From Correctness to Utility: Gain-Based Prefix Evaluation for LLM Reasoning Paper • 2606.07190 • Published Jun 5 • 35
DenoiseRL: Bootstrapping Reasoning Models to Recover from Noisy Prefixes Paper • 2605.28421 • Published May 27 • 48
CoDiQ: Test-Time Scaling for Controllable Difficult Question Generation Paper • 2602.01660 • Published Feb 2 • 8
LoMo: Local Modality Substitution for Deeper Vision-Language Fusion Paper • 2605.30265 • Published May 28 • 23
SCALER:Synthetic Scalable Adaptive Learning Environment for Reasoning Paper • 2601.04809 • Published Jan 8 • 3