新闻
- 我们的论文： "Rethinking the Expressive Power of GNNs via Graph Biconnectivity " -Bohang Zhang, Shengjie Luo, Liwei Wang , Di He, 已被 ICLR 2023 (Outstanding Paper Award) 接收!
- 我们的论文： "Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game " - Wei Xiong, Han Zhong, Chengshuai Shi, Cong Shen, Liwei Wang , Tong Zhang, 已被 ICLR 2023 接收!
- 我们的论文： "Denoising Masked AutoEncoders Helps Robust Classification " - Quanlin Wu, Hang Ye, Yuntian Gu, Huishuai Zhang,Liwei Wang , Di He, 已被 ICLR 2023 接收!
- 我们的论文： "Provable Sim-to-real Transfer in Continuous Domain with Partial Observations " - Jiachen Hu, Han Zhong, Chi Jin, Liwei Wang , 已被 ICLR 2023 接收!
- 我们的论文： "One Transformer Can Understand Both 2D & 3D Molecular Data " - Shengjie Luo, Tianlang Chen, Yixian Xu, Shuxin Zheng, Tie-Yan Liu, Liwei Wang , Di He, 已被 ICLR 2023 接收!
- 我们的论文： "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling " - Keyu Tian, Yi Jiang, Qishuai Diao, Chen Lin, Liwei Wang , Zehuan Yuan, 已被 ICLR 2023 (Spotlight) 接收!
- 我们的论文： "CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds " - Haiyang Wang, Lihe Ding, Shaocong Dong, Shaoshuai Shi, Aoxue Li, Jianan Li, Zhenguo Li, Liwei Wang , 已被 NeurIPS 2022 接收!
- 我们的论文： "Rethinking Lipschitz Neural Networks for Certified L-infinity Robustness " - Bohang Zhang, Du Jiang, Di He, Liwei Wang , 已被 NeurIPS 2022 接收!
- 我们的论文： "Your Transformer May Not be as Powerful as You Expect " - Shengjie Luo, Shanda Li, Shuxin Zheng, Tie-Yan Liu, Liwei Wang , Di He, 已被 NeurIPS 2022 接收!
- 我们的论文： "Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power " - Binghui Li, Jikai Jin, Han Zhong, John E. Hopcroft,Liwei Wang , 已被 NeurIPS 2022 接收!
- 我们的论文： "Is L2 Physics-Informed Loss Always Suitable for Training Physics-Informed Neural Network " - Chuwei Wang, Shanda Li2, Di He, Liwei Wang , 已被 NeurIPS 2022 接收!
近期发表论文 (完整发表论文列表)
-
Dong Wang, Zhao Zhang, Ziwei Zhao, Yuhang Liu, Yihong Chen, Liwei Wang , PointScatter: Point Set Representation for Tubular Structure Extraction , European Conference on Computer Vision (ECCV), 2022
-
Ziwei Zhao, Dong Wang, Yihong Chen, Ziteng Wang, Liwei Wang , Check and Link: Pairwise Lesion Correspondence Guides Mammogram Mass Detection , European Conference on Computer Vision (ECCV), 2022
-
Tianhao Wu, Yunchang Yang, Han Zhong, Liwei Wang , Simon S. Du, Jiantao Jiao,Nearly Optimal Policy Optimization with Stable at Any Time Guarantee , International Conference on Machine Learning (ICML), 2022
-
Xiaoyu Chen, Han Zhong, Zhuoran Yang, Zhaoran Wang, Liwei Wang ,Human-in-the-loop: Provably Efficient Preference-based Reinforcement Learning with General Function Approximation , International Conference on Machine Learning (ICML), 2022
-
Han Zhong, Wei Xiong, Jiyuan Tan, Liwei Wang , Tong Zhang, Zhaoran Wang, Zhuoran Yang,Pessimistic Minimax Value Iteration: Provably Efficient Equilibrium Learning from Offline Datasets , International Conference on Machine Learning (ICML), 2022
-
Haiyang Wang, Shaoshuai Shi, Ze Yang, Rongyao Fang, Qi Qian, Hongsheng Li, Bernt Schiele, Liwei Wang , “RBGNet: Ray-based Grouping for 3D Object Detection ”, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2022
-
Xiaoyu Chen, Jiachen Hu, Lin F. Yang, Liwei Wang , “Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver ”, International Conference on Learning Representations (ICLR), 2022 (Spotlight)
-
Xiaoyu Chen, Jiachen Hu, Chi Jin, Lihong Li, Liwei Wang , “Understanding Domain Randomization for Sim-to-real Transfer ”, International Conference on Learning Representations (ICLR), 2022 (Spotlight)
-
Yunchang Yang, Tianhao Wu, Han Zhong, Evrard Garcelon, Matteo Pirotta, Alessandro Lazaric, Liwei Wang , Simon Shaolei Du , “A Reduction-Based Framework for Conservative Bandits and Reinforcement Learning ”, International Conference on Learning Representations (ICLR), 2022
-
Bohang Zhang, Du Jiang, Di He, Liwei Wang , “Boosting the Certified Robustness of L-infinity Distance Nets ”, International Conference on Learning Representations (ICLR), 2022