Cong Fang and
Hanze Dong and
Tong Zhang},
title = {Mathematical Models of Overparameterized Neural Networks},
journal = {CoRR},
volume = {abs/2012.13982},
year = {2020},
url = {https://arxiv.org/abs/2012.13982},
eprinttype = {arXiv},
eprint = {2012.13982},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Haishan Ye and
Wei Xiong and
Tong Zhang},
title = {{PMGT-VR:} {A} decentralized proximal-gradient algorithmic framework
with variance reduction},
journal = {CoRR},
volume = {abs/2012.15010},
year = {2020},
url = {https://arxiv.org/abs/2012.15010},
eprinttype = {arXiv},
eprint = {2012.15010},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
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author = {Baoyuan Wu and
Weidong Chen and
Yanbo Fan and
Yong Zhang and
Jinlong Hou and
Jie Liu and
Tong Zhang},
title = {Tencent ML-Images: {A} Large-Scale Multi-Label Image Database for
Visual Representation Learning},
journal = {{IEEE} Access},
volume = {7},
pages = {172683--172693},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2956775},
doi = {10.1109/ACCESS.2019.2956775},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
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author = {Lei Han and
Lei Li and
Feng Wen and
Lei Zhong and
Tong Zhang and
Xiu{-}Feng Wan},
title = {Graph-guided multi-task sparse learning model: a method for identifying
antigenic variants of influenza {A(H3N2)} virus},
journal = {Bioinform.},
volume = {35},
number = {1},
pages = {77--87},
year = {2019},
url = {https://doi.org/10.1093/bioinformatics/bty457},
doi = {10.1093/BIOINFORMATICS/BTY457},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/HanLWZZW19.bib},
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author = {Jialei Wang and
Tong Zhang},
title = {Utilizing Second Order Information in Minibatch Stochastic Variance
Reduced Proximal Iterations},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {42:1--42:56},
year = {2019},
url = {https://jmlr.org/papers/v20/17-594.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Jason Ge and
Xingguo Li and
Haoming Jiang and
Han Liu and
Tong Zhang and
Mengdi Wang and
Tuo Zhao},
title = {Picasso: {A} Sparse Learning Library for High Dimensional Data Analysis
in {R} and Python},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {44:1--44:5},
year = {2019},
url = {https://jmlr.org/papers/v20/17-722.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GeLJLZWZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/jmlr/LuoCZLZ19,
author = {Luo Luo and
Cheng Chen and
Zhihua Zhang and
Wu{-}Jun Li and
Tong Zhang},
title = {Robust Frequent Directions with Application in Online Learning},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {45:1--45:41},
year = {2019},
url = {https://jmlr.org/papers/v20/17-773.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LuoCZLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Kean Ming Tan and
Junwei Lu and
Tong Zhang and
Han Liu},
title = {Layer-Wise Learning Strategy for Nonparametric Tensor Product Smoothing
Spline Regression and Graphical Models},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {119:1--119:38},
year = {2019},
url = {https://jmlr.org/papers/v20/17-525.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TanL0019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/DouTWWSZ19,
author = {Zi{-}Yi Dou and
Zhaopeng Tu and
Xing Wang and
Longyue Wang and
Shuming Shi and
Tong Zhang},
title = {Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement},
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 = {86--93},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.330186},
doi = {10.1609/AAAI.V33I01.330186},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
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@inproceedings{DBLP:conf/aaai/KongTSHZ19,
author = {Xiang Kong and
Zhaopeng Tu and
Shuming Shi and
Eduard H. Hovy and
Tong Zhang},
title = {Neural Machine Translation with Adequacy-Oriented Learning},
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 = {6618--6625},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33016618},
doi = {10.1609/AAAI.V33I01.33016618},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/KongTSHZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/acl/LiuSZZ19,
author = {Miaofeng Liu and
Yan Song and
Hongbin Zou and
Tong Zhang},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Reinforced Training Data Selection for Domain Adaptation},
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 = {1957--1968},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1189},
doi = {10.18653/V1/P19-1189},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/LiuSZZ19.bib},
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@inproceedings{DBLP:conf/bibm/GongJZ19,
author = {Xin{-}Rong Gong and
Jian{-}Xiu Jin and
Tong Zhang},
editor = {Illhoi Yoo and
Jinbo Bi and
Xiaohua Hu},
title = {Sentiment Analysis Using Autoregressive Language Modeling and Broad
Learning System},
booktitle = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
pages = {1130--1134},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBM47256.2019.8983025},
doi = {10.1109/BIBM47256.2019.8983025},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/GongJZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/colt/FangLZ19,
author = {Cong Fang and
Zhouchen Lin and
Tong Zhang},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Sharp Analysis for Nonconvex {SGD} Escaping from Saddle Points},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {1192--1234},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/fang19a.html},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/FangLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/cvpr/DongSWLL0019,
author = {Yinpeng Dong and
Hang Su and
Baoyuan Wu and
Zhifeng Li and
Wei Liu and
Tong Zhang and
Jun Zhu},
title = {Efficient Decision-Based Black-Box Adversarial Attacks on Face Recognition},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {7714--7722},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Dong\_Efficient\_Decision-Based\_Black-Box\_Adversarial\_Attacks\_on\_Face\_Recognition\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00790},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DongSWLL0019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/iclr/FangZSGXZ19,
author = {Meng Fang and
Cheng Zhou and
Bei Shi and
Boqing Gong and
Jia Xu and
Tong Zhang},
title = {{DHER:} Hindsight Experience Replay for Dynamic Goals},
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=Byf5-30qFX},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FangZSGXZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icml/HanSDXWSLZ19,
author = {Lei Han and
Peng Sun and
Yali Du and
Jiechao Xiong and
Qing Wang and
Xinghai Sun and
Han Liu and
Tong Zhang},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Grid-Wise Control for Multi-Agent Reinforcement Learning in Video
Game {AI}},
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 = {2576--2585},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/han19a.html},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HanSDXWSLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icml/LiLWZG19,
author = {Yandong Li and
Lijun Li and
Liqiang Wang and
Tong Zhang and
Boqing Gong},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {{NATTACK:} Learning the Distributions of Adversarial Examples for
an Improved Black-Box Attack on Deep Neural Networks},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3866--3876},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/li19g.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiLWZG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icml/TangYLZL19,
author = {Hanlin Tang and
Chen Yu and
Xiangru Lian and
Tong Zhang and
Ji Liu},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {DoubleSqueeze: Parallel Stochastic Gradient Descent with Double-pass
Error-Compensated Compression},
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 = {6155--6165},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/tang19d.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TangYLZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ijcnn/XiZYZXZ19,
author = {Xiangyu Xi and
Tong Zhang and
Wei Ye and
Jinglei Zhang and
Rui Xie and
Shikun Zhang},
title = {A Hybrid Character Representation for Chinese Event Detection},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8851786},
doi = {10.1109/IJCNN.2019.8851786},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/XiZYZXZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangLXZ19,
author = {Qing Wang and
Yingru Li and
Jiechao Xiong and
Tong 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 = {Divergence-Augmented Policy Optimization},
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 = {6097--6108},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/cc9657884708170e160c8372d92f3535-Abstract.html},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangLXZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-1901-01703,
author = {Baoyuan Wu and
Weidong Chen and
Yanbo Fan and
Yong Zhang and
Jinlong Hou and
Jie Liu and
Junzhou Huang and
Wei Liu and
Tong Zhang},
title = {Tencent ML-Images: {A} Large-Scale Multi-Label Image Database for
Visual Representation Learning},
journal = {CoRR},
volume = {abs/1901.01703},
year = {2019},
url = {http://arxiv.org/abs/1901.01703},
eprinttype = {arXiv},
eprint = {1901.01703},
timestamp = {Thu, 25 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-01703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-1902-00247,
author = {Cong Fang and
Zhouchen Lin and
Tong Zhang},
title = {Sharp Analysis for Nonconvex {SGD} Escaping from Saddle Points},
journal = {CoRR},
volume = {abs/1902.00247},
year = {2019},
url = {http://arxiv.org/abs/1902.00247},
eprinttype = {arXiv},
eprint = {1902.00247},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-05770,
author = {Zi{-}Yi Dou and
Zhaopeng Tu and
Xing Wang and
Longyue Wang and
Shuming Shi and
Tong Zhang},
title = {Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement},
journal = {CoRR},
volume = {abs/1902.05770},
year = {2019},
url = {http://arxiv.org/abs/1902.05770},
eprinttype = {arXiv},
eprint = {1902.05770},
timestamp = {Mon, 18 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-05770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-04433,
author = {Yinpeng Dong and
Hang Su and
Baoyuan Wu and
Zhifeng Li and
Wei Liu and
Tong Zhang and
Jun Zhu},
title = {Efficient Decision-based Black-box Adversarial Attacks on Face Recognition},
journal = {CoRR},
volume = {abs/1904.04433},
year = {2019},
url = {http://arxiv.org/abs/1904.04433},
eprinttype = {arXiv},
eprint = {1904.04433},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-04433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00441,
author = {Yandong Li and
Lijun Li and
Liqiang Wang and
Tong Zhang and
Boqing Gong},
title = {{NATTACK:} Learning the Distributions of Adversarial Examples for
an Improved Black-Box Attack on Deep Neural Networks},
journal = {CoRR},
volume = {abs/1905.00441},
year = {2019},
url = {http://arxiv.org/abs/1905.00441},
eprinttype = {arXiv},
eprint = {1905.00441},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-00441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-03433,
author = {Baoyuan Wu and
Li Shen and
Bernard Ghanem and
Tong Zhang},
title = {{MAP} Inference via L2-Sphere Linear Program Reformulation},
journal = {CoRR},
volume = {abs/1905.03433},
year = {2019},
url = {http://arxiv.org/abs/1905.03433},
eprinttype = {arXiv},
eprint = {1905.03433},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-03433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-05957,
author = {Hanlin Tang and
Xiangru Lian and
Tong Zhang and
Ji Liu},
title = {DoubleSqueeze: Parallel Stochastic Gradient Descent with Double-Pass
Error-Compensated Compression},
journal = {CoRR},
volume = {abs/1905.05957},
year = {2019},
url = {http://arxiv.org/abs/1905.05957},
eprinttype = {arXiv},
eprint = {1905.05957},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-05957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-07346,
author = {Hanlin Tang and
Xiangru Lian and
Shuang Qiu and
Lei Yuan and
Ce Zhang and
Tong Zhang and
Ji Liu},
title = {DeepSqueeze: Parallel Stochastic Gradient Descent with Double-Pass
Error-Compensated Compression},
journal = {CoRR},
volume = {abs/1907.07346},
year = {2019},
url = {http://arxiv.org/abs/1907.07346},
eprinttype = {arXiv},
eprint = {1907.07346},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-07346.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-11490,
author = {Haishan Ye and
Tong Zhang},
title = {Mirror Natural Evolution Strategies},
journal = {CoRR},
volume = {abs/1910.11490},
year = {2019},
url = {http://arxiv.org/abs/1910.11490},
eprinttype = {arXiv},
eprint = {1910.11490},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-11490.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-11508,
author = {Cong Fang and
Hanze Dong and
Tong Zhang},
title = {Over Parameterized Two-level Neural Networks Can Learn Near Optimal
Feature Representations},
journal = {CoRR},
volume = {abs/1910.11508},
year = {2019},
url = {http://arxiv.org/abs/1910.11508},
eprinttype = {arXiv},
eprint = {1910.11508},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-11508.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-00720,
author = {Shizhe Diao and
Jiaxin Bai and
Yan Song and
Tong Zhang and
Yonggang Wang},
title = {{ZEN:} Pre-training Chinese Text Encoder Enhanced by N-gram Representations},
journal = {CoRR},
volume = {abs/1911.00720},
year = {2019},
url = {http://arxiv.org/abs/1911.00720},
eprinttype = {arXiv},
eprint = {1911.00720},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-00720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07140,
author = {Zhichao Huang and
Tong Zhang},
title = {Black-Box Adversarial Attack with Transferable Model-based Embedding},
journal = {CoRR},
volume = {abs/1911.07140},
year = {2019},
url = {http://arxiv.org/abs/1911.07140},
eprinttype = {arXiv},
eprint = {1911.07140},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07626,
author = {Cong Fang and
Yihong Gu and
Weizhong Zhang and
Tong Zhang},
title = {Convex Formulation of Overparameterized Deep Neural Networks},
journal = {CoRR},
volume = {abs/1911.07626},
year = {2019},
url = {http://arxiv.org/abs/1911.07626},
eprinttype = {arXiv},
eprint = {1911.07626},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07626.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-09336,
author = {Han Shi and
Renjie Pi and
Hang Xu and
Zhenguo Li and
James T. Kwok and
Tong Zhang},
title = {Multi-objective Neural Architecture Search via Predictive Network
Performance Optimization},
journal = {CoRR},
volume = {abs/1911.09336},
year = {2019},
url = {http://arxiv.org/abs/1911.09336},
eprinttype = {arXiv},
eprint = {1911.09336},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-09336.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-12580,
author = {Zheyan Shen and
Peng Cui and
Tong Zhang and
Kun Kuang},
title = {Stable Learning via Sample Reweighting},
journal = {CoRR},
volume = {abs/1911.12580},
year = {2019},
url = {http://arxiv.org/abs/1911.12580},
eprinttype = {arXiv},
eprint = {1911.12580},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-12580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-12008,
author = {Haishan Ye and
Shusen Wang and
Zhihua Zhang and
Tong Zhang},
title = {Fast Generalized Matrix Regression with Applications in Machine Learning},
journal = {CoRR},
volume = {abs/1912.12008},
year = {2019},
url = {http://arxiv.org/abs/1912.12008},
eprinttype = {arXiv},
eprint = {1912.12008},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-12008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/XiZYZZDG18,
author = {Xiangyu Xi and
Tong Zhang and
Wei Ye and
Wen Zhao and
Shikun Zhang and
Dongdong Du and
Qing Gao},
title = {An Ensemble Approach for Detecting Anomalous User Behaviors},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {28},
number = {11-12},
pages = {1637--1656},
year = {2018},
url = {https://doi.org/10.1142/S0218194018400211},
doi = {10.1142/S0218194018400211},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijseke/XiZYZZDG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/LiWLZ18,
author = {Chris Junchi Li and
Mengdi Wang and
Han Liu and
Tong Zhang},
title = {Near-optimal stochastic approximation for online principal component
estimation},
journal = {Math. Program.},
volume = {167},
number = {1},
pages = {75--97},
year = {2018},
url = {https://doi.org/10.1007/s10107-017-1182-z},
doi = {10.1007/S10107-017-1182-Z},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/LiWLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/TuLSZ18,
author = {Zhaopeng Tu and
Yang Liu and
Shuming Shi and
Tong Zhang},
title = {Learning to Remember Translation History with a Continuous Cache},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {6},
pages = {407--420},
year = {2018},
url = {https://doi.org/10.1162/tacl\_a\_00029},
doi = {10.1162/TACL\_A\_00029},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/TuLSZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/DaiHYZ18,
author = {Dong Dai and
Lei Han and
Ting Yang and
Tong Zhang},
title = {Bayesian Model Averaging With Exponentiated Least Squares Loss},
journal = {{IEEE} Trans. Inf. Theory},
