Li, Haotian

Understanding Nonlinear Collaboration between Human and AI Agents: A Co-design Framework for Creative Design

Zhou, J., Li, R., Tang, J., Tang, T., Li, H., Cui, W., & Wu, Y. (2024) · Proceedings of the CHI Conference on Human Factors in Computing Systems

Design Education and PracticeDigital Media and Visual Art

Cited by 107

Where are we so far? Understanding data storytelling tools from the perspective of human-AI collaboration

Li, H., Wang, Y., & Qu, H. (2024) · Proceedings of the CHI Conference on Human Factors in Computing Systems

Data Visualization and AnalyticsInnovative Human-Technology Interaction

Cited by 77

InkSight: Leveraging Sketch Interaction for Documenting Chart Findings in Computational Notebooks

Lin, Y., Li, H., Yang, L., Wu, A., & Qu, H. (2023) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsScientific Computing and Data Management

Cited by 40

Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks

Li, H., Ying, L., Zhang, H., Wu, Y., Qu, H., & Wang, Y. (2023) · Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems

Data Visualization and AnalyticsScientific Computing and Data Management

Cited by 38

SPADE: Synthesizing Data Quality Assertions for Large Language Model Pipelines

Shankar, S., Li, H., Asawa, P., Hulsebos, M., Lin, Y., Zamfirescu-Pereira, J. D., Chase, H., Fu-Hinthorn, W., Parameswaran, A. G., & Wu, E. (2024) · arXiv

Software Testing and Debugging TechniquesSoftware Engineering Research

Cited by 27

From Data to Story: Towards Automatic Animated Data Video Creation with LLM-Based Multi-Agent Systems

Shen, L., Li, H., Wang, Y., & Qu, H. (2024) · 2024 IEEE VIS Workshop on Data Storytelling in an Era of Generative AI (GEN4DS)

Data Visualization and AnalyticsMulti-Agent Systems and Negotiation

Cited by 25

Why is AI not a panacea for data workers? an interview study on human-AI collaboration in data storytelling

Li, H., Wang, Y., Liao, Q. V., & Qu, H. (2025) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsHuman-Automation Interaction and Safety

Cited by 25

Data Playwright: Authoring Data Videos With Annotated Narration

Shen, L., Li, H., Wang, Y., Luo, T., Luo, Y., & Qu, H. (2025) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsDigital Media and Visual Art

Cited by 21

OutlineSpark: Igniting AI-powered Presentation Slides Creation from Computational Notebooks through Outlines

Wang, F., Lin, Y., Yang, L., Li, H., Gu, M., Zhu, M., & Qu, H. (2024) · Proceedings of the CHI Conference on Human Factors in Computing Systems

Data Visualization and AnalyticsSoftware Engineering Research

Cited by 20

Reviving Static Charts Into Live Charts

Ying, L., Wang, Y., Li, H., Dou, S., Zhang, H., Jiang, X., Qu, H., & Wu, Y. (2025) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsVisual and Cognitive Learning Processes

Cited by 19

Understanding Screenwriters' Practices, Attitudes, and Future Expectations in Human-AI Co-Creation

Tang, Y., Li, H., Lan, M., Ma, X., & Qu, H. (2025) · Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems

Artistic and Creative ResearchDigital Media and Visual Art

Cited by 18

Understanding Screenwriters' Practices, Attitudes, and Future Expectations in Human-AI Co-Creation

Tang, Y., Li, H., Lan, M., Ma, X., & Qu, H. (2025) · arXiv

Artistic and Creative ResearchDigital Media and Visual Art

Cited by 18

Narrative Player: Reviving Data Narratives With Visuals

Shao, Z., Shen, L., Li, H., Shan, Y., Qu, H., Wang, Y., & Chen, S. (2025) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsVisual and Cognitive Learning Processes

Cited by 15

Reflection on Data Storytelling Tools in the Generative AI Era from the Human-AI Collaboration Perspective

Li, H., Wang, Y., & Qu, H. (2025) · arXiv

Data Visualization and AnalyticsDigital Media and Visual Art

Cited by 10

How Do Human Creators Embrace Human-AI Co-Creation? A Perspective on Human Agency of Screenwriters

Tang, Y., Zhou, J., Li, H., Xie, X., Ma, X., & Qu, H. (2026) · arXiv

Art, Technology, and CultureDigital Media and Visual Art

Cited by 5

How Do Human Creators Embrace Human-AI Co-Creation? A Perspective on Human Agency of Screenwriters

Tang, Y., Zhou, J., Li, H., Xie, X., Ma, X., & Qu, H. (2026) · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems

Art, Technology, and CultureDigital Media and Visual Art

Cited by 5