ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published Nov 26, 2025 • 111
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer Paper • 2511.22699 • Published Nov 27, 2025 • 217
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17, 2025 • 134
TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Models Paper • 2511.13704 • Published Nov 17, 2025 • 42
view article Article The 1 Billion Token Challenge: Finding the Perfect Pre-training Mix Nov 3, 2025 • 53
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Paper • 2511.04570 • Published Nov 6, 2025 • 210
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning Paper • 2510.27492 • Published Oct 30, 2025 • 82
Spotlight on Token Perception for Multimodal Reinforcement Learning Paper • 2510.09285 • Published Oct 10, 2025 • 36
Native Hybrid Attention for Efficient Sequence Modeling Paper • 2510.07019 • Published Oct 8, 2025 • 16
Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration Paper • 2509.14760 • Published Sep 18, 2025 • 53
WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research Paper • 2509.13312 • Published Sep 16, 2025 • 105
Speed Always Wins: A Survey on Efficient Architectures for Large Language Models Paper • 2508.09834 • Published Aug 13, 2025 • 53
NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale Paper • 2508.10711 • Published Aug 14, 2025 • 145
SWE-Factory: Your Automated Factory for Issue Resolution Training Data and Evaluation Benchmarks Paper • 2506.10954 • Published Jun 12, 2025 • 52
Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning Paper • 2506.04207 • Published Jun 4, 2025 • 48
SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond Paper • 2505.19641 • Published May 26, 2025 • 68
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models Paper • 2505.22617 • Published May 28, 2025 • 131
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models Paper • 2505.14810 • Published May 20, 2025 • 62
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning Paper • 2505.08617 • Published May 13, 2025 • 41