Eat Your Precision: Precision Objective Mitigates Reward Hacking in Rubric-based RL Paper • 2610.33512 • Published 3 days ago • 23
KV4-RL: Unlocking Faster Asynchronous Rollouts for RLVR with INT4 KV Cache Quantization Paper • 2610.14448 • Published 17 days ago • 49
J-Zero: Unified Challenger--Solver--Judge Co-Evolution from Zero Data Paper • 2608.26582 • Published Aug 27 • 41
Who Should Lead Decoding Now? Tracking Reliable Trajectories for Ensembling Masked Diffusion Language Models Paper • 2606.16281 • Published Jun 15 • 33
TRIAGE: Dialectical LLM Reasoning for Explainable Risk Prediction on Irregularly Sampled Medical Time Series Paper • 2606.09030 • Published 26 days ago • 30
CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models Paper • 2605.08735 • Published May 9 • 72
CXReasonAgent: Evidence-Grounded Diagnostic Reasoning Agent for Chest X-rays Paper • 2602.23276 • Published Feb 26 • 16