volume = {64},
number = {5},
pages = {3331--3345},
year = {2018},
url = {https://doi.org/10.1109/TIT.2018.2805903},
doi = {10.1109/TIT.2018.2805903},
timestamp = {Tue, 06 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/DaiHYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangTSZGL18,
author = {Longyue Wang and
Zhaopeng Tu and
Shuming Shi and
Tong Zhang and
Yvette Graham and
Qun Liu},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Translating Pro-Drop Languages With Reconstruction Models},
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 = {4937--4945},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11913},
doi = {10.1609/AAAI.V32I1.11913},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangTSZGL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/FengMLZL18,
author = {Yang Feng and
Lin Ma and
Wei Liu and
Tong Zhang and
Jiebo Luo},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Video Re-localization},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {XIV}},
series = {Lecture Notes in Computer Science},
volume = {11218},
pages = {55--70},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01264-9\_4},
doi = {10.1007/978-3-030-01264-9\_4},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/FengMLZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/GongHMSLZ18,
author = {Xinyu Gong and
Haozhi Huang and
Lin Ma and
Fumin Shen and
Wei Liu and
Tong Zhang},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Neural Stereoscopic Image Style Transfer},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {11209},
pages = {56--71},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01228-1\_4},
doi = {10.1007/978-3-030-01228-1\_4},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/GongHMSLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LiHMLZJ18,
author = {Minjun Li and
Haozhi Huang and
Lin Ma and
Wei Liu and
Tong Zhang and
Yu{-}Gang Jiang},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent
Adversarial Networks},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {IX}},
series = {Lecture Notes in Computer Science},
volume = {11213},
pages = {186--201},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01240-3\_12},
doi = {10.1007/978-3-030-01240-3\_12},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LiHMLZJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ZhangZCHQLZ18,
author = {Kaipeng Zhang and
Zhanpeng Zhang and
Chia{-}Wen Cheng and
Winston H. Hsu and
Yu Qiao and
Wei Liu and
Tong Zhang},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Super-Identity Convolutional Neural Network for Face Hallucination},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {XI}},
series = {Lecture Notes in Computer Science},
volume = {11215},
pages = {196--211},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01252-6\_12},
doi = {10.1007/978-3-030-01252-6\_12},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/ZhangZCHQLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LingBJZLTLLZ18,
author = {Yonggen Ling and
Linchao Bao and
Zequn Jie and
Fengming Zhu and
Ziyang Li and
Shanmin Tang and
Yongsheng Liu and
Wei Liu and
Tong Zhang},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Modeling Varying Camera-IMU Time Offset in Optimization-Based Visual-Inertial
Odometry},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {IX}},
series = {Lecture Notes in Computer Science},
volume = {11213},
pages = {491--507},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01240-3\_30},
doi = {10.1007/978-3-030-01240-3\_30},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LingBJZLTLLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/JiangMJLZ18,
author = {Wenhao Jiang and
Lin Ma and
Yu{-}Gang Jiang and
Wei Liu and
Tong Zhang},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Recurrent Fusion Network for Image Captioning},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11206},
pages = {510--526},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01216-8\_31},
doi = {10.1007/978-3-030-01216-8\_31},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/JiangMJLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/WangGZJWLLZ18,
author = {Yitong Wang and
Dihong Gong and
Zheng Zhou and
Xing Ji and
Hao Wang and
Zhifeng Li and
Wei Liu and
Tong Zhang},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Orthogonal Deep Features Decomposition for Age-Invariant Face Recognition},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {XV}},
series = {Lecture Notes in Computer Science},
volume = {11219},
pages = {764--779},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01267-0\_45},
doi = {10.1007/978-3-030-01267-0\_45},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/WangGZJWLLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiTYLZ18,
author = {Jian Li and
Zhaopeng Tu and
Baosong Yang and
Michael R. Lyu and
Tong Zhang},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Multi-Head Attention with Disagreement Regularization},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {2897--2903},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1317},
doi = {10.18653/V1/D18-1317},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiTYLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiaoBLSLZ18,
author = {Yi Liao and
Lidong Bing and
Piji Li and
Shuming Shi and
Wai Lam and
Tong Zhang},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {QuaSE: Sequence Editing under Quantifiable Guidance},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {3855--3864},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1420},
doi = {10.18653/V1/D18-1420},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiaoBLSLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DouTWSZ18,
author = {Zi{-}Yi Dou and
Zhaopeng Tu and
Xing Wang and
Shuming Shi and
Tong Zhang},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Exploiting Deep Representations for Neural Machine Translation},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {4253--4262},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1457},
doi = {10.18653/V1/D18-1457},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/DouTWSZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YangTWMCZ18,
author = {Baosong Yang and
Zhaopeng Tu and
Derek F. Wong and
Fandong Meng and
Lidia S. Chao and
Tong Zhang},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Modeling Localness for Self-Attention Networks},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {4449--4458},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1475},
doi = {10.18653/V1/D18-1475},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YangTWMCZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HanHZ18,
author = {Lei Han and
Yiheng Huang and
Tong Zhang},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Candidates vs. Noises Estimation for Large Multi-Class Classification
Problem},
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 = {1885--1894},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/han18a.html},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HanHZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Johnson018,
author = {Rie Johnson and
Tong Zhang},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Composite Functional Gradient Learning of Generative Adversarial Models},
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 = {2376--2384},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/johnson18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Johnson018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuoSZLZW18,
author = {Wenhan Luo and
Peng Sun and
Fangwei Zhong and
Wei Liu and
Tong Zhang and
Yizhou Wang},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {End-to-end Active Object Tracking via Reinforcement Learning},
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 = {3292--3301},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/luo18a.html},
timestamp = {Wed, 19 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LuoSZLZW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenSWLZ18,
author = {Li Shen and
Peng Sun and
Yitong Wang and
Wei Liu and
Tong Zhang},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal
Extra-Gradient Method},
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 = {4641--4650},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/shen18b.html},
timestamp = {Wed, 19 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShenSWLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunTLZ18,
author = {Qiang Sun and
Kean Ming Tan and
Han Liu and
Tong Zhang},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Graphical Nonconvex Optimization via an Adaptive Convex Relaxation},
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 = {4817--4824},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/sun18c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunTLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Wu0H018,
author = {Jiaxiang Wu and
Weidong Huang and
Junzhou Huang and
Tong Zhang},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Error Compensated Quantized {SGD} and its Applications to Large-scale
Distributed Optimization},
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 = {5321--5329},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/wu18d.html},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Wu0H018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangHMLZ18,
author = {Weizhong Zhang and
Bin Hong and
Lin Ma and
Wei Liu and
Tong Zhang},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Safe Element Screening for Submodular Function Minimization},
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 = {5781--5790},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/zhang18e.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangHMLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangYL0B18,
author = {Kaiqing Zhang and
Zhuoran Yang and
Han Liu and
Tong Zhang and
Tamer Basar},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Fully Decentralized Multi-Agent Reinforcement Learning with Networked
Agents},
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 = {5867--5876},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/zhang18n.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangYL0B18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Luo0Z0ZP18,
author = {Luo Luo and
Wenpeng Zhang and
Zhihua Zhang and
Wenwu Zhu and
Tong Zhang and
Jian Pei},
editor = {Yike Guo and
Faisal Farooq},
title = {Sketched Follow-The-Regularized-Leader for Online Factorization Machine},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1900--1909},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220044},
doi = {10.1145/3219819.3220044},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Luo0Z0ZP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FangLLZ18,
author = {Cong Fang and
Chris Junchi Li and
Zhouchen Lin and
Tong Zhang},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {{SPIDER:} Near-Optimal Non-Convex Optimization via Stochastic Path-Integrated
Differential Estimator},
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 = {687--697},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/1543843a4723ed2ab08e18053ae6dc5b-Abstract.html},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/FangLLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangniWLZ18,
author = {Jianqiao Wangni and
Jialei Wang and
Ji Liu and
Tong Zhang},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Gradient Sparsification for Communication-Efficient Distributed Optimization},
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 = {1306--1316},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/3328bdf9a4b9504b9398284244fe97c2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangniWLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangXHSLZ18,
author = {Qing Wang and
Jiechao Xiong and
Lei Han and
Peng Sun and
Han Liu and
Tong Zhang},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Exponentially Weighted Imitation Learning for Batched Historical Data},
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 = {6291--6300},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/4aec1b3435c52abbdf8334ea0e7141e0-Abstract.html},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangXHSLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TangGZZL18,
author = {Hanlin Tang and
Shaoduo Gan and
Ce Zhang and
Tong Zhang and
Ji Liu},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Communication Compression for Decentralized Training},
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 = {7663--7673},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/44feb0096faa8326192570788b38c1d1-Abstract.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/TangGZZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenZTZ18,
author = {Jianfei Chen and
Jun Zhu and
Yee Whye Teh and
Tong Zhang},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Stochastic Expectation Maximization with Variance Reduction},
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 = {7978--7988},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/aba22f748b1a6dff75bda4fd1ee9fe07-Abstract.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenZTZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TanZML18,
author = {Conghui Tan and
Tong Zhang and
Shiqian Ma and
Ji Liu},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Stochastic Primal-Dual Method for Empirical Risk Minimization with
{O(1)} Per-Iteration Complexity},
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 = {8376--8385},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/08048a9c5630ccb67789a198f35d30ec-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TanZML18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChenCMYLLZ18,
author = {Xinpeng Chen and
Jingyuan Chen and
Lin Ma and
Jian Yao and
Wei Liu and
Jiebo Luo and
Tong Zhang},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Fine-grained Video Attractiveness Prediction Using Multimodal Deep
Learning on a Large Real-world Dataset},
booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018,
{WWW} 2018, Lyon , France, April 23-27, 2018},
pages = {671--678},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3184558.3186584},
doi = {10.1145/3184558.3186584},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ChenCMYLLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-03257,
author = {Longyue Wang and
Zhaopeng Tu and
Shuming Shi and
Tong Zhang and
Yvette Graham and
Qun Liu},
title = {Translating Pro-Drop Languages with Reconstruction Models},
journal = {CoRR},
volume = {abs/1801.03257},
year = {2018},
url = {http://arxiv.org/abs/1801.03257},
eprinttype = {arXiv},
eprint = {1801.03257},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-03257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-06309,
author = {Rie Johnson and
Tong Zhang},
title = {Composite Functional Gradient Learning of Generative Adversarial Models},
journal = {CoRR},
volume = {abs/1801.06309},
year = {2018},
url = {http://arxiv.org/abs/1801.06309},
eprinttype = {arXiv},
eprint = {1801.06309},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-06309.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08757,
author = {Kaiqing Zhang and
Zhuoran Yang and
Han Liu and
Tong Zhang and
Tamer Basar},
title = {Fully Decentralized Multi-Agent Reinforcement Learning with Networked
Agents},
journal = {CoRR},
volume = {abs/1802.08757},
year = {2018},
url = {http://arxiv.org/abs/1802.08757},
eprinttype = {arXiv},
eprint = {1802.08757},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09985,
author = {Xinyu Gong and
Haozhi Huang and
Lin Ma and
Fumin Shen and
Wei Liu and
Tong Zhang},
title = {Neural Stereoscopic Image Style Transfer},
journal = {CoRR},
volume = {abs/1802.09985},
year = {2018},
url = {http://arxiv.org/abs/1802.09985},
eprinttype = {arXiv},
eprint = {1802.09985},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06443,
author = {Hanlin Tang and
Ce Zhang and
Shaoduo Gan and
Tong Zhang and
Ji Liu},
title = {Decentralization Meets Quantization},
journal = {CoRR},
volume = {abs/1803.06443},
year = {2018},
url = {http://arxiv.org/abs/1803.06443},
eprinttype = {arXiv},
eprint = {1803.06443},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-01373,
author = {Xinpeng Chen and
Jingyuan Chen and
Lin Ma and
Jian Yao and
Wei Liu and
Jiebo Luo and
Tong Zhang},
title = {Fine-grained Video Attractiveness Prediction Using Multimodal Deep
Learning on a Large Real-world Dataset},
journal = {CoRR},
volume = {abs/1804.01373},
year = {2018},
url = {http://arxiv.org/abs/1804.01373},
eprinttype = {arXiv},
eprint = {1804.01373},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-01373.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-07007,
author = {Yi Liao and
Lidong Bing and
Piji Li and
Shuming Shi and
Wai Lam and
Tong Zhang},
title = {Incorporating Pseudo-Parallel Data for Quantifiable Sequence Editing},
journal = {CoRR},
volume = {abs/1804.07007},
year = {2018},
url = {http://arxiv.org/abs/1804.07007},
eprinttype = {arXiv},
eprint = {1804.07007},
timestamp = {Mon, 18 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-07007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-06137,
author = {Li Shen and
Peng Sun and
Yitong Wang and
Wei Liu and
Tong Zhang},
title = {An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal
Extra-Gradient Method},
journal = {CoRR},
