WangZilin

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upvoted a paper 12 days ago

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

Paper • 2606.17682 • Published 14 days ago • 26

upvoted a paper 20 days ago

Attention Amnesia in Hybrid LLMs: When CoT Fine-Tuning Breaks Long-Range Recall, and How to Fix It

Paper • 2606.11052 • Published 21 days ago • 16

upvoted a paper 25 days ago

Reinforcement Learning Elicits Contextual Learning of Unseen Language Translation

Paper • 2606.06428 • Published 26 days ago • 25

upvoted a paper about 1 month ago

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

Paper • 2605.14747 • Published May 14 • 147

authored a paper about 1 month ago

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

Paper • 2605.18703 • Published May 18 • 50

upvoted a paper about 1 month ago

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

Paper • 2605.18703 • Published May 18 • 50

published a model 3 months ago

terr1ble/envscaler-mixed-step100

Updated Mar 23

upvoted a paper 6 months ago

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Paper • 2601.06943 • Published Jan 11 • 215

upvoted 2 papers 10 months ago

Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration

Paper • 2508.13755 • Published Aug 19, 2025 • 14

Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR

Paper • 2508.14029 • Published Aug 19, 2025 • 119