Yang, Ruofeng

7 publications

ICML 2025 Improved Discretization Complexity Analysis of Consistency Models: Variance Exploding Forward Process and Decay Discretization Scheme Ruofeng Yang, Bo Jiang, Cheng Chen, Shuai Li

AISTATS 2025 The Polynomial Iteration Complexity for Variance Exploding Diffusion Models: Elucidating SDE and ODE Samplers Ruofeng Yang, Bo Jiang, Shuai Li

NeurIPS 2024 Few-Shot Diffusion Models Escape the Curse of Dimensionality Ruofeng Yang, Bo Jiang, Cheng Chen, Ruinan Jin, Baoxiang Wang, Shuai Li

NeurIPS 2024 Leveraging Drift to Improve Sample Complexity of Variance Exploding Diffusion Models Ruofeng Yang, Zhijie Wang, Bo Jiang, Shuai Li

ICLR 2023 Learning Adversarial Linear Mixture Markov Decision Processes with Bandit Feedback and Unknown Transition Canzhe Zhao, Ruofeng Yang, Baoxiang Wang, Shuai Li

NeurIPS 2023 Learning Adversarial Low-Rank Markov Decision Processes with Unknown Transition and Full-Information Feedback Canzhe Zhao, Ruofeng Yang, Baoxiang Wang, Xuezhou Zhang, Shuai Li

AAAI 2023 Understanding Representation Learnability of Nonlinear Self-Supervised Learning Ruofeng Yang, Xiangyuan Li, Bo Jiang, Shuai Li