volume = {abs/1805.06137},
year = {2018},
url = {http://arxiv.org/abs/1805.06137},
eprinttype = {arXiv},
eprint = {1805.06137},
timestamp = {Wed, 19 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-06137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08527,
author = {Weizhong Zhang and
Bin Hong and
Lin Ma and
Wei Liu and
Tong Zhang},
title = {Safe Element Screening for Submodular Function Minimization},
journal = {CoRR},
volume = {abs/1805.08527},
year = {2018},
url = {http://arxiv.org/abs/1805.08527},
eprinttype = {arXiv},
eprint = {1805.08527},
timestamp = {Fri, 22 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08527.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-08054,
author = {Jiaxiang Wu and
Weidong Huang and
Junzhou Huang and
Tong Zhang},
title = {Error Compensated Quantized {SGD} and its Applications to Large-scale
Distributed Optimization},
journal = {CoRR},
volume = {abs/1806.08054},
year = {2018},
url = {http://arxiv.org/abs/1806.08054},
eprinttype = {arXiv},
eprint = {1806.08054},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-08054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01695,
author = {Cong Fang and
Chris Junchi Li and
Zhouchen Lin and
Tong Zhang},
title = {{SPIDER:} Near-Optimal Non-Convex Optimization via Stochastic Path
Integrated Differential Estimator},
journal = {CoRR},
volume = {abs/1807.01695},
year = {2018},
url = {http://arxiv.org/abs/1807.01695},
eprinttype = {arXiv},
eprint = {1807.01695},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-01695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-08536,
author = {Minjun Li and
Haozhi Huang and
Lin Ma and
Wei Liu and
Tong Zhang and
Yu{-}Gang Jiang},
title = {Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent
Adversarial Networks},
journal = {CoRR},
volume = {abs/1807.08536},
year = {2018},
url = {http://arxiv.org/abs/1807.08536},
eprinttype = {arXiv},
eprint = {1807.08536},
timestamp = {Mon, 14 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-08536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-09986,
author = {Wenhao Jiang and
Lin Ma and
Yu{-}Gang Jiang and
Wei Liu and
Tong Zhang},
title = {Recurrent Fusion Network for Image Captioning},
journal = {CoRR},
volume = {abs/1807.09986},
year = {2018},
url = {http://arxiv.org/abs/1807.09986},
eprinttype = {arXiv},
eprint = {1807.09986},
timestamp = {Fri, 22 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-09986.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-01575,
author = {Yang Feng and
Lin Ma and
Wei Liu and
Tong Zhang and
Jiebo Luo},
title = {Video Re-localization},
journal = {CoRR},
volume = {abs/1808.01575},
year = {2018},
url = {http://arxiv.org/abs/1808.01575},
eprinttype = {arXiv},
eprint = {1808.01575},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-01575.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-03405,
author = {Wenhan Luo and
Peng Sun and
Fangwei Zhong and
Wei Liu and
Tong Zhang and
Yizhou Wang},
title = {End-to-end Active Object Tracking and Its Real-world Deployment via
Reinforcement Learning},
journal = {CoRR},
volume = {abs/1808.03405},
year = {2018},
url = {http://arxiv.org/abs/1808.03405},
eprinttype = {arXiv},
eprint = {1808.03405},
timestamp = {Wed, 19 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-03405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-09645,
author = {Chris Junchi Li and
Mengdi Wang and
Han Liu and
Tong Zhang},
title = {Diffusion Approximations for Online Principal Component Estimation
and Global Convergence},
journal = {CoRR},
volume = {abs/1808.09645},
year = {2018},
url = {http://arxiv.org/abs/1808.09645},
eprinttype = {arXiv},
eprint = {1808.09645},
timestamp = {Tue, 09 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-09645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-06024,
author = {Kean Ming Tan and
Zhaoran Wang and
Tong Zhang and
Han Liu and
R. Dennis Cook},
title = {A convex formulation for high-dimensional sparse sliced inverse regression},
journal = {CoRR},
volume = {abs/1809.06024},
year = {2018},
url = {http://arxiv.org/abs/1809.06024},
eprinttype = {arXiv},
eprint = {1809.06024},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-06024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-07193,
author = {Peng Sun and
Xinghai Sun and
Lei Han and
Jiechao Xiong and
Qing Wang and
Bo Li and
Yang Zheng and
Ji Liu and
Yongsheng Liu and
Han Liu and
Tong Zhang},
title = {TStarBots: Defeating the Cheating Level Builtin {AI} in StarCraft
{II} in the Full Game},
journal = {CoRR},
volume = {abs/1809.07193},
year = {2018},
url = {http://arxiv.org/abs/1809.07193},
eprinttype = {arXiv},
eprint = {1809.07193},
timestamp = {Sat, 27 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-07193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-09350,
author = {Chao{-}Bing Song and
Ji Liu and
Han Liu and
Yong Jiang and
Tong Zhang},
title = {Fully Implicit Online Learning},
journal = {CoRR},
volume = {abs/1809.09350},
year = {2018},
url = {http://arxiv.org/abs/1809.09350},
eprinttype = {arXiv},
eprint = {1809.09350},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-09350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-05456,
author = {Yonggen Ling and
Linchao Bao and
Zequn Jie and
Fengming Zhu and
Ziyang Li and
Shanmin Tang and
Yongsheng Liu and
Wei Liu and
Tong Zhang},
title = {Modeling Varying Camera-IMU Time Offset in Optimization-Based Visual-Inertial
Odometry},
journal = {CoRR},
volume = {abs/1810.05456},
year = {2018},
url = {http://arxiv.org/abs/1810.05456},
eprinttype = {arXiv},
eprint = {1810.05456},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-05456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-06394,
author = {Jiechao Xiong and
Qing Wang and
Zhuoran Yang and
Peng Sun and
Lei Han and
Yang Zheng and
Haobo Fu and
Tong Zhang and
Ji Liu and
Han Liu},
title = {Parametrized Deep Q-Networks Learning: Reinforcement Learning with
Discrete-Continuous Hybrid Action Space},
journal = {CoRR},
volume = {abs/1810.06394},
year = {2018},
url = {http://arxiv.org/abs/1810.06394},
eprinttype = {arXiv},
eprint = {1810.06394},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-06394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07599,
author = {Yitong Wang and
Dihong Gong and
Zheng Zhou and
Xing Ji and
Hao Wang and
Zhifeng Li and
Wei Liu and
Tong Zhang},
title = {Orthogonal Deep Features Decomposition for Age-Invariant Face Recognition},
journal = {CoRR},
volume = {abs/1810.07599},
year = {2018},
url = {http://arxiv.org/abs/1810.07599},
eprinttype = {arXiv},
eprint = {1810.07599},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-07599.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10181,
author = {Zi{-}Yi Dou and
Zhaopeng Tu and
Xing Wang and
Shuming Shi and
Tong Zhang},
title = {Exploiting Deep Representations for Neural Machine Translation},
journal = {CoRR},
volume = {abs/1810.10181},
year = {2018},
url = {http://arxiv.org/abs/1810.10181},
eprinttype = {arXiv},
eprint = {1810.10181},
timestamp = {Mon, 18 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-10181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10182,
author = {Baosong Yang and
Zhaopeng Tu and
Derek F. Wong and
Fandong Meng and
Lidia S. Chao and
Tong Zhang},
title = {Modeling Localness for Self-Attention Networks},
journal = {CoRR},
volume = {abs/1810.10182},
year = {2018},
url = {http://arxiv.org/abs/1810.10182},
eprinttype = {arXiv},
eprint = {1810.10182},
timestamp = {Mon, 18 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-10182.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10183,
author = {Jian Li and
Zhaopeng Tu and
Baosong Yang and
Michael R. Lyu and
Tong Zhang},
title = {Multi-Head Attention with Disagreement Regularization},
journal = {CoRR},
volume = {abs/1810.10183},
year = {2018},
url = {http://arxiv.org/abs/1810.10183},
eprinttype = {arXiv},
eprint = {1810.10183},
timestamp = {Mon, 18 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-10183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01182,
author = {Conghui Tan and
Tong Zhang and
Shiqian Ma and
Ji Liu},
title = {Stochastic Primal-Dual Method for Empirical Risk Minimization with
{O(1)} Per-Iteration Complexity},
journal = {CoRR},
volume = {abs/1811.01182},
year = {2018},
url = {http://arxiv.org/abs/1811.01182},
eprinttype = {arXiv},
eprint = {1811.01182},
timestamp = {Mon, 17 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01182.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02328,
author = {Kaipeng Zhang and
Zhanpeng Zhang and
Chia{-}Wen Cheng and
Winston H. Hsu and
Yu Qiao and
Wei Liu and
Tong Zhang},
title = {Super-Identity Convolutional Neural Network for Face Hallucination},
journal = {CoRR},
volume = {abs/1811.02328},
year = {2018},
url = {http://arxiv.org/abs/1811.02328},
eprinttype = {arXiv},
eprint = {1811.02328},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-02328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08541,
author = {Xiang Kong and
Zhaopeng Tu and
Shuming Shi and
Eduard H. Hovy and
Tong Zhang},
title = {Neural Machine Translation with Adequacy-Oriented Learning},
journal = {CoRR},
volume = {abs/1811.08541},
year = {2018},
url = {http://arxiv.org/abs/1811.08541},
eprinttype = {arXiv},
eprint = {1811.08541},
timestamp = {Mon, 18 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02783,
author = {Kaiqing Zhang and
Zhuoran Yang and
Han Liu and
Tong Zhang and
Tamer Basar},
title = {Finite-Sample Analyses for Fully Decentralized Multi-Agent Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1812.02783},
year = {2018},
url = {http://arxiv.org/abs/1812.02783},
eprinttype = {arXiv},
eprint = {1812.02783},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-11377,
author = {Haishan Ye and
Zhichao Huang and
Cong Fang and
Chris Junchi Li and
Tong Zhang},
title = {Hessian-Aware Zeroth-Order Optimization for Black-Box Adversarial
Attack},
journal = {CoRR},
volume = {abs/1812.11377},
year = {2018},
url = {http://arxiv.org/abs/1812.11377},
eprinttype = {arXiv},
eprint = {1812.11377},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-11377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhengWXXZ17,
author = {Shun Zheng and
Jialei Wang and
Fen Xia and
Wei Xu and
Tong Zhang},
title = {A General Distributed Dual Coordinate Optimization Framework for Regularized
Loss Minimization},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {115:1--115:52},
year = {2017},
url = {https://jmlr.org/papers/v18/16-463.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhengWXXZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuanLZ17,
author = {Xiao{-}Tong Yuan and
Ping Li and
Tong Zhang},
title = {Gradient Hard Thresholding Pursuit},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {166:1--166:43},
year = {2017},
url = {https://jmlr.org/papers/v18/14-415.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuanLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SongXWWZZ017,
author = {Jun Song and
Jun Xiao and
Fei Wu and
Haishan Wu and
Tong Zhang and
Zhongfei (Mark) Zhang and
Wenwu Zhu},
title = {Hierarchical Contextual Attention Recurrent Neural Network for Map
Query Suggestion},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {9},
pages = {1888--1901},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2700392},
doi = {10.1109/TKDE.2017.2700392},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/SongXWWZZ017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiZLYYZ17,
author = {Jun Li and
Tong Zhang and
Wei Luo and
Jian Yang and
Xiao{-}Tong Yuan and
Jian Zhang},
title = {Sparseness Analysis in the Pretraining of Deep Neural Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {6},
pages = {1425--1438},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2016.2541681},
doi = {10.1109/TNNLS.2016.2541681},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LiZLYYZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/JohnsonZ17,
author = {Rie Johnson and
Tong Zhang},
editor = {Regina Barzilay and
Min{-}Yen Kan},
title = {Deep Pyramid Convolutional Neural Networks for Text Categorization},
booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, Volume
1: Long Papers},
pages = {562--570},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/P17-1052},
doi = {10.18653/V1/P17-1052},
timestamp = {Fri, 06 Aug 2021 00:40:58 +0200},
biburl = {https://dblp.org/rec/conf/acl/JohnsonZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangKS017,
author = {Jialei Wang and
Mladen Kolar and
Nathan Srebro and
Tong Zhang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Efficient Distributed Learning with Sparsity},
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 = {3636--3645},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17f.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangKS017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangZZHZ17,
author = {Wenpeng Zhang and
Peilin Zhao and
Wenwu Zhu and
Steven C. H. Hoi and
Tong Zhang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Projection-free Distributed Online Learning in Networks},
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 = {4054--4062},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhang17g.html},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangZZHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiWZ17,
author = {Chris Junchi Li and
Mengdi Wang and
Tong Zhang},
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 = {Diffusion Approximations for Online Principal Component Estimation
and Global Convergence},
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 = {645--655},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/13f3cf8c531952d72e5847c4183e6910-Abstract.html},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiWZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiYGHZZ17,
author = {Xingguo Li and
Lin Yang and
Jason Ge and
Jarvis D. Haupt and
Tong Zhang and
Tuo Zhao},
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 = {On Quadratic Convergence of {DC} Proximal Newton Algorithm in Nonconvex
Sparse Learning},
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 = {2742--2752},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/351b33587c5fdd93bd42ef7ac9995a28-Abstract.html},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiYGHZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiYGHZZ17,
author = {Xingguo Li and
Lin F. Yang and
Jason Ge and
Jarvis D. Haupt and
Tong Zhang and
Tuo Zhao},
title = {On Quadratic Convergence of {DC} Proximal Newton Algorithm for Nonconvex
Sparse Learning in High Dimensions},
journal = {CoRR},
volume = {abs/1706.06066},
year = {2017},
url = {http://arxiv.org/abs/1706.06066},
eprinttype = {arXiv},
eprint = {1706.06066},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiYGHZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Wang017a,
author = {Jialei Wang and
Tong Zhang},
title = {Improved Optimization of Finite Sums with Minibatch Stochastic Variance
Reduced Proximal Iterations},
journal = {CoRR},
volume = {abs/1706.07001},
year = {2017},
url = {http://arxiv.org/abs/1706.07001},
eprinttype = {arXiv},
eprint = {1706.07001},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Wang017a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-09854,
author = {Jianqiao Wangni and
Jialei Wang and
Ji Liu and
Tong Zhang},
title = {Gradient Sparsification for Communication-Efficient Distributed Optimization},
journal = {CoRR},
volume = {abs/1710.09854},
year = {2017},
url = {http://arxiv.org/abs/1710.09854},
eprinttype = {arXiv},
eprint = {1710.09854},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-09854.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00658,
author = {Lei Han and
Tong Zhang},
title = {Candidates v.s. Noises Estimation for Large Multi-Class Classification
Problem},
journal = {CoRR},
volume = {abs/1711.00658},
year = {2017},
url = {http://arxiv.org/abs/1711.00658},
eprinttype = {arXiv},
eprint = {1711.00658},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00658.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09367,
author = {Zhaopeng Tu and
Yang Liu and
Shuming Shi and
Tong Zhang},
title = {Learning to Remember Translation History with a Continuous Cache},
journal = {CoRR},
volume = {abs/1711.09367},
year = {2017},
url = {http://arxiv.org/abs/1711.09367},
eprinttype = {arXiv},
eprint = {1711.09367},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangZZ16,
author = {Shusen Wang and
Zhihua Zhang and
Tong Zhang},
title = {Towards More Efficient {SPSD} Matrix Approximation and {CUR} Matrix
Decomposition},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {210:1--210:49},
year = {2016},
url = {https://jmlr.org/papers/v17/15-190.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/Shalev-Shwartz016,
author = {Shai Shalev{-}Shwartz and
Tong Zhang},
title = {Accelerated proximal stochastic dual coordinate ascent for regularized
loss minimization},
journal = {Math. Program.},
volume = {155},
number = {1-2},
pages = {105--145},
year = {2016},
url = {https://doi.org/10.1007/s10107-014-0839-0},
doi = {10.1007/S10107-014-0839-0},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/Shalev-Shwartz016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JohnsonZ16,
author = {Rie Johnson and
Tong Zhang},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Supervised and Semi-Supervised Text Categorization using {LSTM} for
Region Embeddings},
