Baiyu Huang

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upvoted a paper 9 days ago

From Trainee to Trainer: LLM-Designed Training Environment for RL with Multi-Agent Reasoning

Paper • 2606.17682 • Published 11 days ago • 26

upvoted 2 papers 15 days ago

Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories

Paper • 2606.11176 • Published 18 days ago • 127

Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning

Paper • 2606.13106 • Published 16 days ago • 21

upvoted a paper 22 days ago

Reinforcement Learning Elicits Contextual Learning of Unseen Language Translation

Paper • 2606.06428 • Published 23 days ago • 25

upvoted 4 papers about 1 month ago

You Only Need Minimal RLVR Training: Extrapolating LLMs via Rank-1 Trajectories

Paper • 2605.21468 • Published May 20 • 51

Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining

Paper • 2605.14747 • Published May 14 • 147

ThoughtTrace: Understanding User Thoughts in Real-World LLM Interactions

Paper • 2605.20087 • Published May 19 • 18

EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL

Paper • 2605.18703 • Published May 18 • 50

upvoted a collection 3 months ago

FormalRx

Collection

3 items • Updated Mar 22 • 3