Why Does Sharpness-Aware Minimization Generalize Better Than SGD? Z Chen*, J Zhang*, Y Kou, X Chen, CJ Hsieh, Q Gu 37th Conference on Neural Information Processing Systems (NeurIPS 2023), 2023 | 10 | 2023 |
Optimal Horizon-Free Reward-Free Exploration for Linear Mixture MDPs J Zhang, W Zhang, Q Gu 40th International Conference on Machine Learning (ICML 2023), 2023 | 6 | 2023 |
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems Z Huang*, J Hwang*, J Zhang*, J Baik, W Zhang, D Wodarz, Y Sun, Q Gu, ... ACM Web Conference 2024 (WWW 2024), 2023 | 3 | 2023 |
Fast Sampling via De-randomization for Discrete Diffusion Models Z Chen, H Yuan, Y Li, Y Kou, J Zhang, Q Gu arXiv preprint arXiv:2312.09193, 2023 | 1 | 2023 |
Uncertainty-Aware Reward-Free Exploration with General Function Approximation J Zhang*, W Zhang*, D Zhou, Q Gu 41th International Conference on Machine Learning (ICML 2024), 0 | | |