Scaling Latent Reasoning via Looped Language Models Paper • 2510.25741 • Published Oct 29, 2025 • 233
PerceptionDLM: Parallel Region Perception with Multimodal Diffusion Language Models Paper • 2606.19534 • Published 8 days ago • 60
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
Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling Paper • 2604.28185 • Published Apr 30 • 92
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