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 = {526--534},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/johnson16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/JohnsonZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangWLEZ16,
author = {Zhuoran Yang and
Zhaoran Wang and
Han Liu and
Yonina C. Eldar and
Tong Zhang},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Sparse Nonlinear Regression: Parameter Estimation under Nonconvexity},
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 = {2472--2481},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/yangc16.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YangWLEZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HanZWZ16,
author = {Lei Han and
Yu Zhang and
Xiu{-}Feng Wan and
Tong Zhang},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Generalized Hierarchical Sparse Model for Arbitrary-Order Interactive
Antigenic Sites Identification in Flu Virus Data},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {865--874},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939786},
doi = {10.1145/2939672.2939786},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HanZWZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HanZZ16,
author = {Lei Han and
Yu Zhang and
Tong Zhang},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Fast Component Pursuit for Large-Scale Inverse Covariance Estimation},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1585--1594},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939851},
doi = {10.1145/2939672.2939851},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HanZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuanLZ16,
author = {Xiao{-}Tong Yuan and
Ping Li and
Tong Zhang},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Exact Recovery of Hard Thresholding Pursuit},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3558--3566},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/e9b73bccd1762555582b513ff9d02492-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YuanLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuanLZLL16,
author = {Xiao{-}Tong Yuan and
Ping Li and
Tong Zhang and
Qingshan Liu and
Guangcan Liu},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Learning Additive Exponential Family Graphical Models via {\textbackslash}ell{\_}\{2,
1\}-norm Regularized M-Estimation},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4367--4375},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/ee26fc66b1369c7625333bedafbfcaf6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YuanLZLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Johnson016,
author = {Rie Johnson and
Tong Zhang},
title = {Supervised and Semi-Supervised Text Categorization using One-Hot {LSTM}
for Region Embeddings},
journal = {CoRR},
volume = {abs/1602.02373},
year = {2016},
url = {http://arxiv.org/abs/1602.02373},
eprinttype = {arXiv},
eprint = {1602.02373},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Johnson016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhengXXZ16,
author = {Shun Zheng and
Fen Xia and
Wei Xu and
Tong Zhang},
title = {A General Distributed Dual Coordinate Optimization Framework for Regularized
Loss Minimization},
journal = {CoRR},
volume = {abs/1604.03763},
year = {2016},
url = {http://arxiv.org/abs/1604.03763},
eprinttype = {arXiv},
eprint = {1604.03763},
timestamp = {Sun, 28 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhengXXZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HanYZ16,
author = {Lei Han and
Ting Yang and
Tong Zhang},
title = {Local Uncertainty Sampling for Large-Scale Multi-Class Logistic Regression},
journal = {CoRR},
volume = {abs/1604.08098},
year = {2016},
url = {http://arxiv.org/abs/1604.08098},
eprinttype = {arXiv},
eprint = {1604.08098},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HanYZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangKS016,
author = {Jialei Wang and
Mladen Kolar and
Nathan Srebro and
Tong Zhang},
title = {Efficient Distributed Learning with Sparsity},
journal = {CoRR},
volume = {abs/1605.07991},
year = {2016},
url = {http://arxiv.org/abs/1605.07991},
eprinttype = {arXiv},
eprint = {1605.07991},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangKS016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Johnson016a,
author = {Rie Johnson and
Tong Zhang},
title = {Convolutional Neural Networks for Text Categorization: Shallow Word-level
vs. Deep Character-level},
journal = {CoRR},
volume = {abs/1609.00718},
year = {2016},
url = {http://arxiv.org/abs/1609.00718},
eprinttype = {arXiv},
eprint = {1609.00718},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Johnson016a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/txcs/WeissIZ15,
author = {Sholom M. Weiss and
Nitin Indurkhya and
Tong Zhang},
title = {Fundamentals of Predictive Text Mining, Second Edition},
series = {Texts in Computer Science},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-1-4471-6750-1},
doi = {10.1007/978-1-4471-6750-1},
isbn = {978-1-4471-6749-5},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/txcs/WeissIZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SabatoSSH015,
author = {Sivan Sabato and
Shai Shalev{-}Shwartz and
Nathan Srebro and
Daniel J. Hsu and
Tong Zhang},
title = {Learning sparse low-threshold linear classifiers},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {1275--1304},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2886791},
doi = {10.5555/2789272.2886791},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SabatoSSH015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoZ15,
author = {Peilin Zhao and
Tong Zhang},
editor = {Francis R. Bach and
David M. Blei},
title = {Stochastic Optimization with Importance Sampling for Regularized Loss
Minimization},
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 = {1--9},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhaoa15.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoYZL15,
author = {Peilin Zhao and
Jinwei Yang and
Tong Zhang and
Ping Li},
editor = {Francis R. Bach and
David M. Blei},
title = {Adaptive Stochastic Alternating Direction Method of Multipliers},
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 = {69--77},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhaob15.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoYZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/Johnson015,
author = {Rie Johnson and
Tong Zhang},
editor = {Rada Mihalcea and
Joyce Yue Chai and
Anoop Sarkar},
title = {Effective Use of Word Order for Text Categorization with Convolutional
Neural Networks},
booktitle = {{NAACL} {HLT} 2015, The 2015 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
Denver, Colorado, USA, May 31 - June 5, 2015},
pages = {103--112},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/n15-1011},
doi = {10.3115/V1/N15-1011},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/Johnson015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QuRZ15,
author = {Zheng Qu and
Peter Richt{\'{a}}rik and
Tong Zhang},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {865--873},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/01f78be6f7cad02658508fe4616098a9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/QuRZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JohnsonZ15,
author = {Rie Johnson and
Tong Zhang},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Semi-supervised Convolutional Neural Networks for Text Categorization
via Region Embedding},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {919--927},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/acc3e0404646c57502b480dc052c4fe1-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JohnsonZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VainsencherLZ15,
author = {Daniel Vainsencher and
Han Liu and
Tong Zhang},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Local Smoothness in Variance Reduced Optimization},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2179--2187},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/286674e3082feb7e5afb92777e48821f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VainsencherLZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/TianZXZZ15,
author = {Tian Tian and
Jun Zhu and
Fen Xia and
Xin Zhuang and
Tong Zhang},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Crowd Fraud Detection in Internet Advertising},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {1100--1110},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741136},
doi = {10.1145/2736277.2741136},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/TianZXZZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangZZ15,
author = {Shusen Wang and
Zhihua Zhang and
Tong Zhang},
title = {Towards More Efficient Nystrom Approximation and {CUR} Matrix Decomposition},
journal = {CoRR},
volume = {abs/1503.08395},
year = {2015},
url = {http://arxiv.org/abs/1503.08395},
eprinttype = {arXiv},
eprint = {1503.08395},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangZZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Johnson015,
author = {Rie Johnson and
Tong Zhang},
title = {Semi-Supervised Learning with Multi-View Embedding: Theory and Application
with Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1504.01255},
year = {2015},
url = {http://arxiv.org/abs/1504.01255},
eprinttype = {arXiv},
eprint = {1504.01255},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Johnson015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangZZ15a,
author = {Shusen Wang and
Zhihua Zhang and
Tong Zhang},
title = {Improved Analyses of the Randomized Power Method and Block Lanczos
Method},
journal = {CoRR},
volume = {abs/1508.06429},
year = {2015},
url = {http://arxiv.org/abs/1508.06429},
eprinttype = {arXiv},
eprint = {1508.06429},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangZZ15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangWLEZ15,
author = {Zhuoran Yang and
Zhaoran Wang and
Han Liu and
Yonina C. Eldar and
Tong Zhang},
title = {Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference},
journal = {CoRR},
volume = {abs/1511.04514},
year = {2015},
url = {http://arxiv.org/abs/1511.04514},
eprinttype = {arXiv},
eprint = {1511.04514},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/YangWLEZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/focm/HsuK014,
author = {Daniel J. Hsu and
Sham M. Kakade and
Tong Zhang},
title = {Random Design Analysis of Ridge Regression},
journal = {Found. Comput. Math.},
volume = {14},
number = {3},
pages = {569--600},
year = {2014},
url = {https://doi.org/10.1007/s10208-014-9192-1},
doi = {10.1007/S10208-014-9192-1},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/focm/HsuK014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/Johnson014,
author = {Rie Johnson and
Tong Zhang},
title = {Learning Nonlinear Functions Using Regularized Greedy Forest},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {5},
pages = {942--954},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2013.159},
doi = {10.1109/TPAMI.2013.159},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/Johnson014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/Xiao014,
author = {Lin Xiao and
Tong Zhang},
title = {A Proximal Stochastic Gradient Method with Progressive Variance Reduction},
journal = {{SIAM} J. Optim.},
volume = {24},
number = {4},
pages = {2057--2075},
year = {2014},
url = {https://doi.org/10.1137/140961791},
doi = {10.1137/140961791},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/Xiao014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Yuan014,
author = {Xiao{-}Tong Yuan and
Tong Zhang},
title = {Partial Gaussian Graphical Model Estimation},
journal = {{IEEE} Trans. Inf. Theory},
volume = {60},
number = {3},
pages = {1673--1687},
year = {2014},
url = {https://doi.org/10.1109/TIT.2013.2296784},
doi = {10.1109/TIT.2013.2296784},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/Yuan014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/0001Z014,
author = {Ping Li and
Cun{-}Hui Zhang and
Tong Zhang},
editor = {Maria{-}Florina Balcan and
Vitaly Feldman and
Csaba Szepesv{\'{a}}ri},
title = {Compressed Counting Meets Compressed Sensing},
booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
Barcelona, Spain, June 13-15, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {35},
pages = {1058--1077},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v35/li14.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/0001Z014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Shalev-Shwartz014,
author = {Shai Shalev{-}Shwartz and
Tong Zhang},
title = {Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized
Loss Minimization},
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 = {64--72},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/shalev-shwartz14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/Shalev-Shwartz014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuanLZ14,
author = {Xiaotong Yuan and
Ping Li and
Tong Zhang},
title = {Gradient Hard Thresholding Pursuit for Sparsity-Constrained Optimization},
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 = {127--135},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/yuan14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YuanLZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShamirS014,
author = {Ohad Shamir and
Nathan Srebro and
Tong Zhang},
title = {Communication-Efficient Distributed Optimization using an Approximate
Newton-type Method},
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 = {1000--1008},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/shamir14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShamirS014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunZZ14,
author = {Peng Sun and
Tong Zhang and
Jie Zhou},
title = {A Convergence Rate Analysis for LogitBoost, {MART} and Their Variant},
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 = {1251--1259},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/sunc14.html},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SunZZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiZCS14,
author = {Mu Li and
Tong Zhang and
Yuqiang Chen and
Alexander J. Smola},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Efficient mini-batch training for stochastic optimization},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {661--670},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623612},
doi = {10.1145/2623330.2623612},
timestamp = {Sun, 19 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiZCS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ChengXZKL14,
author = {Chen Cheng and
Fen Xia and
Tong Zhang and
Irwin King and
Michael R. Lyu},
editor = {Alfred Kobsa and
Michelle X. Zhou and
Martin Ester and
Yehuda Koren},
title = {Gradient boosting factorization machines},
booktitle = {Eighth {ACM} Conference on Recommender Systems, RecSys '14, Foster
City, Silicon Valley, CA, {USA} - October 06 - 10, 2014},
pages = {265--272},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2645710.2645730},
doi = {10.1145/2645710.2645730},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ChengXZKL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Gu0H14,
author = {Quanquan Gu and
Tong Zhang and
Jiawei Han},
editor = {Nevin L. Zhang and
Jin Tian},
title = {Batch-Mode Active Learning via Error Bound Minimization},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {300--309},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2465\&\#38;proceeding\_id=30},
timestamp = {Wed, 03 Feb 2021 11:09:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/Gu0H14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0001Z014,
author = {Ping Li and
Cun{-}Hui Zhang and
Tong Zhang},
title = {Sparse Recovery with Very Sparse Compressed Counting},
journal = {CoRR},
volume = {abs/1401.0201},
year = {2014},
url = {http://arxiv.org/abs/1401.0201},
eprinttype = {arXiv},
eprint = {1401.0201},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0001Z014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoZ14,
author = {Peilin Zhao and
Tong Zhang},
title = {Stochastic Optimization with Importance Sampling},
journal = {CoRR},
volume = {abs/1401.2753},
year = {2014},
url = {http://arxiv.org/abs/1401.2753},
eprinttype = {arXiv},
eprint = {1401.2753},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoZ14b,
author = {Peilin Zhao and
Tong Zhang},
title = {Accelerating Minibatch Stochastic Gradient Descent using Stratified
Sampling},
journal = {CoRR},
volume = {abs/1405.3080},
year = {2014},
url = {http://arxiv.org/abs/1405.3080},
eprinttype = {arXiv},
eprint = {1405.3080},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoZ14b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/QuRZ14,
author = {Zheng Qu and
Peter Richt{\'{a}}rik and
Tong Zhang},
title = {Randomized Dual Coordinate Ascent with Arbitrary Sampling},
journal = {CoRR},
volume = {abs/1411.5873},
year = {2014},
url = {http://arxiv.org/abs/1411.5873},
eprinttype = {arXiv},
eprint = {1411.5873},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/QuRZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Johnson014,
author = {Rie Johnson and
Tong Zhang},
title = {Effective Use of Word Order for Text Categorization with Convolutional
Neural Networks},
journal = {CoRR},
volume = {abs/1412.1058},
year = {2014},
url = {http://arxiv.org/abs/1412.1058},
eprinttype = {arXiv},
