新闻
- 我们的论文： "A Foundational Generative Model for Breast Ultrasound Image Analysis " by Haojun Yu, Youcheng Li, Nan Zhang, Zihan Niu, Xuantong Gong, Yanwen Luo, Haotian Ye, Siyu He, Quanlin Wu, Wangyan Qin, Mengyuan Zhou, Jie Han, Jia Tao, Ziwei Zhao, Di Dai, Di He, Dong Wang, Binghui Tang, Ling Huo, James Zou, Qingli Zhu, Yong Wang, Liwei Wang 已被 Nature Biomedical Engineering 接收!
-
我们的论文： "Visual autoregressive modeling: Scalable image generation via next-scale prediction
" by Keyu Tian, Yi Jiang, Zehuan Yuan, Bingyue Peng, Liwei Wang
获 NeurIPS 2024 最佳论文奖
! - 我们的论文： "Symmetry enforced solution of the many-body Schrödinger equation with deep neural network " by Zhe Li, Zixiang Lu, Ruichen Li, Xuelan Wen, Xiang Li, Liwei Wang , Ji Chen, Weiluo Ren 已被 Nature Computational Science 接收!
-
我们的论文： "Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness
" by Bohang Zhang, Jingchu Gai, Yiheng Du, Qiwei Ye, Di He, Liwei Wang
获 ICLR 2024 杰出论文奖荣誉提名
!
- 我们的论文： "A Computational Framework for Neural Network-based Variational Monte Carlo with Forward Laplacian " by Ruichen Li, Haotian Ye, Du Jiang, Xuelan Wen, Chuwei Wang, Zhe Li, Xiang Li, Di He, Ji Chen, Weiluo Ren, Liwei Wang 已被 Nature Machine Intelligence 接收!
-
我们的论文： " Rethinking the Expressive Power of GNNs via Graph Biconnectivity
" by Bohang Zhang, Shengjie Luo, Liwei Wang , Di He
获 ICLR 2023 杰出论文奖!
近期发表论文 (完整发表论文列表)
-
Haiyang Wang, Hao Tang, Li Jiang, Shaoshuai Shi, Muhammad Ferjad Naeem, Hongsheng Li, Bernt Schiele, Liwei Wang, "GiT: Towards Generalist Vision Transformer through Universal Language Interface", European Conference on Computer Vision (ECCV), 2024 (Oral)
-
Han Zhong, Jiachen Hu, Yecheng Xue, Tongyang Li, Liwei Wang , "Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret", International Conference on Machine Learning (ICML), 2024
-
Zhenyu He, Guhao Feng, Shengjie Luo, Kai Yang, Liwei Wang , Jingjing Xu, Zhi Zhang, Hongxia Yang, Di He, "Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation", International Conference on Machine Learning (ICML), 2024
-
Kai Yang, Jan Ackermann, Zhenyu He, Guhao Feng, Bohang Zhang, Yunzhen Feng, Qiwei Ye, Di He, Liwei Wang , "Do Efficient Transformers Really Save Computation?", International Conference on Machine Learning (ICML), 2024
-
Yexin Zhang, Chenyi Zhang, Cong Fang, Liwei Wang , Tongyang Li, "Quantum Algorithms and Lower Bounds for Finite-Sum Optimization", International Conference on Machine Learning (ICML), 2024
-
Tianlang Chen, Shengjie Luo, Di He, Shuxin Zheng, Tie-Yan Liu, Liwei Wang , "GeoMFormer: A General Architecture for Geometric Molecular Representation Learning", International Conference on Machine Learning (ICML), 2024
-
Guhao Feng, Bohang Zhang, Yuntian Gu, Haotian Ye, Di He, Liwei Wang , "Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective ", Conference on Neural Information Processing Systems (NeurIPS), 2023 (Oral)
-
Yunchang Yang, Han Zhong, Tianhao Wu, Bin Liu, Liwei Wang , Simon S. Du, "A Reduction-based Framework for Sequential Decision Making with Delayed Feedback ", Conference on Neural Information Processing Systems (NeurIPS), 2023
-
Jiayi Huang, Han Zhong,Liwei Wang , Lin F. Yang, "Tackling Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Minimax Optimal and Instance-Dependent Regret Bounds ", Conference on Neural Information Processing Systems (NeurIPS), 2023
-
Hao Yang, Haiyang Wang, Di Dai, Liwei Wang , "PRED: Pre-training via Semantic Rendering on LiDAR Point Clouds ", Conference on Neural Information Processing Systems (NeurIPS), 2023