Selected Publications

Zijian Ding, Fenghai Li, Haofei Yu, Joel Chan (2025). Towards Direct Intent Manipulation: Drag-Based Research Ideation, Evaluation and Evolution. In UIST 2025 Poster.
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Zijian Ding, Qinshi Zhang, Mohan Chi, Ziyi Wang (2025). Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers with Multi-agent System. In VL/HCC 2025.
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Zijian Ding, Michelle Brachman, Joel Chan, Werner Geyer (2025). The Diagram is like Guardrails: Structuring GenAI-assisted Hypotheses Exploration with an Interactive Shared Representation. In C&C 2025.
PDF Work during internship @ MIT-IBM Watson AI Lab
Qinshi Zhang, Ruoyu Wen, Latisha Besariani Hendra, Zijian Ding*, Ray LC (2025). Can AI Prompt Humans? Multimodal Agents Prompt Players' Game Design Ideas. In CHI 2025.
PDF In collaboration with CityU
Zijian Ding, Michelle Brachman, Joel Chan, Werner Geyer (2025). Structuring GenAI-assisted Hypotheses Exploration with an Interactive Shared Representation. In IUI 2025 Demo.
PDF Work during internship @ MIT-IBM Watson AI Lab
Chen Cao, Zijian Ding, Jionghao Lin, Frank Hopfgartner (2024). AI Chatbots as Multi-Role Pedagogical Agents: Transforming Engagement in CS Education. In IJAIED 2024 Abstract.
PDF arXiv
Zijian Ding, Joel Chan (2024). Intelligent Canvas: Enabling Design-Like Exploratory Visual Data Analysis through Rapid Prototyping, Iteration and Curation.
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Joel Chan, Zijian Ding, Eesh Kamrah, Mark Fuge (2024). Formulating or Fixating: Effects of Examples on Problem Solving Vary as a Function of Example Presentation Interface Design. In CHI 2024.
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Zijian Ding (2024). Advancing GUI for Generative AI: Charting the Design Space of Human-AI Interactions through Task Creativity and Complexity. In IUI 2024 Doctoral Consortium.
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Eesh Kamrah, Seyede Fatemeh Ghoreishi, Zijian Ding, Joel Chan, Mark Fuge (2023). How Diverse Initial Samples Help and Hurt Bayesian Optimizers. In ASME Journal of Mechanical Design.
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