BadWAM: When World-Action Models Dream Right but Act Wrong Paper • 2607.15207 • Published 1 day ago • 21
dOPSD: On-Policy Self-Distillation for Diffusion Language Models Paper • 2607.04428 • Published 12 days ago • 17
Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs Paper • 2605.20315 • Published May 19 • 28
On-Policy Self-Evolution via Failure Trajectories for Agentic Safety Alignment Paper • 2605.11882 • Published May 12 • 16
Vision-Language-Action Safety: Threats, Challenges, Evaluations, and Mechanisms Paper • 2604.23775 • Published Apr 26 • 46
SpotEdit: Selective Region Editing in Diffusion Transformers Paper • 2512.22323 • Published Dec 26, 2025 • 39
WorldWarp: Propagating 3D Geometry with Asynchronous Video Diffusion Paper • 2512.19678 • Published Dec 22, 2025 • 32
DeContext as Defense: Safe Image Editing in Diffusion Transformers Paper • 2512.16625 • Published Dec 18, 2025 • 25
In-Video Instructions: Visual Signals as Generative Control Paper • 2511.19401 • Published Nov 24, 2025 • 32