Submitted by Kaiyuan Eric Chen 6 GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks UC Berkeley 139 2
Submitted by Shangding Gu 10 From Model Scaling to System Scaling: Scaling the Harness in Agentic AI UC Berkeley 779 2
Submitted by Yunkai Zhang 8 Grid2Matrix: Revealing Digital Agnosia in Vision-Language Models UC Berkeley 3 2
Submitted by Hanchen Li 32 Combee: Scaling Prompt Learning for Self-Improving Language Model Agents UC Berkeley 3
Submitted by Shreya Shankar 4 Can AI Agents Answer Your Data Questions? A Benchmark for Data Agents UC Berkeley 167 2
Submitted by Haocheng Xi 16 SVG-EAR: Parameter-Free Linear Compensation for Sparse Video Generation via Error-aware Routing UC Berkeley 2
Peter L. Chen 