eprint = {1412.1058},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Johnson014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1412-7477,
author = {Tuo Zhao and
Han Liu and
Tong Zhang},
title = {Pathwise Coordinate Optimization for Sparse Learning: Algorithm and
Theory},
journal = {CoRR},
volume = {abs/1412.7477},
year = {2014},
url = {http://arxiv.org/abs/1412.7477},
eprinttype = {arXiv},
eprint = {1412.7477},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1412-7477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangZZ14,
author = {Shusen Wang and
Tong Zhang and
Zhihua Zhang},
title = {Adjusting Leverage Scores by Row Weighting: {A} Practical Approach
to Coherent Matrix Completion},
journal = {CoRR},
volume = {abs/1412.7938},
year = {2014},
url = {http://arxiv.org/abs/1412.7938},
eprinttype = {arXiv},
eprint = {1412.7938},
timestamp = {Thu, 12 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangZZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Shalev-Shwartz013,
author = {Shai Shalev{-}Shwartz and
Tong Zhang},
title = {Stochastic dual coordinate ascent methods for regularized loss},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {567--599},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502598},
doi = {10.5555/2567709.2502598},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Shalev-Shwartz013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Yuan013,
author = {Xiao{-}Tong Yuan and
Tong Zhang},
title = {Truncated power method for sparse eigenvalue problems},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {899--925},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502610},
doi = {10.5555/2567709.2502610},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Yuan013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/Xiao013,
author = {Lin Xiao and
Tong Zhang},
title = {A Proximal-Gradient Homotopy Method for the Sparse Least-Squares Problem},
journal = {{SIAM} J. Optim.},
volume = {23},
number = {2},
pages = {1062--1091},
year = {2013},
url = {https://doi.org/10.1137/120869997},
doi = {10.1137/120869997},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/Xiao013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Shamir013,
author = {Ohad Shamir and
Tong Zhang},
title = {Stochastic Gradient Descent for Non-smooth Optimization: Convergence
Results and Optimal Averaging Schemes},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {71--79},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/shamir13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/Shamir013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Johnson013,
author = {Rie Johnson and
Tong Zhang},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Accelerating Stochastic Gradient Descent using Predictive Variance
Reduction},
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 = {315--323},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/ac1dd209cbcc5e5d1c6e28598e8cbbe8-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Johnson013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Shalev-Shwartz013,
author = {Shai Shalev{-}Shwartz and
Tong Zhang},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Accelerated Mini-Batch Stochastic Dual Coordinate Ascent},
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 = {378--385},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/077e29b11be80ab57e1a2ecabb7da330-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Shalev-Shwartz013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BalasubramanianY013,
author = {Krishnakumar Balasubramanian and
Kai Yu and
Tong Zhang},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {High-dimensional Joint Sparsity Random Effects Model for Multi-task
Learning},
booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
publisher = {{AUAI} Press},
year = {2013},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2365\&\#38;proceeding\_id=29},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/BalasubramanianY013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-2581,
author = {Shai Shalev{-}Shwartz and
Tong Zhang},
title = {Accelerated Mini-Batch Stochastic Dual Coordinate Ascent},
journal = {CoRR},
volume = {abs/1305.2581},
year = {2013},
url = {http://arxiv.org/abs/1305.2581},
eprinttype = {arXiv},
eprint = {1305.2581},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-2581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Shalev-Shwartz013,
author = {Shai Shalev{-}Shwartz and
Tong Zhang},
title = {Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized
Loss Minimization},
journal = {CoRR},
volume = {abs/1309.2375},
year = {2013},
url = {http://arxiv.org/abs/1309.2375},
eprinttype = {arXiv},
eprint = {1309.2375},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Shalev-Shwartz013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BalasubramanianY013,
author = {Krishnakumar Balasubramanian and
Kai Yu and
Tong Zhang},
title = {High-dimensional Joint Sparsity Random Effects Model for Multi-task
Learning},
journal = {CoRR},
volume = {abs/1309.6814},
year = {2013},
url = {http://arxiv.org/abs/1309.6814},
eprinttype = {arXiv},
eprint = {1309.6814},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BalasubramanianY013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0001ZZ13,
author = {Ping Li and
Cun{-}Hui Zhang and
Tong Zhang},
title = {Compressed Counting Meets Compressed Sensing},
journal = {CoRR},
volume = {abs/1310.1076},
year = {2013},
url = {http://arxiv.org/abs/1310.1076},
eprinttype = {arXiv},
eprint = {1310.1076},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0001ZZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiRX013,
author = {Dong Dai and
Philippe Rigollet and
Lucy Xia and
Tong Zhang},
title = {Aggregation of Affine Estimators},
journal = {CoRR},
volume = {abs/1311.2799},
year = {2013},
url = {http://arxiv.org/abs/1311.2799},
eprinttype = {arXiv},
eprint = {1311.2799},
timestamp = {Tue, 06 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DaiRX013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Yuan0013,
author = {Xiao{-}Tong Yuan and
Ping Li and
Tong Zhang},
title = {Gradient Hard Thresholding Pursuit for Sparsity-Constrained Optimization},
journal = {CoRR},
volume = {abs/1311.5750},
year = {2013},
url = {http://arxiv.org/abs/1311.5750},
eprinttype = {arXiv},
eprint = {1311.5750},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Yuan0013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoYZL13,
author = {Peilin Zhao and
Jinwei Yang and
Tong Zhang and
Ping Li},
title = {Accelerating Stochastic Alternating Direction Method of Multipliers
with Adaptive Subgradient},
journal = {CoRR},
volume = {abs/1312.4564},
year = {2013},
url = {http://arxiv.org/abs/1312.4564},
eprinttype = {arXiv},
eprint = {1312.4564},
timestamp = {Sun, 21 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoYZL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShamirS013,
author = {Ohad Shamir and
Nathan Srebro and
Tong Zhang},
title = {Communication Efficient Distributed Optimization using an Approximate
Newton-type Method},
journal = {CoRR},
volume = {abs/1312.7853},
year = {2013},
url = {http://arxiv.org/abs/1312.7853},
eprinttype = {arXiv},
eprint = {1312.7853},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShamirS013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/BarnettYCZW12,
author = {J. Lamar Barnett and
Jialiang Yang and
Zhipeng Cai and
Tong Zhang and
Xiu{-}Feng Wan},
title = {AntigenMap 3D: an online antigenic cartography resource},
journal = {Bioinform.},
volume = {28},
number = {9},
pages = {1292--1293},
year = {2012},
url = {https://doi.org/10.1093/bioinformatics/bts105},
doi = {10.1093/BIOINFORMATICS/BTS105},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/BarnettYCZW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/HsuKZ12,
author = {Daniel J. Hsu and
Sham M. Kakade and
Tong Zhang},
title = {A spectral algorithm for learning Hidden Markov Models},
journal = {J. Comput. Syst. Sci.},
volume = {78},
number = {5},
pages = {1460--1480},
year = {2012},
url = {https://doi.org/10.1016/j.jcss.2011.12.025},
doi = {10.1016/J.JCSS.2011.12.025},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcss/HsuKZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XiaoZ12,
author = {Lin Xiao and
Tong Zhang},
title = {A Proximal-Gradient Homotopy Method for the L1-Regularized Least-Squares
Problem},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/447.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XiaoZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuZDH12,
author = {Quanquan Gu and
Tong Zhang and
Chris H. Q. Ding and
Jiawei Han},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Selective Labeling via Error Bound Minimization},
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 = {332--340},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/045117b0e0a11a242b9765e79cbf113f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GuZDH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HsuKZ12,
author = {Daniel J. Hsu and
Sham M. Kakade and
Tong Zhang},
editor = {Shie Mannor and
Nathan Srebro and
Robert C. Williamson},
title = {Random Design Analysis of Ridge Regression},
booktitle = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June
25-27, 2012, Edinburgh, Scotland},
series = {{JMLR} Proceedings},
volume = {23},
pages = {9.1--9.24},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v23/hsu12/hsu12.pdf},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HsuKZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-2507,
author = {Dong Dai and
Philippe Rigollet and
Tong Zhang},
title = {Deviation Optimal Learning using Greedy Q-aggregation},
journal = {CoRR},
volume = {abs/1203.2507},
year = {2012},
url = {http://arxiv.org/abs/1203.2507},
eprinttype = {arXiv},
eprint = {1203.2507},
timestamp = {Tue, 06 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-2507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3002,
author = {Lin Xiao and
Tong Zhang},
title = {A Proximal-Gradient Homotopy Method for the Sparse Least-Squares Problem},
journal = {CoRR},
volume = {abs/1203.3002},
year = {2012},
url = {http://arxiv.org/abs/1203.3002},
eprinttype = {arXiv},
eprint = {1203.3002},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-3002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-1873,
author = {Shai Shalev{-}Shwartz and
Tong Zhang},
title = {Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization},
journal = {CoRR},
volume = {abs/1209.1873},
year = {2012},
url = {http://arxiv.org/abs/1209.1873},
eprinttype = {arXiv},
eprint = {1209.1873},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-1873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-6419,
author = {Xiao{-}Tong Yuan and
Tong Zhang},
title = {Partial Gaussian Graphical Model Estimation},
journal = {CoRR},
volume = {abs/1209.6419},
year = {2012},
url = {http://arxiv.org/abs/1209.6419},
eprinttype = {arXiv},
eprint = {1209.6419},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-6419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-2717,
author = {Shai Shalev{-}Shwartz and
Tong Zhang},
title = {Proximal Stochastic Dual Coordinate Ascent},
journal = {CoRR},
volume = {abs/1211.2717},
year = {2012},
url = {http://arxiv.org/abs/1211.2717},
eprinttype = {arXiv},
eprint = {1211.2717},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-2717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-5414,
author = {Daniel J. Hsu and
Sham M. Kakade and
Tong Zhang},
title = {Analysis of a randomized approximation scheme for matrix multiplication},
journal = {CoRR},
volume = {abs/1211.5414},
year = {2012},
url = {http://arxiv.org/abs/1211.5414},
eprinttype = {arXiv},
eprint = {1211.5414},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-5414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-1824,
author = {Ohad Shamir and
Tong Zhang},
title = {Stochastic Gradient Descent for Non-smooth Optimization: Convergence
Results and Optimal Averaging Schemes},
journal = {CoRR},
volume = {abs/1212.1824},
year = {2012},
url = {http://arxiv.org/abs/1212.1824},
eprinttype = {arXiv},
eprint = {1212.1824},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-1824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-3276,
author = {Sivan Sabato and
Shai Shalev{-}Shwartz and
Nathan Srebro and
Daniel J. Hsu and
Tong Zhang},
title = {Learning Sparse Low-Threshold Linear Classifiers},
journal = {CoRR},
volume = {abs/1212.3276},
year = {2012},
url = {http://arxiv.org/abs/1212.3276},
eprinttype = {arXiv},
eprint = {1212.3276},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-3276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangZM11,
author = {Junzhou Huang and
Tong Zhang and
Dimitris N. Metaxas},
title = {Learning with Structured Sparsity},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {3371--3412},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2078213},
doi = {10.5555/1953048.2078213},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangZM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/LiLZLWZ11,
author = {Wenyuan Li and
Chun{-}Chi Liu and
Tong Zhang and
Haifeng Li and
Michael S. Waterman and
Xianghong Jasmine Zhou},
title = {Integrative Analysis of Many Weighted Co-Expression Networks Using
Tensor Computation},
journal = {PLoS Comput. Biol.},
volume = {7},
number = {6},
year = {2011},
url = {https://doi.org/10.1371/journal.pcbi.1001106},
doi = {10.1371/JOURNAL.PCBI.1001106},
timestamp = {Fri, 19 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/LiLZLWZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Zhang11,
author = {Tong Zhang},
title = {Adaptive Forward-Backward Greedy Algorithm for Learning Sparse Representations},
journal = {{IEEE} Trans. Inf. Theory},
volume = {57},
number = {7},
pages = {4689--4708},
year = {2011},
url = {https://doi.org/10.1109/TIT.2011.2146690},
doi = {10.1109/TIT.2011.2146690},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/Zhang11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Zhang11a,
author = {Tong Zhang},
title = {Sparse Recovery With Orthogonal Matching Pursuit Under {RIP}},
journal = {{IEEE} Trans. Inf. Theory},
volume = {57},
number = {9},
pages = {6215--6221},
year = {2011},
url = {https://doi.org/10.1109/TIT.2011.2162263},
doi = {10.1109/TIT.2011.2162263},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/Zhang11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/HsuKZ11,
author = {Daniel J. Hsu and
Sham M. Kakade and
Tong Zhang},
title = {Robust Matrix Decomposition With Sparse Corruptions},
journal = {{IEEE} Trans. Inf. Theory},
volume = {57},
number = {11},
pages = {7221--7234},
year = {2011},
url = {https://doi.org/10.1109/TIT.2011.2158250},
doi = {10.1109/TIT.2011.2158250},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/HsuKZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaiZ11,
author = {Dong Dai and
Tong Zhang},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Greedy Model Averaging},
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 = {1242--1250},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/aba3b6fd5d186d28e06ff97135cade7f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DaiZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiNCZGH11,
author = {Zhen Li and
Huazhong Ning and
Liangliang Cao and
Tong Zhang and
Yihong Gong and
Thomas S. Huang},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Learning to Search Efficiently in High Dimensions},
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 = {1710--1718},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/eeb69a3cb92300456b6a5f4162093851-Abstract.html},
timestamp = {Wed, 05 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiNCZGH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AnandkumarCHKSZ11,
author = {Animashree Anandkumar and
Kamalika Chaudhuri and
Daniel J. Hsu and
Sham M. Kakade and
Le Song and
Tong Zhang},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Spectral Methods for Learning Multivariate Latent Tree Structure},
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 = {2025--2033},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/208e43f0e45c4c78cafadb83d2888cb6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AnandkumarCHKSZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DudikHKKLRZ11,
author = {Miroslav Dud{\'{\i}}k and
Daniel J. Hsu and
Satyen Kale and
Nikos Karampatziakis and
John Langford and
Lev Reyzin and
Tong Zhang},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Efficient Optimal Learning for Contextual Bandits},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {169--178},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2246\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/DudikHKKLRZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsuK011,
author = {Daniel J. Hsu and
Sham M. Kakade and
Tong Zhang},
title = {Dimension-free tail inequalities for sums of random matrices},
journal = {CoRR},
volume = {abs/1104.1672},
year = {2011},
url = {http://arxiv.org/abs/1104.1672},
eprinttype = {arXiv},
eprint = {1104.1672},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsuK011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-2363,
author = {Daniel J. Hsu and
Sham M. Kakade and
Tong Zhang},
title = {An Analysis of Random Design Linear Regression},
journal = {CoRR},
volume = {abs/1106.2363},
year = {2011},
url = {http://arxiv.org/abs/1106.2363},
