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Yudong Chen

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 3:00 AM AMS

14

papers

264

total citations

papers (14)

Risk-Sensitive Reinforcement Learning: Near-Optimal Risk-Sample Tradeoff in Regret

NEURIPS 2020arXiv

Exponential Bellman Equation and Improved Regret Bounds for Risk-Sensitive Reinforcement Learning

NEURIPS 2021arXiv

Improved Feature Distillation via Projector Ensemble

NEURIPS 2022arXiv

Rank Overspecified Robust Matrix Recovery: Subgradient Method and Exact Recovery

NEURIPS 2021arXiv

LoRA-One: One-Step Full Gradient Could Suffice for Fine-Tuning Large Language Models, Provably and Efficiently

Restless Bandits with Average Reward: Breaking the Uniform Global Attractor Assumption

NEURIPS 2023arXiv

Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration

Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference

Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces

Minimally Modifying a Markov Game to Achieve Any Nash Equilibrium and Value

Stable Offline Value Function Learning with Bisimulation-based Representations

Medium-Difficulty Samples Constitute Smoothed Decision Boundary for Knowledge Distillation on Pruned Datasets

Curriculum Disentangled Recommendation with Noisy Multi-feedback

The $\varphi$ Curve: The Shape of Generalization through the Lens of Norm-based Capacity Control

NEURIPS 2025arXiv