Gu, Yuantao

15 publications

ICML 2025 Angle Domain Guidance: Latent Diffusion Requires Rotation Rather than Extrapolation Cheng Jin, Zhenyu Xiao, Chutao Liu, Yuantao Gu

ICLRW 2025 Does Cross-Domain Pre-Training Truly Help Time-Series Foundation Models? Zhenwei Zhang, Jiawen Zhang, Shun Zheng, Yuantao Gu, Jiang Bian

NeurIPS 2025 Improving Diffusion-Based Inverse Algorithms Under Few-Step Constraint via Linear Extrapolation Jiawei Zhang, Ziyuan Liu, Leon Yan, Gen Li, Yuantao Gu

NeurIPS 2024 Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems Jiawei Zhang, Jiaxin Zhuang, Cheng Jin, Gen Li, Yuantao Gu

AISTATS 2023 Benign Overfitting of Non-Smooth Neural Networks Beyond Lazy Training Xingyu Xu, Yuantao Gu

AISTATS 2023 Incremental Aggregated Riemannian Gradient Method for Distributed PCA Xiaolu Wang, Yuchen Jiao, Hoi-To Wai, Yuantao Gu

L4DC 2023 Multi-Agent Reinforcement Learning with Reward Delays Yuyang Zhang, Runyu Zhang, Yuantao Gu, Na Li

AISTATS 2023 Oblivious Near-Optimal Sampling for Multidimensional Signals with Fourier Constraints Xingyu Xu, Yuantao Gu

NeurIPS 2021 Breaking the Sample Complexity Barrier to Regret-Optimal Model-Free Reinforcement Learning Gen Li, Laixi Shi, Yuxin Chen, Yuantao Gu, Yuejie Chi

NeurIPS 2021 Sample-Efficient Reinforcement Learning Is Feasible for Linearly Realizable MDPs with Limited Revisiting Gen Li, Yuxin Chen, Yuejie Chi, Yuantao Gu, Yuting Wei

COLT 2021 SoftMax Policy Gradient Methods Can Take Exponential Time to Converge Gen Li, Yuting Wei, Yuejie Chi, Yuantao Gu, Yuxin Chen

ICML 2021 Theory of Spectral Method for Union of Subspaces-Based Random Geometry Graph Gen Li, Yuantao Gu

ICML 2021 Tightening the Dependence on Horizon in the Sample Complexity of Q-Learning Gen Li, Changxiao Cai, Yuxin Chen, Yuantao Gu, Yuting Wei, Yuejie Chi

NeurIPS 2020 Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model Gen Li, Yuting Wei, Yuejie Chi, Yuantao Gu, Yuxin Chen

NeurIPS 2020 Sample Complexity of Asynchronous Q-Learning: Sharper Analysis and Variance Reduction Gen Li, Yuting Wei, Yuejie Chi, Yuantao Gu, Yuxin Chen