Proxy Exploration and Reusable Guidance: A Modular LLM Post-Training Paradigm via Proxy-Guided Update Signals Paper • 2607.11505 • Published 15 days ago • 18
EgoSteer: A Full-Stack System Towards Steerable Dexterous Manipulation from Egocentric Videos Paper • 2607.09701 • Published Jun 21 • 17
The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning Paper • 2606.29526 • Published about 1 month ago • 170
DataEvolver: Self-Evolving Multi-Agent Data Construction for Text-Rich Image Generation Paper • 2606.31537 • Published 28 days ago • 28
Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps Paper • 2605.16928 • Published May 16 • 99
SafeDiffusion-R1: Online Reward Steering for Safe Diffusion Post-Training Paper • 2605.18719 • Published May 18 • 7