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Yuzhen Huang

yuzhen17

https://hyz17.github.io

HYZ17

AI & ML interests

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Recent Activity

upvoted a paper 10 days ago

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

upvoted a paper 10 days ago

SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond

authored a paper 10 days ago

Pitfalls of Rule- and Model-based Verifiers -- A Case Study on Mathematical Reasoning

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yuzhen17's activity

upvoted 4 papers 10 days ago

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published 10 days ago • 116

SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond

Paper • 2505.19641 • Published 13 days ago • 64

ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows

Paper • 2505.19897 • Published 13 days ago • 101

Pitfalls of Rule- and Model-based Verifiers -- A Case Study on Mathematical Reasoning

Paper • 2505.22203 • Published 11 days ago • 6

upvoted a paper 11 days ago

Learn to Reason Efficiently with Adaptive Length-based Reward Shaping

Paper • 2505.15612 • Published 18 days ago • 32

upvoted a paper 12 days ago

Scaling Image and Video Generation via Test-Time Evolutionary Search

Paper • 2505.17618 • Published 16 days ago • 39

upvoted a paper about 2 months ago

ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15 • 61

upvoted 3 papers 2 months ago

Video-R1: Reinforcing Video Reasoning in MLLMs

Paper • 2503.21776 • Published Mar 27 • 78

Expanding RL with Verifiable Rewards Across Diverse Domains

Paper • 2503.23829 • Published Mar 31 • 22

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

Paper • 2503.22230 • Published Mar 28 • 44

upvoted 2 papers 3 months ago

SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild

Paper • 2503.18892 • Published Mar 24 • 30

Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't

Paper • 2503.16219 • Published Mar 20 • 51

upvoted an article 3 months ago

Article

Open R1: Update #3

and 9 others •

Mar 11

• 292

upvoted 2 papers 3 months ago

Predictive Data Selection: The Data That Predicts Is the Data That Teaches

Paper • 2503.00808 • Published Mar 2 • 57

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20 • 192

upvoted a paper 4 months ago

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Paper • 2502.11089 • Published Feb 16 • 160

upvoted a paper 5 months ago

The Lessons of Developing Process Reward Models in Mathematical Reasoning

Paper • 2501.07301 • Published Jan 13 • 98

upvoted 3 papers 6 months ago

B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published Dec 23, 2024 • 48

Diving into Self-Evolving Training for Multimodal Reasoning

Paper • 2412.17451 • Published Dec 23, 2024 • 44

Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 368