Yizhi Li

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upvoted 2 papers 3 days ago

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Paper • 2509.02544 • Published 5 days ago • 102

SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning

Paper • 2509.02479 • Published 5 days ago • 76

upvoted 2 papers 11 days ago

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

Paper • 2508.17445 • Published 14 days ago • 78

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published 13 days ago • 179

upvoted a paper about 1 month ago

Re:Form -- Reducing Human Priors in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny

Paper • 2507.16331 • Published Jul 22 • 18

upvoted 5 papers 3 months ago

CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following

Paper • 2506.12285 • Published Jun 14 • 54

Scaling Test-time Compute for LLM Agents

Paper • 2506.12928 • Published Jun 15 • 62

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30 • 136

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28 • 130

Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL

Paper • 2505.17952 • Published May 23 • 20

upvoted a paper 4 months ago

AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection

Paper • 2505.07293 • Published May 12 • 27

upvoted a paper 5 months ago

ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15 • 61

upvoted an article 5 months ago

view article

Article

Open R1: Update #3

By and 9 others •

Mar 11

• 295

upvoted a paper 5 months ago

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values

Paper • 2504.05535 • Published Apr 7 • 45

upvoted a collection 5 months ago

Gemma 3 Release

Collection

28 items • Updated 27 days ago • 493

upvoted 3 papers 6 months ago

Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?

Paper • 2502.19361 • Published Feb 26 • 28

CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models

Paper • 2502.16614 • Published Feb 23 • 27

Audio-FLAN: A Preliminary Release

Paper • 2502.16584 • Published Feb 23 • 37

upvoted a paper 7 months ago

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

Paper • 2502.14739 • Published Feb 20 • 106

upvoted a paper 8 months ago

REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models

Paper • 2501.03262 • Published Jan 4 • 100