Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives Paper • 2601.20833 • Published 4 days ago • 143
Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs Paper • 2601.17058 • Published 10 days ago • 181
SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligence Paper • 2512.22334 • Published Dec 26, 2025 • 35
Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization Paper • 2512.24615 • Published Dec 31, 2025 • 119
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published Dec 30, 2025 • 112
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss Paper • 2512.23447 • Published Dec 29, 2025 • 97
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows Paper • 2512.16969 • Published Dec 18, 2025 • 119
BrainExplore: Large-Scale Discovery of Interpretable Visual Representations in the Human Brain Paper • 2512.08560 • Published Dec 9, 2025 • 38
From Next-Token to Next-Block: A Principled Adaptation Path for Diffusion LLMs Paper • 2512.06776 • Published Dec 7, 2025 • 26
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published Nov 26, 2025 • 121
Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights Paper • 2512.01816 • Published Dec 1, 2025 • 92
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published Dec 2, 2025 • 255
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 294
MedSAM3: Delving into Segment Anything with Medical Concepts Paper • 2511.19046 • Published Nov 24, 2025 • 51
Pillar-0: A New Frontier for Radiology Foundation Models Paper • 2511.17803 • Published Nov 21, 2025 • 22
Budget-Aware Tool-Use Enables Effective Agent Scaling Paper • 2511.17006 • Published Nov 21, 2025 • 32
DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research Paper • 2511.19399 • Published Nov 24, 2025 • 61