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IDSI Lab

Research

We pursue human-centered intelligent design and supportive systems through knowledge, interaction, and embodiment.

01

Knowledge-Driven Intelligent Design Generation and Design Reasoning

We build knowledge-aware models and reasoning frameworks to support concept generation, evaluation, and evolution in complex design spaces.

1.1

Design Intent Modeling and Knowledge Representation

Model design goals, user needs, and domain knowledge to support structured understanding and reuse of design information.

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1.2

Constraint Reasoning and Concept Generation

Leverage reasoning and generative models to satisfy constraints and explore innovative and feasible design concepts.

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1.3

Human-AI Design Support and Concept Evolution

Enable iterative co-creation and concept evolution through interactive tools and explainable AI support.

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02

Multimodal Interaction and Supportive Design

We explore multimodal perception, interaction, and embodiment to build supportive systems that understand, adapt, and empower users.

2.1

Multimodal State Sensing and Recognition

Integrate multimodal signals to perceive user states, context, and intent in real time.

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2.2

Game-Based Interaction and Support Mechanism Design

Design engaging interactions and adaptive support mechanisms to motivate and guide user behavior.

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2.3

Supportive Embodied System Design

Develop embodied systems that deliver personalized, proactive, and context-aware support in the real world.

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Key Application
Areas

Complex Embodied Systems

Design, analysis, and optimization of complex cyber-physical systems across multiple domains.

Supportive Embodied Systems

Human-centered systems that provide cognitive, emotional, and physical support in daily life.

Future Mobility

Intelligent, sustainable, and human-centered mobility for the future of transportation.