PreserVis, a Visual Analytic System for Traffic and Pollution Patterns - Multi-Challenge Award for Compelling Synthesis of Information. - Qiao Gu; Hang Yin; Lian Chen; Haotian Li 001; Chengzhong Liu; Xuanwu Yue; Huamin Qu (VAST, 2017)

Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network. - Haotian Li 001; Huan Wei; Yong Wang 021; Yangqiu Song; Huamin Qu (CIKM, 2020)

Predicting student performance in interactive online question pools using mouse interaction features. - Huan Wei; Haotian Li 001; Meng Xia 002; Yong Wang 021; Huamin Qu (LAK, 2020)

TradAO: A Visual Analytics System for Trading Algorithm Optimization. - Ka Wing Tsang; Haotian Li 001; Fuk Ming Lam; Yifan Mu; Yong Wang 021; Huamin Qu (IEEE VIS (Short Papers), 2020)

A Visual Analytics Approach to Facilitate the Proctoring of Online Exams. - Haotian Li 001; Min Xu; Yong Wang 021; Huan Wei; Huamin Qu (CHI, 2021)

Topology Density Map for Urban Data Visualization and Analysis. - Zezheng Feng; Haotian Li 001; Wei Zeng 004; Shuang-Hua Yang; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2021)

Designing a Data Visualization Dashboard for Pre-Screening Hong Kong Students with Specific Learning Disabilities. - Ka Yan Fung; Zikai Alex Wen; Haotian Li 001; Xingbo Wang 001; Shenghui Song 001; Huamin Qu (ASSETS, 2022)

Structure-aware Visualization Retrieval. - Haotian Li 001; Yong Wang 021; Aoyu Wu; Huan Wei; Huamin Qu (CHI, 2022)

ComputableViz: Mathematical Operators as a Formalism for Visualisation Processing and Analysis. - Aoyu Wu; Wai Tong; Haotian Li 001; Dominik Moritz; Yong Wang 021; Huamin Qu (CHI, 2022)

Who Will Support My Project? Interactive Search of Potential Crowdfunding Investors Through inSearch. - Songheng Zhang; Yong Wang 021; Haotian Li 001; Wanyu Zhang (CHI Extended Abstracts, 2022)

BlockLens: Visual Analytics of Student Coding Behaviors in Block-Based Programming Environments. - Sean Tsung; Huan Wei; Haotian Li 001; Yong Wang 021; Meng Xia 002; Huamin Qu (L@S, 2022)

Let Every Seat Be Perfect! A Case Study on Combining BIM and VR for Room Planning. - Wai Tong; Haotian Li 001; Huan Wei; Liwenhan Xie; Yanna Lin; Huamin Qu (VR Workshops, 2022)

ComputableViz: Mathematical Operators as a Formalism for Visualization Processing and Analysis. - Aoyu Wu; Wai Tong; Haotian Li 001; Dominik Moritz; Yong Wang 021; Huamin Qu (CoRR, 2022)

KB4VA: A Knowledge Base of Visualization Designs for Visual Analytics. - Dazhen Deng; Aoyu Wu; Haotian Li 001; Ji Lan; Yong Wang 021; Huamin Qu; Yingcai Wu (CoRR, 2022)

KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation. - Haotian Li 001; Yong Wang 021; Songheng Zhang; Yangqiu Song; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2022)

Deep Colormap Extraction From Visualizations. - Linping Yuan; Wei Zeng 004; Siwei Fu; Zhiliang Zeng; Haotian Li 001; Chi-Wing Fu; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2022)

Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks. - Haotian Li 001; Lu Ying; Haidong Zhang; Yingcai Wu; Huamin Qu; Yun Wang 012 (CHI, 2023)

Knowledge Compass: A Question Answering System Guiding Students with Follow-Up Question Recommendations. - Rui Sheng; Leni Yang; Haotian Li 001; Yan Luo; Ziyang Xu; Zhilan Zhou; David Gotz; Huamin Qu (UIST (Adjunct Volume), 2023)

Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling. - Haotian Li 001; Yun Wang 012; Q. Vera Liao; Huamin Qu (CoRR, 2023)

Visualizing Spreadsheet Formula Graphs Compactly. - Fanchao Chen; Dixin Tang; Haotian Li 001; Aditya G. Parameswaran (Proc. VLDB Endow., 2023)

Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration. - Haotian Li 001; Yun Wang 012; Huamin Qu (CHI, 2024)

OutlineSpark: Igniting AI-powered Presentation Slides Creation from Computational Notebooks through Outlines. - Fengjie Wang; Yanna Lin; Leni Yang; Haotian Li 001; Mingyang Gu; Min Zhu 005; Huamin Qu (CHI, 2024)

VAID: Indexing View Designs in Visual Analytics System. - Lu Ying; Aoyu Wu; Haotian Li 001; Zikun Deng; Ji Lan; Jiang Wu; Yong Wang 021; Huamin Qu; Dazhen Deng; Yingcai Wu (CHI, 2024)

