Ruibin Xiong

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upvoted a paper about 18 hours ago

WorkFactory: Turning Professional Intents into Executable Work for Scalable Agent Training

Paper • 2610.37161 • Published 4 days ago • 30

upvoted a paper 2 days ago

Multiscale Policy Optimization for Long-Horizon LLM Agents

Paper • 2610.35013 • Published 5 days ago • 383

upvoted a paper 5 months ago

FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents

Paper • 2606.12087 • Published Jun 10 • 59

upvoted 2 papers 6 months ago

TMAS: Scaling Test-Time Compute via Multi-Agent Synergy

Paper • 2605.10344 • Published May 11 • 52

ClawGym: A Scalable Framework for Building Effective Claw Agents

Paper • 2604.26904 • Published Apr 29 • 56

upvoted 2 papers about 1 year ago

Low-probability Tokens Sustain Exploration in Reinforcement Learning with Verifiable Reward

Paper • 2510.03222 • Published Oct 3, 2025 • 76

Reinforcement Learning on Pre-Training Data

Paper • 2509.19249 • Published Sep 23, 2025 • 67

upvoted a paper over 1 year ago

Scale-Distribution Decoupling: Enabling Stable and Effective Training of Large Language Models

Paper • 2502.15499 • Published Feb 21, 2025 • 15

upvoted 2 papers almost 2 years ago

Ultra-Sparse Memory Network

Paper • 2411.12364 • Published Nov 19, 2024 • 23

Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models

Paper • 2411.03884 • Published Nov 6, 2024 • 29