Haiyang Yan

Symphony: A Cognitively-Inspired Multi-Agent System for Long-Video Understanding

Despite rapid developments and widespread applications of MLLM agents, they still struggle with long-form video understanding (LVU) tasks, which are characterized by high information density and extended temporal spans. Recent research on LVU agents demonstrates that simple task decomposition and co