LC-ERD: Mining Latent Logic for Self-Evolving Reasoning via Consistency-Regulated Reward Decomposition Paper • 2605.24005 • Published May 30
Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents Paper • 2505.14418 • Published Jun 15
ColorEcosystem: Powering Personalized, Standardized, and Trustworthy Agentic Service in massive-agent Ecosystem Paper • 2510.21566 • Published Oct 27, 2025
Training High-Level Schedulers with Execution-Feedback Reinforcement Learning for Long-Horizon GUI Automation Paper • 2511.22235 • Published Mar 4
OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents Paper • 2604.24348 • Published Apr 27
Mobile-Aptus: Confidence-Driven Proactive and Robust Interaction in MLLM-based Mobile-Using Agents Paper • 2605.28629 • Published May 27
Agent-Dice: Disentangling Knowledge Updates via Geometric Consensus for Agent Continual Learning Paper • 2601.03641 • Published Apr 11
GEM: Gaussian Embedding Modeling for Out-of-Distribution Detection in GUI Agents Paper • 2505.12842 • Published Nov 22, 2025
MineExplorer: Evaluating Open-World Exploration of MLLM Agents in Minecraft Paper • 2605.30931 • Published May 29 • 10
Would You Walk to the Car Wash? Revealing the Salience Bias of Large Language Models in Commonsense Reasoning Paper • 2607.28478 • Published Jul 30 • 6
Beyond a Single Judge: The Evidence-Grounded, Social-Weighted Persona Panel for Generative UI Evaluation Paper • 2607.28439 • Published Jul 30
UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City Paper • 2608.27456 • Published Aug 27 • 55
Avatar Intelligence: Amplifying Human Agency Through Persistent Personal Agents Paper • 2611.03092 • Published 2 days ago • 15
Avatar Intelligence: Amplifying Human Agency Through Persistent Personal Agents Paper • 2611.03092 • Published 2 days ago • 15
Avatar Intelligence: Amplifying Human Agency Through Persistent Personal Agents Paper • 2611.03092 • Published 2 days ago • 15
Scaling in Games: Continued Pre-Training For Embodied Agents In Diverse Virtual Worlds Paper • 2610.28698 • Published 15 days ago • 73
SpatialScout: Can VLM Agents Actively Explore and Map 3D Scenes? Paper • 2610.26659 • Published 16 days ago • 102
More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning Paper • 2610.19789 • Published 21 days ago • 43
What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents Paper • 2608.27260 • Published Aug 27 • 74