Wei Shen

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upvoted a paper 6 months ago

DRIVE: Data Curation Best Practices for Reinforcement Learning with Verifiable Reward in Competitive Code Generation

Paper • 2511.06307 • Published Nov 9, 2025 • 53

upvoted a paper 9 months ago

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

Paper • 2508.17445 • Published Aug 24, 2025 • 80

upvoted 4 papers about 1 year ago

AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning

Paper • 2505.11896 • Published May 17, 2025 • 58

Pre-DPO: Improving Data Utilization in Direct Preference Optimization Using a Guiding Reference Model

Paper • 2504.15843 • Published Apr 22, 2025 • 16

LeetCodeDataset: A Temporal Dataset for Robust Evaluation and Efficient Training of Code LLMs

Paper • 2504.14655 • Published Apr 20, 2025 • 21

Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback

Paper • 2503.22230 • Published Mar 28, 2025 • 45

upvoted a paper over 1 year ago

Policy Filtration in RLHF to Fine-Tune LLM for Code Generation

Paper • 2409.06957 • Published Sep 11, 2024 • 8