Yudong Chen

Venues

Frequent coauthors

Papers

1. LoRA-One: One-Step Full Gradient Could Suffice for Fine-Tuning Large Language Models, Provably and Efficiently
   ICML 2025 ·

   Yuanhe Zhang

   DBLP profile ↗ORCID search ↗
2. Stable Offline Value Function Learning with Bisimulation-based Representations
   ICML 2025 ·

   Brahma S. Pavse

   DBLP profile ↗ORCID search ↗
3. The φ Curve: The Shape of Generalization through the Lens of Norm-based Capacity Control
   NeurIPS 2025 ·

   Yichen Wang

   DBLP profile ↗ORCID search ↗
4. Two-Timescale Linear Stochastic Approximation: Constant Stepsizes Go a Long Way
   AISTATS 2025 ·

   Jeongyeol Kwon

   DBLP profile ↗ORCID search ↗
5. Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference
   AAAI 2024 ·

   Dongyan Lucy Huo

   DBLP profile ↗ORCID search ↗
6. Gap-Free Clustering: Sensitivity and Robustness of SDP
   COLT 2024 ·

   Matthew Zurek

   DBLP profile ↗ORCID search ↗
7. Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces
   ICML 2024 ·

   Brahma S. Pavse

   DBLP profile ↗ORCID search ↗
8. Minimally Modifying a Markov Game to Achieve Any Nash Equilibrium and Value
   ICML 2024 ·

   Young Wu

   DBLP profile ↗ORCID search ↗
9. Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs
   NeurIPS 2024 ·

   Matthew Zurek

   DBLP profile ↗ORCID search ↗
10. Stochastic Methods in Variational Inequalities: Ergodicity, Bias and Refinements
    AISTATS 2024 ·

    Emmanouil-Vasileios Vlatakis-Gkaragkounis

    DBLP profile ↗ORCID search ↗
11. The Collusion of Memory and Nonlinearity in Stochastic Approximation With Constant Stepsize
    NeurIPS 2024 ·

    Dongyan Lucy Huo

    DBLP profile ↗ORCID search ↗
12. The Limits of Transfer Reinforcement Learning with Latent Low-rank Structure
    NeurIPS 2024 ·

    Tyler Sam

    DBLP profile ↗ORCID search ↗