eprinttype = {arXiv},
eprint = {1106.2363},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-2363.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-2369,
author = {Miroslav Dud{\'{\i}}k and
Daniel J. Hsu and
Satyen Kale and
Nikos Karampatziakis and
John Langford and
Lev Reyzin and
Tong Zhang},
title = {Efficient Optimal Learning for Contextual Bandits},
journal = {CoRR},
volume = {abs/1106.2369},
year = {2011},
url = {http://arxiv.org/abs/1106.2369},
eprinttype = {arXiv},
eprint = {1106.2369},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-2369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-1283,
author = {Animashree Anandkumar and
Kamalika Chaudhuri and
Daniel J. Hsu and
Sham M. Kakade and
Le Song and
Tong Zhang},
title = {Spectral Methods for Learning Multivariate Latent Tree Structure},
journal = {CoRR},
volume = {abs/1107.1283},
year = {2011},
url = {http://arxiv.org/abs/1107.1283},
eprinttype = {arXiv},
eprint = {1107.1283},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-1283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-2842,
author = {Daniel J. Hsu and
Sham M. Kakade and
Tong Zhang},
title = {A tail inequality for quadratic forms of subgaussian random vectors},
journal = {CoRR},
volume = {abs/1110.2842},
year = {2011},
url = {http://arxiv.org/abs/1110.2842},
eprinttype = {arXiv},
eprint = {1110.2842},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-2842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-2679,
author = {Xiao{-}Tong Yuan and
Tong Zhang},
title = {Truncated Power Method for Sparse Eigenvalue Problems},
journal = {CoRR},
volume = {abs/1112.2679},
year = {2011},
url = {http://arxiv.org/abs/1112.2679},
eprinttype = {arXiv},
eprint = {1112.2679},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1112-2679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/txcs/WeissIZ10,
author = {Sholom M. Weiss and
Nitin Indurkhya and
Tong Zhang},
title = {Fundamentals of Predictive Text Mining},
series = {Texts in Computer Science},
volume = {41},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-84996-226-1},
doi = {10.1007/978-1-84996-226-1},
isbn = {978-1-84996-225-4},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/txcs/WeissIZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Zhang10,
author = {Tong Zhang},
title = {Analysis of Multi-stage Convex Relaxation for Sparse Regularization},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1081--1107},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756041},
doi = {10.5555/1756006.1756041},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Zhang10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/CaiZW10,
author = {Zhipeng Cai and
Tong Zhang and
Xiu{-}Feng Wan},
title = {A Computational Framework for Influenza Antigenic Cartography},
journal = {PLoS Comput. Biol.},
volume = {6},
number = {10},
year = {2010},
url = {https://doi.org/10.1371/journal.pcbi.1000949},
doi = {10.1371/JOURNAL.PCBI.1000949},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/CaiZW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/Shalev-ShwartzSZ10,
author = {Shai Shalev{-}Shwartz and
Nathan Srebro and
Tong Zhang},
title = {Trading Accuracy for Sparsity in Optimization Problems with Sparsity
Constraints},
journal = {{SIAM} J. Optim.},
volume = {20},
number = {6},
pages = {2807--2832},
year = {2010},
url = {https://doi.org/10.1137/090759574},
doi = {10.1137/090759574},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/Shalev-ShwartzSZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ZhouYZH10,
author = {Xi Zhou and
Kai Yu and
Tong Zhang and
Thomas S. Huang},
editor = {Kostas Daniilidis and
Petros Maragos and
Nikos Paragios},
title = {Image Classification Using Super-Vector Coding of Local Image Descriptors},
booktitle = {Computer Vision - {ECCV} 2010 - 11th European Conference on Computer
Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {6315},
pages = {141--154},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15555-0\_11},
doi = {10.1007/978-3-642-15555-0\_11},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/ZhouYZH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuZ10,
author = {Kai Yu and
Tong Zhang},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Improved Local Coordinate Coding using Local Tangents},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {1215--1222},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/454.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YuZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BeygelzimerHLZ10,
author = {Alina Beygelzimer and
Daniel J. Hsu and
John Langford and
Tong Zhang},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Agnostic Active Learning Without Constraints},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {199--207},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/00411460f7c92d2124a67ea0f4cb5f85-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BeygelzimerHLZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LinZZY10,
author = {Yuanqing Lin and
Tong Zhang and
Shenghuo Zhu and
Kai Yu},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Deep Coding Network},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1405--1413},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/062ddb6c727310e76b6200b7c71f63b5-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LinZZY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/nlp/Zhang10,
author = {Tong Zhang},
editor = {Nitin Indurkhya and
Fred J. Damerau},
title = {Fundamental Statistical Techniques},
booktitle = {Handbook of Natural Language Processing, Second Edition},
pages = {189--204},
publisher = {Chapman and Hall/CRC},
year = {2010},
url = {http://www.crcnetbase.com/doi/abs/10.1201/9781420085938-c9},
doi = {10.1201/9781420085938-C9},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/nlp/Zhang10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1005-2249,
author = {Tong Zhang},
title = {Sparse Recovery with Orthogonal Matching Pursuit under {RIP}},
journal = {CoRR},
volume = {abs/1005.2249},
year = {2010},
url = {http://arxiv.org/abs/1005.2249},
eprinttype = {arXiv},
eprint = {1005.2249},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1005-2249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-2588,
author = {Alina Beygelzimer and
Daniel J. Hsu and
John Langford and
Tong Zhang},
title = {Agnostic Active Learning Without Constraints},
journal = {CoRR},
volume = {abs/1006.2588},
year = {2010},
url = {http://arxiv.org/abs/1006.2588},
eprinttype = {arXiv},
eprint = {1006.2588},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-2588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-1518,
author = {Daniel J. Hsu and
Sham M. Kakade and
Tong Zhang},
title = {Robust Matrix Decomposition with Outliers},
journal = {CoRR},
volume = {abs/1011.1518},
year = {2010},
url = {http://arxiv.org/abs/1011.1518},
eprinttype = {arXiv},
eprint = {1011.1518},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-1518.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Zhang09,
author = {Tong Zhang},
title = {On the Consistency of Feature Selection using Greedy Least Squares
Regression},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {555--568},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577088},
doi = {10.5555/1577069.1577088},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Zhang09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LangfordLZ09,
author = {John Langford and
Lihong Li and
Tong Zhang},
title = {Sparse Online Learning via Truncated Gradient},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {777--801},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577097},
doi = {10.5555/1577069.1577097},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LangfordLZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tweb/GabrilovichBFJJRZ09,
author = {Evgeniy Gabrilovich and
Andrei Z. Broder and
Marcus Fontoura and
Amruta Joshi and
Vanja Josifovski and
Lance Riedel and
Tong Zhang},
title = {Classifying search queries using the Web as a source of knowledge},
journal = {{ACM} Trans. Web},
volume = {3},
number = {2},
pages = {5:1--5:28},
year = {2009},
url = {https://doi.org/10.1145/1513876.1513877},
doi = {10.1145/1513876.1513877},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tweb/GabrilovichBFJJRZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HsuKZ09,
author = {Daniel J. Hsu and
Sham M. Kakade and
Tong Zhang},
title = {A Spectral Algorithm for Learning Hidden Markov Models},
booktitle = {{COLT} 2009 - The 22nd Conference on Learning Theory, Montreal, Quebec,
Canada, June 18-21, 2009},
year = {2009},
url = {http://www.cs.mcgill.ca/\%7Ecolt2009/papers/011.pdf\#page=1},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/HsuKZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangZM09,
author = {Junzhou Huang and
Tong Zhang and
Dimitris N. Metaxas},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Learning with structured sparsity},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {417--424},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553429},
doi = {10.1145/1553374.1553429},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangZM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LangfordSZ09,
author = {John Langford and
Ruslan Salakhutdinov and
Tong Zhang},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Learning nonlinear dynamic models},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {593--600},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553451},
doi = {10.1145/1553374.1553451},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LangfordSZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsuKLZ09,
author = {Daniel J. Hsu and
Sham M. Kakade and
John Langford and
Tong Zhang},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Multi-Label Prediction via Compressed Sensing},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {772--780},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/67974233917cea0e42a49a2fb7eb4cf4-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HsuKLZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuZG09,
author = {Kai Yu and
Tong Zhang and
Yihong Gong},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Nonlinear Learning using Local Coordinate Coding},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {2223--2231},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/2afe4567e1bf64d32a5527244d104cea-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YuZG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0902-1284,
author = {Daniel J. Hsu and
Sham M. Kakade and
John Langford and
Tong Zhang},
title = {Multi-Label Prediction via Compressed Sensing},
journal = {CoRR},
volume = {abs/0902.1284},
year = {2009},
url = {http://arxiv.org/abs/0902.1284},
eprinttype = {arXiv},
eprint = {0902.1284},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0902-1284.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0905-3369,
author = {John Langford and
Ruslan Salakhutdinov and
Tong Zhang},
title = {Learning Nonlinear Dynamic Models},
journal = {CoRR},
volume = {abs/0905.3369},
year = {2009},
url = {http://arxiv.org/abs/0905.3369},
eprinttype = {arXiv},
eprint = {0905.3369},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0905-3369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/TillmannZ08,
author = {Christoph Tillmann and
Tong Zhang},
title = {An Online Relevant Set Algorithm for Statistical Machine Translation},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {16},
number = {7},
pages = {1274--1286},
year = {2008},
url = {https://doi.org/10.1109/TASL.2008.921760},
doi = {10.1109/TASL.2008.921760},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/TillmannZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/JohnsonZ08,
author = {Rie Johnson and
Tong Zhang},
title = {Graph-Based Semi-Supervised Learning and Spectral Kernel Design},
journal = {{IEEE} Trans. Inf. Theory},
volume = {54},
number = {1},
pages = {275--288},
year = {2008},
url = {https://doi.org/10.1109/TIT.2007.911294},
doi = {10.1109/TIT.2007.911294},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/JohnsonZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/CossockZ08,
author = {David Cossock and
Tong Zhang},
title = {Statistical Analysis of Bayes Optimal Subset Ranking},
journal = {{IEEE} Trans. Inf. Theory},
volume = {54},
number = {11},
pages = {5140--5154},
year = {2008},
url = {https://doi.org/10.1109/TIT.2008.929939},
doi = {10.1109/TIT.2008.929939},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/CossockZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LangfordLZ08,
author = {John Langford and
Lihong Li and
Tong Zhang},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Sparse Online Learning via Truncated Gradient},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {905--912},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/92c8c96e4c37100777c7190b76d28233-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LangfordLZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang08,
author = {Tong Zhang},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Adaptive Forward-Backward Greedy Algorithm for Sparse Learning with
Linear Models},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1921--1928},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/7380ad8a673226ae47fce7bff88e9c33-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Zhang08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang08a,
author = {Tong Zhang},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Multi-stage Convex Relaxation for Learning with Sparse Regularization},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1929--1936},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/1be3bc32e6564055d5ca3e5a354acbef-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Zhang08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/colt/2008,
editor = {Rocco A. Servedio and
Tong Zhang},
title = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki,
Finland, July 9-12, 2008},
publisher = {Omnipress},
year = {2008},
timestamp = {Fri, 19 Apr 2013 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0806-4686,
author = {John Langford and
Lihong Li and
Tong Zhang},
title = {Sparse Online Learning via Truncated Gradient},
journal = {CoRR},
volume = {abs/0806.4686},
year = {2008},
url = {http://arxiv.org/abs/0806.4686},
eprinttype = {arXiv},
eprint = {0806.4686},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0806-4686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0811-4413,
author = {Daniel J. Hsu and
Sham M. Kakade and
Tong Zhang},
title = {A Spectral Algorithm for Learning Hidden Markov Models},
journal = {CoRR},
volume = {abs/0811.4413},
year = {2008},
url = {http://arxiv.org/abs/0811.4413},
eprinttype = {arXiv},
eprint = {0811.4413},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0811-4413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JohnsonZ07,
author = {Rie Johnson and
Tong Zhang},
title = {On the Effectiveness of Laplacian Normalization for Graph Semi-supervised
Learning},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {1489--1517},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1314549},
doi = {10.5555/1314498.1314549},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JohnsonZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tslp/TillmannZ07,
author = {Christoph Tillmann and
Tong Zhang},
title = {A block bigram prediction model for statistical machine translation},
journal = {{ACM} Trans. Speech Lang. Process.},
volume = {4},
number = {3},
pages = {6},
year = {2007},
url = {https://doi.org/10.1145/1255171.1255172},
doi = {10.1145/1255171.1255172},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tslp/TillmannZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BalcanBZ07,
author = {Maria{-}Florina Balcan and
Andrei Z. Broder and
Tong Zhang},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Margin Based Active Learning},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {35--50},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_5},
doi = {10.1007/978-3-540-72927-3\_5},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/BalcanBZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AndoZ07,
author = {Rie Kubota Ando and
Tong Zhang},
editor = {Zoubin Ghahramani},
title = {Two-view feature generation model for semi-supervised learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {25--32},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273500},
doi = {10.1145/1273496.1273500},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AndoZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LangfordZ07,
author = {John Langford and
Tong Zhang},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {The Epoch-Greedy Algorithm for Multi-armed Bandits with Side Information},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {817--824},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/4b04a686b0ad13dce35fa99fa4161c65-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LangfordZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhengZZCCS07,
author = {Zhaohui Zheng and
Hongyuan Zha and
Tong Zhang and
Olivier Chapelle and
Keke Chen and
Gordon Sun},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {A General Boosting Method and its Application to Learning Ranking
