MCP-Persona: Benchmarking LLM Agents on Real-World Personal Applications via Environment Simulation Paper • 2606.02470 • Published 6 days ago • 16
AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems Paper • 2605.27466 • Published 12 days ago • 8
Balancing Fidelity and Diversity in Diffusion Models via Symmetric Attention Decomposition: Hopfield Perspective Paper • 2605.27476 • Published 12 days ago • 20
AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration Paper • 2605.20025 • Published 19 days ago • 186
IndusAgent: Reinforcing Open-Vocabulary Industrial Anomaly Detection with Agentic Tools Paper • 2605.20682 • Published 18 days ago • 83
LoopUS: Recasting Pretrained LLMs into Looped Latent Refinement Models Paper • 2605.11011 • Published 28 days ago • 9
WindowsWorld: A Process-Centric Benchmark of Autonomous GUI Agents in Professional Cross-Application Environments Paper • 2604.27776 • Published Apr 30 • 15
HERMES++: Toward a Unified Driving World Model for 3D Scene Understanding and Generation Paper • 2604.28196 • Published Apr 30 • 72
LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model Paper • 2604.20796 • Published Apr 22 • 243
Adam's Law: Textual Frequency Law on Large Language Models Paper • 2604.02176 • Published Apr 2 • 506
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Paper • 2604.06628 • Published Apr 8 • 327