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Haotian Li

Understanding Nonlinear Collaboration between Human and AI Agents: A Co-design Framework for Creative Design
2024 · Jiayi Zhou, Renzhong Li, et al. · CHI Conference on Human Factors in Computing Systems · 162
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KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation
2021 · Haotian Li, Yong Wang, et al. · IEEE Transactions on Visualization and Computer Graphics · 128
Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration
2024 · Haotian Li, Yun Wang, et al. · CHI Conference on Human Factors in Computing Systems · 102
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A Visual Analytics Approach to Facilitate the Proctoring of Online Exams
2021 · Haotian Li, Min Xu, et al. · CHI Conference on Human Factors in Computing Systems · 95
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spade: Synthesizing Data Quality Assertions for Large Language Model Pipelines
2024 · Shreya Shankar, Haotian Li, et al. · Proceedings of the VLDB Endowment · 60
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InkSight: Leveraging Sketch Interaction for Documenting Chart Findings in Computational Notebooks
2023 · Yanna Lin, Haotian Li, et al. · IEEE Transactions on Visualization and Computer Graphics · 52
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Topology Density Map for Urban Data Visualization and Analysis
2020 · Zezheng Feng, Haotian Li, et al. · IEEE Transactions on Visualization and Computer Graphics · 50
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Why is AI Not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling
2025 · Haotian Li, Yun Wang, et al. · IEEE Transactions on Visualization and Computer Graphics · 47
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From Data to Story: Towards Automatic Animated Data Video Creation with LLM-Based Multi-Agent Systems
2024 · Leixian Shen, Haotian Li, et al. · 45
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Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks
2023 · Haotian Li, Lu Ying, et al. · CHI Conference on Human Factors in Computing Systems · 42
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DMiner: Dashboard Design Mining and Recommendation
2023 · Yanna Lin, Haotian Li, et al. · IEEE Transactions on Visualization and Computer Graphics · 40
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Structure-aware Visualization Retrieval
2022 · Haotian Li, Yong Wang, et al. · CHI Conference on Human Factors in Computing Systems · 40
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Understanding Screenwriters' Practices, Attitudes, and Future Expectations in Human-AI Co-Creation
2025 · Yuying Tang, Haotian Li, et al. · CHI Conference on Human Factors in Computing Systems · 38
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Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network
2020 · Haotian Li, Huan Wei, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 37
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Deep Colormap Extraction From Visualizations
2021 · Lin-Ping Yuan, Wei Zeng, et al. · IEEE Transactions on Visualization and Computer Graphics · 36
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AdaVis: Adaptive and Explainable Visualization Recommendation for Tabular Data
2023 · Songheng Zhang, Haotian Li, et al. · IEEE Transactions on Visualization and Computer Graphics · 34
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Predicting student performance in interactive online question pools using mouse interaction features
2020 · Huan Wei, Haotian Li, et al. · International Conference on Learning Analytics and Knowledge (LAK) · 32
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Data Playwright: Authoring Data Videos With Annotated Narration
2024 · Leixian Shen, Haotian Li, et al. · IEEE Transactions on Visualization and Computer Graphics · 29
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Reviving Static Charts Into Live Charts
2024 · Lu Ying, Yun Wang, et al. · IEEE Transactions on Visualization and Computer Graphics · 29
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Prompting Generative AI with Interaction-Augmented Instructions
2025 · Leixian Shen, Haotian Li, et al. · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · 28
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Peer-inspired student performance prediction in interactive online question pools with graph neural network
2020 · LI, Haotian, WEI, Huan, et al. · Singapore Management University Institutional Knowledge (InK) (Singapore Management University) · 28
Narrative Player: Reviving Data Narratives With Visuals
2025 · Zekai Shao, Leixian Shen, et al. · IEEE Transactions on Visualization and Computer Graphics · 25
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OutlineSpark: Igniting AI-powered Presentation Slides Creation from Computational Notebooks through Outlines
2024 · Fengjie Wang, Yanna Lin, et al. · CHI Conference on Human Factors in Computing Systems · 22
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VAID: Indexing View Designs in Visual Analytics System
2024 · Lu Ying, Aoyu Wu, et al. · CHI Conference on Human Factors in Computing Systems · 16
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Reflecting on Design Paradigms of Animated Data Video Tools
2025 · Leixian Shen, Haotian Li, et al. · CHI Conference on Human Factors in Computing Systems · 15
Works count: 69
Citation count: 1,378
H-index: 22
I10-index: 30
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