From Proprietary to Open-Source: Bridging the Distribution Gap via Multi-Agent Protocol Distillation in Agentic Search Paper • 2607.24280 • Published 1 day ago • 57
PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails Paper • 2607.05910 • Published 21 days ago • 38
Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning Paper • 2607.07708 • Published 20 days ago • 88
Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling Paper • 2605.13301 • Published May 13 • 166
EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments Paper • 2607.02440 • Published 26 days ago • 51
EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments Paper • 2607.02440 • Published 26 days ago • 51
MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling Paper • 2606.13473 • Published Jun 11 • 93
Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling Paper • 2605.13301 • Published May 13 • 166
Teaching Thinking Models to Reason with Tools: A Full-Pipeline Recipe for Tool-Integrated Reasoning Paper • 2605.06326 • Published May 7 • 26
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models Paper • 2512.24165 • Published Dec 30, 2025 • 53