VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning Paper • 2507.22607 • Published 12 days ago • 44
MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization Paper • 2507.14683 • Published 23 days ago • 124
Through the Valley: Path to Effective Long CoT Training for Small Language Models Paper • 2506.07712 • Published Jun 9 • 18
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning Paper • 2506.07044 • Published Jun 8 • 111
Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Paper • 2505.23604 • Published May 29 • 24