Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation Paper • 2507.10524 • Published Jul 14 • 70
Energy-Based Transformers are Scalable Learners and Thinkers Paper • 2507.02092 • Published Jul 2 • 69
Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers Paper • 2507.02694 • Published Jul 3 • 19
NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes Paper • 2504.11544 • Published Apr 15 • 43
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Paper • 2504.13837 • Published Apr 18 • 136
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published Mar 31 • 300