Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning Paper • 2607.12395 • Published 17 days ago • 99
Weak-to-Strong Generalization via Direct On-Policy Distillation Paper • 2607.05394 • Published 23 days ago • 139
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Paper • 2607.02980 • Published 28 days ago • 82
SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents Paper • 2509.06283 • Published Sep 8, 2025 • 17
Dynamic Chunking for End-to-End Hierarchical Sequence Modeling Paper • 2507.07955 • Published Jul 10, 2025 • 27
MUR: Momentum Uncertainty guided Reasoning for Large Language Models Paper • 2507.14958 • Published Jul 20, 2025 • 47
GUI-G^2: Gaussian Reward Modeling for GUI Grounding Paper • 2507.15846 • Published Jul 21, 2025 • 135