Video Generation Models as World Models: Efficient Paradigms, Architectures and Algorithms Paper • 2603.28489 • Published 4 days ago • 27
LLaDA-o: An Effective and Length-Adaptive Omni Diffusion Model Paper • 2603.01068 • Published Mar 1 • 22
LLaDA-o: An Effective and Length-Adaptive Omni Diffusion Model Paper • 2603.01068 • Published Mar 1 • 22
Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation Paper • 2602.12125 • Published Feb 12 • 61
TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times Paper • 2512.16093 • Published Dec 18, 2025 • 97
Bee: A High-Quality Corpus and Full-Stack Suite to Unlock Advanced Fully Open MLLMs Paper • 2510.13795 • Published Oct 15, 2025 • 59
Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning Paper • 2510.19338 • Published Oct 22, 2025 • 117
Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model Paper • 2510.18855 • Published Oct 21, 2025 • 73
LaSeR: Reinforcement Learning with Last-Token Self-Rewarding Paper • 2510.14943 • Published Oct 16, 2025 • 40