Yangyang He

Reference-Based Manipulation: A Framework and Pipeline for Multimodal Spatial Reasoning

This work systematically examines how users construct and communicate spatial intent in immersive platforms through speech and gesture, and formalizes a framework that decomposes spatial references into three core components: Source, Anchor, and Frame while characterizing their compositional strategies and explicitness...