Functions for Web Search},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1697--1704},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/8d317bdcf4aafcfc22149d77babee96d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhengZZCCS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/BroderFGJJZ07,
author = {Andrei Z. Broder and
Marcus Fontoura and
Evgeniy Gabrilovich and
Amruta Joshi and
Vanja Josifovski and
Tong Zhang},
editor = {Wessel Kraaij and
Arjen P. de Vries and
Charles L. A. Clarke and
Norbert Fuhr and
Noriko Kando},
title = {Robust classification of rare queries using web knowledge},
booktitle = {{SIGIR} 2007: Proceedings of the 30th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Amsterdam,
The Netherlands, July 23-27, 2007},
pages = {231--238},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1277741.1277783},
doi = {10.1145/1277741.1277783},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/BroderFGJJZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Zhang06a,
author = {Tong Zhang},
title = {Information-theoretic upper and lower bounds for statistical estimation},
journal = {{IEEE} Trans. Inf. Theory},
volume = {52},
number = {4},
pages = {1307--1321},
year = {2006},
url = {https://doi.org/10.1109/TIT.2005.864439},
doi = {10.1109/TIT.2005.864439},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/Zhang06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TillmannZ06,
author = {Christoph Tillmann and
Tong Zhang},
editor = {Nicoletta Calzolari and
Claire Cardie and
Pierre Isabelle},
title = {A Discriminative Global Training Algorithm for Statistical {MT}},
booktitle = {{ACL} 2006, 21st International Conference on Computational Linguistics
and 44th Annual Meeting of the Association for Computational Linguistics,
Proceedings of the Conference, Sydney, Australia, 17-21 July 2006},
publisher = {The Association for Computer Linguistics},
year = {2006},
url = {https://aclanthology.org/P06-1091/},
doi = {10.3115/1220175.1220266},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TillmannZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/GuoDTZZ06,
author = {Zixiu Guo and
John D'Ambra and
Tim Turner and
Huiying Zhang and
Tong Zhang},
editor = {Guillermo Rodr{\'{\i}}guez{-}Abitia and
Ignacio Ania B.},
title = {Effectiveness of Meeting Outcomes in Virtual vs. Face-to-Face Teams:
{A} Comparison Study in China},
booktitle = {Connecting the Americas. 12th Americas Conference on Information Systems,
{AMCIS} 2006, Acapulco, Mexico, August 4-6, 2006},
pages = {195},
publisher = {Association for Information Systems},
year = {2006},
url = {http://aisel.aisnet.org/amcis2006/195},
timestamp = {Thu, 21 Jun 2018 07:21:45 +0200},
biburl = {https://dblp.org/rec/conf/amcis/GuoDTZZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CossockZ06,
author = {David Cossock and
Tong Zhang},
editor = {G{\'{a}}bor Lugosi and
Hans Ulrich Simon},
title = {Subset Ranking Using Regression},
booktitle = {Learning Theory, 19th Annual Conference on Learning Theory, {COLT}
2006, Pittsburgh, PA, USA, June 22-25, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4005},
pages = {605--619},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11776420\_44},
doi = {10.1007/11776420\_44},
timestamp = {Fri, 08 Sep 2023 21:18:17 +0200},
biburl = {https://dblp.org/rec/conf/colt/CossockZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangPD06,
author = {Tong Zhang and
Alexandrin Popescul and
Byron Dom},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Linear prediction models with graph regularization for web-page categorization},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {821--826},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150510},
doi = {10.1145/1150402.1150510},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangPD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AndoZ06,
author = {Rie Kubota Ando and
Tong Zhang},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Learning on Graph with Laplacian Regularization},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {25--32},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/d87c68a56bc8eb803b44f25abb627786-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AndoZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AndoZ05,
author = {Rie Kubota Ando and
Tong Zhang},
title = {A Framework for Learning Predictive Structures from Multiple Tasks
and Unlabeled Data},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1817--1853},
year = {2005},
url = {https://jmlr.org/papers/v6/ando05a.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AndoZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Zhang05,
author = {Tong Zhang},
title = {Learning Bounds for Kernel Regression Using Effective Data Dimensionality},
journal = {Neural Comput.},
volume = {17},
number = {9},
pages = {2077--2098},
year = {2005},
url = {https://doi.org/10.1162/0899766054323008},
doi = {10.1162/0899766054323008},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Zhang05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/AndoZ05,
author = {Rie Kubota Ando and
Tong Zhang},
editor = {Kevin Knight and
Hwee Tou Ng and
Kemal Oflazer},
title = {A High-Performance Semi-Supervised Learning Method for Text Chunking},
booktitle = {{ACL} 2005, 43rd Annual Meeting of the Association for Computational
Linguistics, Proceedings of the Conference, 25-30 June 2005, University
of Michigan, {USA}},
pages = {1--9},
publisher = {The Association for Computer Linguistics},
year = {2005},
url = {https://aclanthology.org/P05-1001/},
doi = {10.3115/1219840.1219841},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/AndoZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TillmannZ05,
author = {Christoph Tillmann and
Tong Zhang},
editor = {Kevin Knight and
Hwee Tou Ng and
Kemal Oflazer},
title = {A Localized Prediction Model for Statistical Machine Translation},
booktitle = {{ACL} 2005, 43rd Annual Meeting of the Association for Computational
Linguistics, Proceedings of the Conference, 25-30 June 2005, University
of Michigan, {USA}},
pages = {557--564},
publisher = {The Association for Computer Linguistics},
year = {2005},
url = {https://aclanthology.org/P05-1069/},
doi = {10.3115/1219840.1219909},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TillmannZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Zhang05,
author = {Tong Zhang},
editor = {Peter Auer and
Ron Meir},
title = {Data Dependent Concentration Bounds for Sequential Prediction Algorithms},
booktitle = {Learning Theory, 18th Annual Conference on Learning Theory, {COLT}
2005, Bertinoro, Italy, June 27-30, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3559},
pages = {173--187},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11503415\_12},
doi = {10.1007/11503415\_12},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/Zhang05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Zhang05a,
author = {Tong Zhang},
editor = {Peter Auer and
Ron Meir},
title = {Localized Upper and Lower Bounds for Some Estimation Problems},
booktitle = {Learning Theory, 18th Annual Conference on Learning Theory, {COLT}
2005, Bertinoro, Italy, June 27-30, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3559},
pages = {516--530},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11503415\_35},
doi = {10.1007/11503415\_35},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Zhang05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangA05,
author = {Tong Zhang and
Rie Kubota Ando},
title = {Analysis of Spectral Kernel Design based Semi-supervised Learning},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {1601--1608},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/35c5a2cb362c4d214156f930e7d13252-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trec/AndoDZ05,
author = {Rie Kubota Ando and
Mark Dredze and
Tong Zhang},
editor = {Ellen M. Voorhees and
Lori P. Buckland},
title = {{TREC} 2005 Genomics Track Experiments at {IBM} Watson},
booktitle = {Proceedings of the Fourteenth Text REtrieval Conference, {TREC} 2005,
Gaithersburg, Maryland, USA, November 15-18, 2005},
series = {{NIST} Special Publication},
volume = {500-266},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2005},
url = {http://trec.nist.gov/pubs/trec14/papers/ibm-tjwatson.geo.pdf},
timestamp = {Wed, 07 Jul 2021 16:44:22 +0200},
biburl = {https://dblp.org/rec/conf/trec/AndoDZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/DamerauZWI04,
author = {Fred Damerau and
Tong Zhang and
Sholom M. Weiss and
Nitin Indurkhya},
title = {Text categorization for a comprehensive time-dependent benchmark},
journal = {Inf. Process. Manag.},
volume = {40},
number = {2},
pages = {209--221},
year = {2004},
url = {https://doi.org/10.1016/S0306-4573(03)00006-2},
doi = {10.1016/S0306-4573(03)00006-2},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/DamerauZWI04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Zhang04a,
author = {Tong Zhang},
title = {Statistical Analysis of Some Multi-Category Large Margin Classification
Methods},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1225--1251},
year = {2004},
url = {https://jmlr.org/papers/volume5/zhang04b/zhang04b.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Zhang04a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Zhang04,
author = {Tong Zhang},
editor = {John Shawe{-}Taylor and
Yoram Singer},
title = {On the Convergence of {MDL} Density Estimation},
booktitle = {Learning Theory, 17th Annual Conference on Learning Theory, {COLT}
2004, Banff, Canada, July 1-4, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3120},
pages = {315--330},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27819-1\_22},
doi = {10.1007/978-3-540-27819-1\_22},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/Zhang04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhang04,
author = {Tong Zhang},
editor = {Carla E. Brodley},
title = {Solving large scale linear prediction problems using stochastic gradient
descent algorithms},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015332},
doi = {10.1145/1015330.1015332},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Zhang04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/GuoJHZ04,
author = {Honglei Guo and
Jianmin Jiang and
Gang Hu and
Tong Zhang},
editor = {Keh{-}Yih Su and
Jun'ichi Tsujii and
Jong{-}Hyeok Lee and
Oi Yee Kwong},
title = {Chinese Named Entity Recognition Based on Multilevel Linguistic Features},
booktitle = {Natural Language Processing - {IJCNLP} 2004, First International Joint
Conference, Hainan Island, China, March 22-24, 2004, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {3248},
pages = {90--99},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30211-7\_10},
doi = {10.1007/978-3-540-30211-7\_10},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ijcnlp/GuoJHZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BiZB04,
author = {Jinbo Bi and
Tong Zhang and
Kristin P. Bennett},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {Column-generation boosting methods for mixture of kernels},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {521--526},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014113},
doi = {10.1145/1014052.1014113},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BiZB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BiZ04,
author = {Jinbo Bi and
Tong Zhang},
title = {Support Vector Classification with Input Data Uncertainty},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {161--168},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/22b1f2e0983160db6f7bb9f62f4dbb39-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BiZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang04,
author = {Tong Zhang},
title = {Class-size Independent Generalization Analsysis of Some Discriminative
Multi-Category Classification},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {1625--1632},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/b096577e264d1ebd6b41041f392eec23-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Zhang04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangPZ04,
author = {Li Zhang and
Yue Pan and
Tong Zhang},
editor = {Mark Sanderson and
Kalervo J{\"{a}}rvelin and
James Allan and
Peter Bruza},
title = {Focused named entity recognition using machine learning},
booktitle = {{SIGIR} 2004: Proceedings of the 27th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Sheffield,
UK, July 25-29, 2004},
pages = {281--288},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1008992.1009042},
doi = {10.1145/1008992.1009042},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhangPZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MannorMZ03,
author = {Shie Mannor and
Ron Meir and
Tong Zhang},
title = {Greedy Algorithms for Classification -- Consistency, Convergence Rates,
and Adaptivity},
journal = {J. Mach. Learn. Res.},
volume = {4},
pages = {713--741},
year = {2003},
url = {https://jmlr.org/papers/v4/mannor03a.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MannorMZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MeirZ03,
author = {Ron Meir and
Tong Zhang},
title = {Generalization Error Bounds for Bayesian Mixture Algorithms},
journal = {J. Mach. Learn. Res.},
volume = {4},
pages = {839--860},
year = {2003},
url = {https://jmlr.org/papers/v4/meir03a.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MeirZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Zhang03,
author = {Tong Zhang},
title = {Leave-One-Out Bounds for Kernel Methods},
journal = {Neural Comput.},
volume = {15},
number = {6},
pages = {1397--1437},
year = {2003},
url = {https://doi.org/10.1162/089976603321780326},
doi = {10.1162/089976603321780326},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Zhang03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Zhang03,
author = {Tong Zhang},
title = {Sequential greedy approximation for certain convex optimization problems},
journal = {{IEEE} Trans. Inf. Theory},
volume = {49},
number = {3},
pages = {682--691},
year = {2003},
url = {https://doi.org/10.1109/TIT.2002.808136},
doi = {10.1109/TIT.2002.808136},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/Zhang03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/0001DJ03,
author = {Tong Zhang and
Fred Damerau and
David Johnson},
editor = {Walter Daelemans and
Miles Osborne},
title = {Updating an {NLP} system to fit new domains: an empirical study on
the sentence segmentation problem},
booktitle = {Proceedings of the Seventh Conference on Natural Language Learning,
CoNLL 2003, Held in cooperation with {HLT-NAACL} 2003, Edmonton, Canada,
May 31 - June 1, 2003},
pages = {56--62},
publisher = {{ACL}},
year = {2003},
url = {https://aclanthology.org/W03-0408/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/0001DJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/FlorianIJ003,
author = {Radu Florian and
Abraham Ittycheriah and
Hongyan Jing and
Tong Zhang},
editor = {Walter Daelemans and
Miles Osborne},
title = {Named Entity Recognition through Classifier Combination},
booktitle = {Proceedings of the Seventh Conference on Natural Language Learning,
CoNLL 2003, Held in cooperation with {HLT-NAACL} 2003, Edmonton, Canada,
May 31 - June 1, 2003},
pages = {168--171},
publisher = {{ACL}},
year = {2003},
url = {https://aclanthology.org/W03-0425/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/FlorianIJ003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/0001J03,
author = {Tong Zhang and
David Johnson},
editor = {Walter Daelemans and
Miles Osborne},
title = {A Robust Risk Minimization based Named Entity Recognition System},
booktitle = {Proceedings of the Seventh Conference on Natural Language Learning,
CoNLL 2003, Held in cooperation with {HLT-NAACL} 2003, Edmonton, Canada,
May 31 - June 1, 2003},
pages = {204--207},
publisher = {{ACL}},
year = {2003},
url = {https://aclanthology.org/W03-0434/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/0001J03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JingFLZI03,
author = {Hongyan Jing and
Radu Florian and
Xiaoqiang Luo and
Tong Zhang and
Abraham Ittycheriah},
title = {HowtogetaChineseName(Entity): Segmentation and Combination Issues},
booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language
Processing, {EMNLP} 2003, Sapporo, Japan, July 11-12, 2003},
year = {2003},
url = {https://aclanthology.org/W03-1026/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JingFLZI03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangY03,
author = {Tong Zhang and
Bin Yu},
editor = {Tom Fawcett and
Nina Mishra},
title = {On the Convergence of Boosting Procedures},
booktitle = {Machine Learning, Proceedings of the Twentieth International Conference
{(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
pages = {904--911},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/ICML/2003/icml03-117.php},
timestamp = {Wed, 15 Oct 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangY03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang03,
author = {Tong Zhang},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {An Infinity-sample Theory for Multi-category Large Margin Classification},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {1077--1084},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/2dbf21633f03afcf882eaf10e4b5caca-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Zhang03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang03a,
