Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone Paper • 2512.22615 • Published 3 days ago • 23
N3D-VLM: Native 3D Grounding Enables Accurate Spatial Reasoning in Vision-Language Models Paper • 2512.16561 • Published 12 days ago • 19
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published Nov 26 • 110
GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving Paper • 2510.11769 • Published Oct 13 • 25
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning Paper • 2506.18841 • Published Jun 23 • 56
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models Paper • 2505.24864 • Published May 30 • 143
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly Paper • 2505.10610 • Published May 15 • 54
Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models Paper • 2505.10554 • Published May 15 • 120
FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving Paper • 2502.20238 • Published Feb 27 • 23