About me
I am currently pursuing my Ph.D. degree at the School of Information Science and Technology, ShanghaiTech University. I am lucky to be advised by Prof. Quan Li. I have also taken a research internship at Microsoft Research Asia advised by Dr. Yun Wang.
My research interests include high‑dimensional data visualization, data storytelling, and visual analytics. My research goal is to support people in understanding high‑dimensional data and machine learning models by developing scalable visual interfaces and interpretable techniques.
Publications
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NotePlayer: Engaging Jupyter Notebooks for Dynamic Presentation of Analytical Processes
ACM UIST 2024
Yang Ouyang, Leixian Shen, Yun Wang, Quan Li
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A Two-Phase Visualization System for Continuous Human-AI Collaboration in Sequelae Analysis and Modeling
IEEE VIS 2024
Yang Ouyang, Chenyang Zhang, He Wang, Tianle Ma, Chang Jiang, Yuheng Yan, Zuoqin Yan, Xiaojuan Ma, Chuhan Shi, Quan Li
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KMTLabeler: An Interactive Knowledge-Assisted Labeling Tool for Medical Text Classification
IEEE TVCG 2024
He Wang, Yang Ouyang, Yuchen Wu, Chang Jiang, Lixia Jin, Yuanwu Cao, Quan Li
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Towards Better Modeling With Missing Data: A Contrastive Learning-Based Visual Analytics Perspective
IEEE TVCG 2023
Laixin Xie, Yang Ouyang, Longfei Chen, Ziming Wu, Quan Li
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FSLens: A Visual Analytics Approach to Evaluating and Optimizing the Spatial Layout of Fire Stations
IEEE VIS 2023
Longfei Chen, He Wang, Yang Ouyang, Yang Zhou, Naiyu Wang, Quan Li
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RISeer: Inspecting the Status and Dynamics of Regional Industrial Structure via Visual Analytics
IEEE VIS 2022
Longfei Chen*, Yang Ouyang*, Haipeng Zhang, Suting Hong, Quan Li (*The authors contribute equally)
Internships
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- [2023.05 - 2023.12] Research Intern. (Supervised by Yun Wang)
- Microsoft Research Asia, Beijing, China.
- [2019.08 - 2020.06] Research Intern.
- Shanghai Center for Brain Science and Brain-Inspired Technology, Shanghai, China.
Services
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- Teaching Assistant [2022‑2023 Fall]
- Human-Computer Interaction
- Volunteer [2021]
- School Open Day
