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20242026
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cs.HC2026

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

Yangyang He, Zhuangze Hou, Yonglin Chen +1

When manipulating objects in immersive platforms through speech and gesture, users naturally construct spatial references, referring to scene entities, their bodies, or the environ…

cs.HC2025

Design Exploration of AI-assisted Personal Affective Physicalization

Ruishan Wu, Zhuoyang Li, Charles Perin +2

Personal Affective Physicalization is the process by which individuals express emotions through tangible forms to record, reflect on, and communicate. Yet such physical data repres…

cs.HC2025

EchoLadder: Progressive AI-Assisted Design of Immersive VR Scenes

Zhuangze Hou, Jingze Tian, Nianlong Li +2

Mixed reality platforms allow users to create virtual environments, yet novice users struggle with both ideation and execution in spatial design. While existing AI models can autom…

cs.HC2024

Breaking the Midas Spell:Understanding Progressive Novice-AI Collaboration in Spatial Design

Zijun Wan, Jiawei Tang, Linghang Cai +2

In spatial design, Artificial Intelligence (AI) tools often generate the entire spatial design outcome in a single automated step, rather than engaging users in a deepening and ite…

cs.HC2024

SelfIE: Self-Initiated Explorable Instructions Towards Enhanced User Experience

Hyeongcheol Kim, Katherine Fennedy, Georgia Zhang +2

Given the widespread use of procedural instructions with non-linear access (situational information retrieval), there has been a proposal to accommodate both linear and non-linear…