Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published 6 days ago • 87
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss Paper • 2512.23447 • Published 7 days ago • 90
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows Paper • 2512.16969 • Published 18 days ago • 109
BrainExplore: Large-Scale Discovery of Interpretable Visual Representations in the Human Brain Paper • 2512.08560 • Published 27 days ago • 38
From Next-Token to Next-Block: A Principled Adaptation Path for Diffusion LLMs Paper • 2512.06776 • Published 29 days ago • 25
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published Nov 26, 2025 • 111
Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights Paper • 2512.01816 • Published Dec 1, 2025 • 88
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published Dec 2, 2025 • 244
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 282
MedSAM3: Delving into Segment Anything with Medical Concepts Paper • 2511.19046 • Published Nov 24, 2025 • 49
Pillar-0: A New Frontier for Radiology Foundation Models Paper • 2511.17803 • Published Nov 21, 2025 • 20
Budget-Aware Tool-Use Enables Effective Agent Scaling Paper • 2511.17006 • Published Nov 21, 2025 • 29
DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research Paper • 2511.19399 • Published Nov 24, 2025 • 60
Computer-Use Agents as Judges for Generative User Interface Paper • 2511.15567 • Published Nov 19, 2025 • 52
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning Paper • 2511.16043 • Published Nov 20, 2025 • 108
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling Paper • 2511.11793 • Published Nov 14, 2025 • 165