Understanding Nonlinear Collaboration between Human and AI Agents: A Co-design Framework for Creative Design. - Jiayi Zhou; Renzhong Li; Junxiu Tang; Tan Tang; Haotian Li 001; Weiwei Cui 001; Yingcai Wu (CHI, 2024)

Inferring Visualization Intent from Conversation. - Haotian Li 001; Nithin Chalapathi; Huamin Qu; Alvin Cheung; Aditya G. Parameswaran (CIKM, 2024)

From Data to Story: Towards Automatic Animated Data Video Creation with LLM-Based Multi-Agent Systems. - Leixian Shen; Haotian Li 001; Yun Wang 012; Huamin Qu (GEN4DS@VIS, 2024)

Constraint Representation Towards Precise Data-Driven Storytelling. - Yu-Zhe Shi; Haotian Li 001; Lecheng Ruan; Huamin Qu (GEN4DS@VIS, 2024)

SPADE: Synthesizing Assertions for Large Language Model Pipelines. - Shreya Shankar; Haotian Li 001; Parth Asawa; Madelon Hulsebos; Yiming Lin; J. D. Zamfirescu-Pereira; Harrison Chase; Will Fu-Hinthorn; Aditya G. Parameswaran; Eugene Wu 002 (CoRR, 2024)

JailbreakHunter: A Visual Analytics Approach for Jailbreak Prompts Discovery from Large-Scale Human-LLM Conversational Datasets. - Zhihua Jin; Shiyi Liu; Haotian Li 001; Xun Zhao; Huamin Qu (CoRR, 2024)

Narrative Player: Reviving Data Narratives with Visuals. - Zekai Shao; Leixian Shen; Haotian Li 001; Yi Shan; Huamin Qu; Yun Wang 012; Siming Chen 001 (CoRR, 2024)

InkSight: Leveraging Sketch Interaction for Documenting Chart Findings in Computational Notebooks. - Yanna Lin; Haotian Li 001; Leni Yang; Aoyu Wu; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2024)

DMiner: Dashboard Design Mining and Recommendation. - Yanna Lin; Haotian Li 001; Aoyu Wu; Yong Wang 021; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2024)

SPADE: Synthesizing Data Quality Assertions for Large Language Model Pipelines. - Shreya Shankar; Haotian Li 001; Parth Asawa; Madelon Hulsebos; Yiming Lin; J. D. Zamfirscu-Pereira; Harrison Chase; Will Fu-Hinthorn; Aditya G. Parameswaran; Eugene Wu 002 (Proc. VLDB Endow., 2024)

AdaVis: Adaptive and Explainable Visualization Recommendation for Tabular Data. - Songheng Zhang; Haotian Li 001; Huamin Qu; Yong Wang 021 (IEEE Trans. Vis. Comput. Graph., 2024)

InterLink: Linking Text with Code and Output in Computational Notebooks. - Yanna Lin; Leni Yang; Haotian Li 001; Huamin Qu; Dominik Moritz (CHI, 2025)

Prompting Generative AI with Interaction-Augmented Instructions. - Leixian Shen; Haotian Li 001; Yifang Wang 012; Xing Xie 001; Huamin Qu (CHI Extended Abstracts, 2025)

Reflecting on Design Paradigms of Animated Data Video Tools. - Leixian Shen; Haotian Li 001; Yun Wang 012; Huamin Qu (CHI, 2025)

Understanding Screenwriters' Practices, Attitudes, and Future Expectations in Human-AI Co-Creation. - Yuying Tang; Haotian Li 001; Minghe Lan; Xiaojuan Ma; Huamin Qu (CHI, 2025)

Xavier: Toward Better Coding Assistance in Authoring Tabular Data Wrangling Scripts. - Yunfan Zhou; Xiwen Cai; Qiming Shi; Yanwei Huang; Haotian Li 001; Huamin Qu; Di Weng; Yingcai Wu (CHI, 2025)

Composing Data Stories with Meta Relations. - Haotian Li 001; Lu Ying; Leixian Shen; Yun Wang 012; Yingcai Wu; Huamin Qu (CoRR, 2025)

Reflection on Data Storytelling Tools in the Generative AI Era from the Human-AI Collaboration Perspective. - Haotian Li 001; Yun Wang 012; Huamin Qu (CoRR, 2025)

How Does Empirical Research Facilitate Creation Tool Design? A Data Video Perspective. - Leixian Shen; Leni Yang; Haotian Li 001; Yun Wang 012; Yuyu Luo; Huamin Qu (CoRR, 2025)

Reviving Static Charts Into Live Charts. - Lu Ying; Yun Wang 012; Haotian Li 001; Shuguang Dou; Haidong Zhang; Xinyang Jiang; Huamin Qu; Yingcai Wu (IEEE Trans. Vis. Comput. Graph., 2025)

Data Playwright: Authoring Data Videos With Annotated Narration. - Leixian Shen; Haotian Li 001; Yun Wang 012; Tianqi Luo; Yuyu Luo; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2025)