Shenzhi Wang

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authored 2 papers about 1 month ago

Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models

Paper • 2602.04649 • Published Feb 4 • 12

HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning

Paper • 2603.17024 • Published Mar 17 • 109

submitted a paper to Daily Papers about 1 month ago

HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning

Paper • 2603.17024 • Published Mar 17 • 109

upvoted a paper about 1 month ago

HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning

Paper • 2603.17024 • Published Mar 17 • 109

upvoted 2 papers 2 months ago

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Paper • 2602.05400 • Published Feb 5 • 352

On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models

Paper • 2602.03392 • Published Feb 3 • 59

upvoted a paper 3 months ago

SWE-Universe: Scale Real-World Verifiable Environments to Millions

Paper • 2602.02361 • Published Feb 2 • 60

authored 2 papers 3 months ago

OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use

Paper • 2508.04482 • Published Aug 6, 2025 • 9

The Flexibility Trap: Why Arbitrary Order Limits Reasoning Potential in Diffusion Language Models

Paper • 2601.15165 • Published Jan 21 • 73

upvoted a paper 3 months ago

The Flexibility Trap: Why Arbitrary Order Limits Reasoning Potential in Diffusion Language Models

Paper • 2601.15165 • Published Jan 21 • 73

upvoted a paper 5 months ago

Soft Adaptive Policy Optimization

Paper • 2511.20347 • Published Nov 25, 2025 • 43

upvoted 2 papers 7 months ago

IMG: Calibrating Diffusion Models via Implicit Multimodal Guidance

Paper • 2509.26231 • Published Sep 30, 2025 • 18

Variational Reasoning for Language Models

Paper • 2509.22637 • Published Sep 26, 2025 • 69

upvoted a paper 8 months ago

T2R-bench: A Benchmark for Generating Article-Level Reports from Real World Industrial Tables

Paper • 2508.19813 • Published Aug 27, 2025 • 28

upvoted a paper 9 months ago

Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24, 2025 • 320

upvoted a paper 10 months ago

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9, 2025 • 265

authored a paper 11 months ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2, 2025 • 190

upvoted a paper 11 months ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2, 2025 • 190

commented a paper 11 months ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2, 2025 • 190 •

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upvoted a paper 11 months ago

Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space

Paper • 2505.13308 • Published May 19, 2025 • 27