Control-Data Flow Separation: Stable Prompt Optimization in Multi-Agent LLMs Paper • 2609.00621 • Published 19 days ago • 9
TurboVLA: Real-Time Vision-Language-Action Model at 32 Hz on an RTX 4090 with <1 GB VRAM Paper • 2607.27205 • Published Jul 29 • 69
MultAttnAttrib: Training-Free Multimodal Attribution in Long Document Question Answering Paper • 2607.01420 • Published Jul 1 • 8
The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning Paper • 2606.29526 • Published Jun 28 • 52
Hide-and-Seek in Trajectories: Discovering Failure Signals for VLA Runtime Monitoring Paper • 2605.30834 • Published May 29 • 9
On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters Paper • 2606.02437 • Published Jun 1 • 146
Multi-Objective and Mixed-Reward Reinforcement Learning via Reward-Decorrelated Policy Optimization Paper • 2605.13641 • Published May 13 • 9
CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence Paper • 2605.12882 • Published May 13 • 65
ShotStream: Streaming Multi-Shot Video Generation for Interactive Storytelling Paper • 2603.25746 • Published Mar 26 • 44
SocialOmni: Benchmarking Audio-Visual Social Interactivity in Omni Models Paper • 2603.16859 • Published Mar 17 • 48