Zhuoran Yang

9

Papers

15

Total Citations

Papers (9)

Symmetric Mean-field Langevin Dynamics for Distributional Minimax Problems

Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model

Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF

A General Framework for Sequential Decision-Making under Adaptivity Constraints

How Does Goal Relabeling Improve Sample Efficiency?

Theory of Consistency Diffusion Models: Distribution Estimation Meets Fast Sampling

InstaDrive: Instance-Aware Driving World Models for Realistic and Consistent Video Generation

From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems

Mean Field Langevin Actor-Critic: Faster Convergence and Global Optimality beyond Lazy Learning