3 papers
cs.CV2026
Perceive-then-Plan: Layout-as-Policy for Monocular 3D Scene Layout Estimation
Junwei Zhou, Yu-Wing Tai
Building structured 3D scene layouts from a single image requires reconciling visual observations with physical and spatial constraints, a challenge that is difficult to address wi…
cs.AI2026
Meta-Agent: From Task Descriptions to Verified Multi-Agent Systems
Andy Xu, Yu-Wing Tai
AI agents are increasingly used to solve complex, multi-step tasks, but existing multi-agent frameworks remain brittle as workflows grow in scale and depth. Small errors at interme…
cs.CL2025
MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning
Thang Nguyen, Peter Chin, Yu-Wing Tai
We present MA-RAG, a Multi-Agent framework for Retrieval-Augmented Generation (RAG) that addresses the inherent ambiguities and reasoning challenges in complex information-seeking…