Liwei Wang
Peking University
H-index: 62
Asia-China
Top articles of Liwei Wang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction | arXiv preprint arXiv:2404.02905 | Keyu Tian Yi Jiang Zehuan Yuan Bingyue Peng Liwei Wang | 2024/4/3 |
A reduction-based framework for sequential decision making with delayed feedback | Advances in Neural Information Processing Systems | Yunchang Yang Han Zhong Tianhao Wu Bin Liu Liwei Wang | 2024/2/13 |
DOF: Accelerating High-order Differential Operators with Forward Propagation | arXiv preprint arXiv:2402.09730 | Ruichen Li Chuwei Wang Haotian Ye Di He Liwei Wang | 2024/2/15 |
Towards revealing the mystery behind chain of thought: a theoretical perspective | Advances in Neural Information Processing Systems | Guhao Feng Bohang Zhang Yuntian Gu Haotian Ye Di He | 2024/2/13 |
A computational framework for neural network-based variational Monte Carlo with Forward Laplacian | Nature Machine Intelligence | Ruichen Li Haotian Ye Du Jiang Xuelan Wen Chuwei Wang | 2024/2/13 |
Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness | arXiv preprint arXiv:2401.08514 | Bohang Zhang Jingchu Gai Yiheng Du Qiwei Ye Di He | 2024/1/16 |
PRED: Pre-training via Semantic Rendering on LiDAR Point Clouds | Advances in Neural Information Processing Systems | Hao Yang Haiyang Wang Di Dai Liwei Wang | 2024/2/13 |
DPO Meets PPO: Reinforced Token Optimization for RLHF | arXiv preprint arXiv:2404.18922 | Han Zhong Guhao Feng Wei Xiong Li Zhao Di He | 2024/4/29 |
Tackling heavy-tailed rewards in reinforcement learning with function approximation: Minimax optimal and instance-dependent regret bounds | Advances in Neural Information Processing Systems | Jiayi Huang Han Zhong Liwei Wang Lin Yang | 2024/2/13 |
Horizon-free and instance-dependent regret bounds for reinforcement learning with general function approximation | Jiayi Huang Han Zhong Liwei Wang Lin Yang | 2024/4/18 | |
Dsvt: Dynamic sparse voxel transformer with rotated sets | Haiyang Wang Chen Shi Shaoshuai Shi Meng Lei Sen Wang | 2023 | |
Offline meta reinforcement learning with in-distribution online adaptation | Jianhao Wang Jin Zhang Haozhe Jiang Junyu Zhang Liwei Wang | 2023/7/3 | |
Provably efficient exploration in quantum reinforcement learning with logarithmic worst-case regret | arXiv preprint arXiv:2302.10796 | Han Zhong Jiachen Hu Yecheng Xue Tongyang Li Liwei Wang | 2023/2/21 |
A complete expressiveness hierarchy for subgraph gnns via subgraph weisfeiler-lehman tests | Bohang Zhang Guhao Feng Yiheng Du Di He Liwei Wang | 2023/7/3 | |
Rethinking the expressive power of gnns via graph biconnectivity | arXiv preprint arXiv:2301.09505 | Bohang Zhang Shengjie Luo Liwei Wang Di He | 2023/1/23 |
On the power of pre-training for generalization in RL: provable benefits and hardness | Haotian Ye Xiaoyu Chen Liwei Wang Simon Shaolei Du | 2023/7/3 | |
Designing bert for convolutional networks: Sparse and hierarchical masked modeling | arXiv preprint arXiv:2301.03580 | Keyu Tian Yi Jiang Qishuai Diao Chen Lin Liwei Wang | 2023/1/9 |
UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation | Haiyang Wang Hao Tang Shaoshuai Shi Aoxue Li Zhenguo Li | 2023 | |
Learning physics-informed neural networks without stacked back-propagation | Di He Shanda Li Wenlei Shi Xiaotian Gao Jia Zhang | 2023/4/11 | |
Core: Common random reconstruction for distributed optimization with provable low communication complexity | arXiv preprint arXiv:2309.13307 | Pengyun Yue Hanzhen Zhao Cong Fang Di He Liwei Wang | 2023/9/23 |
Co-Authors