author = {Tong Zhang},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Learning Bounds for a Generalized Family of Bayesian Posterior Distributions},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {1149--1156},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/fc79250f8c5b804390e8da280b4cf06e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Zhang03a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ibmsj/JohnsonOZG02,
author = {David E. Johnson and
Frank J. Oles and
Tong Zhang and
Thilo G{\"{o}}tz},
title = {A decision-tree-based symbolic rule induction system for text categorization},
journal = {{IBM} Syst. J.},
volume = {41},
number = {3},
pages = {428--437},
year = {2002},
url = {https://doi.org/10.1147/sj.413.0428},
doi = {10.1147/SJ.413.0428},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ibmsj/JohnsonOZG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/ZhangT02,
author = {Tong Zhang and
Carlo Tomasi},
title = {On the Consistency of Instantaneous Rigid Motion Estimation},
journal = {Int. J. Comput. Vis.},
volume = {46},
number = {1},
pages = {51--79},
year = {2002},
url = {https://doi.org/10.1023/A:1013248231976},
doi = {10.1023/A:1013248231976},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/ZhangT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangI02,
author = {Tong Zhang and
Vijay S. Iyengar},
title = {Recommender Systems Using Linear Classifier},
journal = {J. Mach. Learn. Res.},
volume = {2},
pages = {313--334},
year = {2002},
url = {https://jmlr.org/papers/v2/zhang02a.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangI02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Zhang02,
author = {Tong Zhang},
title = {Covering Number Bounds of Certain Regularized Linear Function Classes},
journal = {J. Mach. Learn. Res.},
volume = {2},
pages = {527--550},
year = {2002},
url = {https://jmlr.org/papers/v2/zhang02b.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Zhang02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangDJ02,
author = {Tong Zhang and
Fred Damerau and
David Johnson},
title = {Text Chunking based on a Generalization of Winnow},
journal = {J. Mach. Learn. Res.},
volume = {2},
pages = {615--637},
year = {2002},
url = {https://jmlr.org/papers/v2/zhang02c.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangDJ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Zhang02,
author = {Tong Zhang},
title = {On the Dual Formulation of Regularized Linear Systems with Convex
Risks},
journal = {Mach. Learn.},
volume = {46},
number = {1-3},
pages = {91--129},
year = {2002},
url = {https://doi.org/10.1023/A:1012498226479},
doi = {10.1023/A:1012498226479},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Zhang02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Zhang02,
author = {Tong Zhang},
title = {Approximation Bounds for Some Sparse Kernel Regression Algorithms},
journal = {Neural Comput.},
volume = {14},
number = {12},
pages = {3013--3042},
year = {2002},
url = {https://doi.org/10.1162/089976602760805395},
doi = {10.1162/089976602760805395},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Zhang02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/CullumZ02,
author = {Jane Cullum and
Tong Zhang},
title = {Two-Sided Arnoldi and Nonsymmetric Lanczos Algorithms},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {24},
number = {2},
pages = {303--319},
year = {2002},
url = {https://doi.org/10.1137/S0895479898339013},
doi = {10.1137/S0895479898339013},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/CullumZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MannorMZ02,
author = {Shie Mannor and
Ron Meir and
Tong Zhang},
editor = {Jyrki Kivinen and
Robert H. Sloan},
title = {The Consistency of Greedy Algorithms for Classification},
booktitle = {Computational Learning Theory, 15th Annual Conference on Computational
Learning Theory, {COLT} 2002, Sydney, Australia, July 8-10, 2002,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2375},
pages = {319--333},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45435-7\_22},
doi = {10.1007/3-540-45435-7\_22},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/MannorMZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhang02,
author = {Tong Zhang},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Statistical Behavior and Consistency of Support Vector Machines, Boosting,
and Beyond},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {690--700},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Thu, 18 Apr 2013 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Zhang02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MeirZ02,
author = {Ron Meir and
Tong Zhang},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Data-Dependent Bounds for Bayesian Mixture Methods},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {319--326},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/53ed35c74a2ec275b837374f04396c03-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MeirZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang02,
author = {Tong Zhang},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Effective Dimension and Generalization of Kernel Learning},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {454--461},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/25db67c5657914454081c6a18e93d6dd-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Zhang02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DamerauZWI02,
author = {Fred Damerau and
Tong Zhang and
Sholom M. Weiss and
Nitin Indurkhya},
editor = {Kalervo J{\"{a}}rvelin and
Micheline Beaulieu and
Ricardo A. Baeza{-}Yates and
Sung{-}Hyon Myaeng},
title = {Experiments in high-dimensional text categorization},
booktitle = {{SIGIR} 2002: Proceedings of the 25th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, August
11-15, 2002, Tampere, Finland},
pages = {357--358},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/564376.564442},
doi = {10.1145/564376.564442},
timestamp = {Wed, 07 Nov 2018 14:52:44 +0100},
biburl = {https://dblp.org/rec/conf/sigir/DamerauZWI02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/Zhang01,
author = {Tong Zhang},
title = {An Introduction to Support Vector Machines and Other Kernel-Based
Learning Methods},
journal = {{AI} Mag.},
volume = {22},
number = {2},
pages = {103--104},
year = {2001},
url = {https://doi.org/10.1609/aimag.v22i2.1566},
doi = {10.1609/AIMAG.V22I2.1566},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/Zhang01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/ZhangO01,
author = {Tong Zhang and
Frank J. Oles},
title = {Text Categorization Based on Regularized Linear Classification Methods},
journal = {Inf. Retr.},
volume = {4},
number = {1},
pages = {5--31},
year = {2001},
url = {https://doi.org/10.1023/A:1011441423217},
doi = {10.1023/A:1011441423217},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ir/ZhangO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/0001G01,
author = {Tong Zhang and
Gene H. Golub},
title = {Rank-One Approximation to High Order Tensors},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {23},
number = {2},
pages = {534--550},
year = {2001},
url = {https://doi.org/10.1137/S0895479899352045},
doi = {10.1137/S0895479899352045},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/0001G01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangDJ01,
author = {Tong Zhang and
Fred Damerau and
David Johnson},
title = {Text Chunking using Regularized Winnow},
booktitle = {Association for Computational Linguistic, 39th Annual Meeting and
10th Conference of the European Chapter, Proceedings of the Conference,
July 9-11, 2001, Toulouse, France},
pages = {539--546},
publisher = {Morgan Kaufmann Publishers},
year = {2001},
url = {https://aclanthology.org/P01-1069/},
doi = {10.3115/1073012.1073081},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangDJ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Zhang01,
author = {Tong Zhang},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {A Sequential Approximation Bound for Some Sample-Dependent Convex
Optimization Problems with Applications in Learning},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {65--81},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_5},
doi = {10.1007/3-540-44581-1\_5},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/Zhang01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Zhang01a,
author = {Tong Zhang},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {A Leave-One-out Cross Validation Bound for Kernel Methods with Applications
in Learning},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2111},
pages = {427--443},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44581-1\_28},
doi = {10.1007/3-540-44581-1\_28},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/Zhang01a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhang01,
author = {Tong Zhang},
editor = {Carla E. Brodley and
Andrea Pohoreckyj Danyluk},
title = {Some Sparse Approximation Bounds for Regression Problems},
booktitle = {Proceedings of the Eighteenth International Conference on Machine
Learning {(ICML} 2001), Williams College, Williamstown, MA, USA, June
28 - July 1, 2001},
pages = {624--631},
publisher = {Morgan Kaufmann},
year = {2001},
timestamp = {Thu, 18 Apr 2013 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Zhang01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang01,
author = {Tong Zhang},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Generalization Performance of Some Learning Problems in Hilbert Functional
Spaces},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {543--550},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/4e62e752ae53fb6a6eebd0f6146aa702-Abstract.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/Zhang01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang01a,
author = {Tong Zhang},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {A General Greedy Approximation Algorithm with Applications},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {1065--1072},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/a9813e9550fee3110373c21fa012eee7-Abstract.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/Zhang01a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/IyengarZ01,
author = {Vijay S. Iyengar and
Tong Zhang},
editor = {David Wai{-}Lok Cheung and
Graham J. Williams and
Qing Li},
title = {Empirical Study of Recommender Systems Using Linear Classifiers},
booktitle = {Knowledge Discovery and Data Mining - {PAKDD} 2001, 5th Pacific-Asia
Conference, Hong Kong, China, April 16-18, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2035},
pages = {16--27},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45357-1\_5},
doi = {10.1007/3-540-45357-1\_5},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/IyengarZ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/IyengarAZ00,
author = {Vijay S. Iyengar and
Chidanand Apt{\'{e}} and
Tong Zhang},
editor = {Raghu Ramakrishnan and
Salvatore J. Stolfo and
Roberto J. Bayardo and
Ismail Parsa},
title = {Active learning using adaptive resampling},
booktitle = {Proceedings of the sixth {ACM} {SIGKDD} international conference on
Knowledge discovery and data mining, Boston, MA, USA, August 20-23,
2000},
pages = {91--98},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/347090.347110},
doi = {10.1145/347090.347110},
timestamp = {Wed, 08 May 2024 08:22:41 +0200},
biburl = {https://dblp.org/rec/conf/kdd/IyengarAZ00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang00,
author = {Tong Zhang},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {Convergence of Large Margin Separable Linear Classification},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {357--363},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/13168e6a2e6c84b4b7de9390c0ef5ec5-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Zhang00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang00a,
author = {Tong Zhang},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {Regularized Winnow Methods},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {703--709},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/9a1de01f893e0d2551ecbb7ce4dc963e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Zhang00a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Zhang99,
author = {Tong Zhang},
editor = {Shai Ben{-}David and
Philip M. Long},
title = {Theoretical Analysis of a Class of Randomized Regularization Methods},
booktitle = {Proceedings of the Twelfth Annual Conference on Computational Learning
Theory, {COLT} 1999, Santa Cruz, CA, USA, July 7-9, 1999},
pages = {156--163},
publisher = {{ACM}},
year = {1999},
url = {https://doi.org/10.1145/307400.307433},
doi = {10.1145/307400.307433},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/Zhang99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangT99,
author = {Tong Zhang and
Carlo Tomasi},
title = {Fast, Robust, and Consistent Camera Motion Estimation},
booktitle = {1999 Conference on Computer Vision and Pattern Recognition {(CVPR}
'99), 23-25 June 1999, Ft. Collins, CO, {USA}},
pages = {1164--1170},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/CVPR.1999.786934},
doi = {10.1109/CVPR.1999.786934},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhangT99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang99,
author = {Tong Zhang},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Some Theoretical Results Concerning the Convergence of Compositions
of Regularized Linear Functions},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {370--378},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1689-some-theoretical-results-concerning-the-convergence-of-compositions-of-regularized-linear-functions},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Zhang99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Zhang98,
author = {Tong Zhang},
title = {Methods for computational and statistical estimation with applications},
school = {Stanford University, {USA}},
year = {1998},
url = {https://searchworks.stanford.edu/view/4138265},
timestamp = {Wed, 31 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Zhang98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/0001LG98,
author = {Tong Zhang and
Kincho H. Law and
Gene H. Golub},
title = {On the Homotopy Method for Perturbed Symmetric Generalized Eigenvalue
Problems},
journal = {{SIAM} J. Sci. Comput.},
volume = {19},
number = {5},
pages = {1625--1645},
year = {1998},
url = {https://doi.org/10.1137/S1064827596299755},
doi = {10.1137/S1064827596299755},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/0001LG98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/Zhang98,
author = {Tong Zhang},
title = {Compression by Model Combination},
booktitle = {Data Compression Conference, {DCC} 1998, Snowbird, Utah, USA, March
30 - April 1, 1998},
pages = {319--328},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/DCC.1998.672160},
doi = {10.1109/DCC.1998.672160},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcc/Zhang98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/GreeneYZ98,
author = {Daniel H. Greene and
F. Frances Yao and
Tong Zhang},
title = {A Linear Algorithm for Optimal Context Clustering with Application
to Bi-level Image Coding},
booktitle = {Proceedings of the 1998 {IEEE} International Conference on Image Processing,
ICIP-98, Chicago, Illinois, USA, October 4-7, 1998},
pages = {508--511},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ICIP.1998.723548},
doi = {10.1109/ICIP.1998.723548},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/GreeneYZ98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sequences/GreeneVYZ97,
author = {Daniel Greene and
Mohan Vishwanath and
F. Frances Yao and
Tong Zhang},
editor = {Bruno Carpentieri and
Alfredo De Santis and
Ugo Vaccaro and
James A. Storer},
title = {A progressive Ziv-Lempel algorithm for image compression},
booktitle = {Compression and Complexity of {SEQUENCES} 1997, Positano, Amalfitan
Coast, Salerno, Italy, June 11-13, 1997, Proceedings},
pages = {136--144},
publisher = {{IEEE}},
year = {1997},
url = {https://doi.org/10.1109/SEQUEN.1997.666910},
doi = {10.1109/SEQUEN.1997.666910},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sequences/GreeneVYZ97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/TaubinZG96,
author = {Gabriel Taubin and
Tong Zhang and
Gene H. Golub},
editor = {Bernard F. Buxton and
Roberto Cipolla},
title = {Optimal Surface Smoothing as Filter Design},
booktitle = {Computer Vision - ECCV'96, 4th European Conference on Computer Vision,
Cambridge, UK, April 15-18, 1996, Proceedings, Volume {I}},
series = {Lecture Notes in Computer Science},
volume = {1064},
pages = {283--292},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/BFb0015544},
doi = {10.1007/BFB0015544},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/TaubinZG96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/em/StrichartzTZ95,
author = {Robert S. Strichartz and
Arthur Taylor and
Tong Zhang},
title = {Densities of Self-Similar Measures on the Line},
journal = {Exp. Math.},
volume = {4},
number = {2},
pages = {101--128},
year = {1995},
url = {https://doi.org/10.1080/10586458.1995.10504313},
doi = {10.1080/10586458.1995.10504313},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/em/StrichartzTZ95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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