Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning Paper • 2602.11748 • Published 1 day ago • 24
P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads Paper • 2602.09443 • Published 4 days ago • 56
Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations Paper • 2602.05885 • Published 8 days ago • 28
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning Paper • 2601.18631 • Published 18 days ago • 47
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models Paper • 2512.24165 • Published Dec 30, 2025 • 51
Flash-DMD: Towards High-Fidelity Few-Step Image Generation with Efficient Distillation and Joint Reinforcement Learning Paper • 2511.20549 • Published Nov 25, 2025 • 26
iMontage: Unified, Versatile, Highly Dynamic Many-to-many Image Generation Paper • 2511.20635 • Published Nov 25, 2025 • 32
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17, 2025 • 134
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Paper • 2511.04570 • Published Nov 6, 2025 • 216
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning Paper • 2510.27492 • Published Oct 30, 2025 • 86
SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning Paper • 2509.09674 • Published Sep 11, 2025 • 80
Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents Paper • 2509.26354 • Published Sep 30, 2025 • 18
Diversity-Incentivized Exploration for Versatile Reasoning Paper • 2509.26209 • Published Sep 30, 2025 • 16
Native Hybrid Attention for Efficient Sequence Modeling Paper • 2510.07019 • Published Oct 8, 2025 • 17
Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration Paper • 2509.14760 • Published Sep 18, 2025 • 53
WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents Paper • 2509.06501 • Published Sep 8, 2025 • 81
Speed Always Wins: A Survey on Efficient Architectures for Large Language Models Paper • 2508.09834 • Published Aug 13, 2025 • 53
STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models Paper • 2507.15375 • Published Jul 21, 2025 • 30
IntFold: A Controllable Foundation Model for General and Specialized Biomolecular Structure Prediction Paper • 2507.02025 • Published Jul 2, 2025 • 35