AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems Paper • 2605.08715 • Published 5 days ago • 7
A Single Layer to Explain Them All:Understanding Massive Activations in Large Language Models Paper • 2605.08504 • Published 6 days ago • 5
Next-Embedding Prediction Makes Strong Vision Learners Paper • 2512.16922 • Published Dec 18, 2025 • 90
Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward Paper • 2511.20561 • Published Nov 25, 2025 • 33
SRUM: Fine-Grained Self-Rewarding for Unified Multimodal Models Paper • 2510.12784 • Published Oct 14, 2025 • 20
EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning Paper • 2509.22576 • Published Sep 26, 2025 • 137