新闻
- 我们的论文： "MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius" - Runtian Zhai, Chen Dan, Di He, Huan Zhang, Boqing Gong, Pradeep Ravikumar, Cho-Jui Hsieh, Liwei Wang 已被 ICLR 2020 接收!
- 我们的论文： "Learning to Group: A Bottom-Up Framework for 3D Part Discovery in Unseen Categories" - Tiange Luo, Kaichun Mo, Zhiao Huang, Jiarui Xu, Siyu Hu, Liwei Wang , Hao Su 已被 ICLR 2020 接收!
- 我们的论文： "Q-learning with UCB Exploration is Sample Efficient for Infinite-Horizon MDP" - Yuanhao Wang, Kefan Dong, Xiaoyu Chen, Liwei Wang 已被 ICLR 2020 接收!
- 我们的论文： "Distributed Bandit Learning: Near-Optimal Regret with Efficient Communication" - Yuanhao Wang, Jiachen Hu, Xiaoyu Chen, Liwei Wang 已被 ICLR 2020 接收!
- 我们的论文： "Nesterov Accelerated Gradient and Scale Invariance for Adversarial Attacks" - Jiadong Lin, Chuanbiao Song, Kun He, Liwei Wang , John E. Hopcroft 已被 ICLR 2020 接收!
- 我们的论文： "Robust Local Features for Improving the Generalization of Adversarial Training" - Chuanbiao Song, Kun He, Jiadong Lin, Liwei Wang , John E. Hopcroft 已被 ICLR 2020 接收!
近期发表论文 (完整发表论文列表)
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Ruiqi Gao, Tianle Cai, Haochuan Li, Liwei Wang, Cho-Jui Hsieh, Jason D. Lee, “Convergence of Adversarial Training in Overparametrized Networks”, Conference on Neural Information Processing Systems (NeurIPS), 2019.
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Rui (Ray) Zhang, Xingwu Liu, Yuyi Wang, Liwei Wang, “McDiarmid-Type Inequalities for Graph-DependentVariables and Stability Bounds”, Conference on Neural Information Processing Systems (NeurIPS), 2019.
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Kai Zheng, Haipeng Luo, Ilias Diakonikolas, Liwei Wang, “Equipping Experts/Bandits with Long-term Memory”, Conference on Neural Information Processing Systems (NeurIPS), 2019.
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Ze Yang, Liwei Wang, “Learning Relationships for Multi-View 3D Object Recognition”, International Conference on Computer Vision (ICCV), 2019.
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Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Steve Lin, “RepPoints: Point Set Representation for Object Detection”, International Conference on Computer Vision (ICCV), 2019.
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Tiange Luo, Aoxue Li, Tao Xiang, Weiran Huang, Liwei Wang, “Few-Shot Learning with Global Class Representations”, International Conference on Computer Vision (ICCV), 2019.
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Simon S. Du, Jason D. Lee, Haochuan Li, Liwei Wang, Xiyu Zhai, “Gradient Descent Finds Global Minima of Deep Neural Networks”, The 36th International Conference on Machine Learning (ICML), 2019.
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Linyuan Gong, Di He, Zhuohan Li, Tao Qin, Liwei Wang, Tieyan Liu, “Efficient Training of BERT by Progressively Stacking”, The 36th International Conference on Machine Learning (ICML), 2019.
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Aoxue Li, Tiange Luo, Zhiwu Lu, Tao Xiang, Liwei Wang, “Large-Scale Few-shot Learning: Knowledge Transfer With Class Hierarchy”, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
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Jun Gao, Di He, Xu Tan, Tao Qin, Liwei Wang, Tieyan Liu, “Representation Degeneration Problem in Training Natural Language Generation Models”, The 7th International Conference on Learning Representations (ICLR), 2019.
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Chuanbiao Song, Kun He, Liwei Wang, John E. Hopcroft, “Improving the Generalization of Adversarial Training with Domain Adaptation”, The 7th International Conference on Learning Representations (ICLR), 2019.