Haotian Li

85 papers A* 15A 4B 1Journal 54Unranked 11
YearRankTypeTitle / Venue / Authors
2026 A* conf
DuoDrama: Supporting Screenplay Refinement Through LLM-Assisted Human Reflection.
CHI
Yuying Tang, Xinyi Chen, Haotian Li, Xing Xie, Xiaojuan Ma, Huamin Qu
2026 J jnl
DuoDrama: Supporting Screenplay Refinement Through LLM-Assisted Human Reflection.
CoRR
Yuying Tang, Xinyi Chen, Haotian Li, Xing Xie, Xiaojuan Ma, Huamin Qu
2026 — conf
From Passive Consumption to Active Interaction: Exploring Interactive LLM Scaffolding to Support Learning Engagement.
CHI Extended Abstracts
Zixin Chen, Haotian Li, Zhe Liu, Huamin Qu, Xing Xie
2026 J jnl
From Passive Consumption to Active Interaction: Exploring Interactive LLM Scaffolding to Support Learning Engagement.
CoRR
Zixin Chen, Haotian Li, Zhe Liu, Huamin Qu, Xing Xie
2026 A* conf
How Do Human Creators Embrace Human-AI Co-Creation? A Perspective on Human Agency of Screenwriters.
CHI
Yuying Tang, Jiayi Zhou, Haotian Li, Xing Xie, Xiaojuan Ma, Huamin Qu
2026 J jnl
How Do Human Creators Embrace Human-AI Co-Creation? A Perspective on Human Agency of Screenwriters.
CoRR
Yuying Tang, Jiayi Zhou, Haotian Li, Xing Xie, Xiaojuan Ma, Huamin Qu
2026 A* conf
Interaction-Augmented Instruction: Modeling the Synergy of Prompts and Interactions in Human-GenAI Collaboration.
CHI
Leixian Shen, Yifang Wang, Huamin Qu, Xing Xie, Haotian Li
2026 J jnl
Social-R1: Towards Human-like Social Reasoning in LLMs.
CoRR
Jincenzi Wu, Yuxuan Lei, Jianxun Lian, Yitian Huang, Lexin Zhou, Haotian Li, Xing Xie, Helen Meng
2026 J jnl
StoryLensEdu: Personalized Learning Report Generation through Narrative-Driven Multi-Agent Systems.
CoRR
Leixian Shen, Yan Luo, Rui Sheng, Yujia He, Haotian Li, Leni Yang, Huamin Qu
2026 — conf
Third Workshop on Human-Centered Evaluation and Auditing of Language Models: AI Agents-in-the-Loop.
CHI Extended Abstracts
Willem van der Maden, Wesley Hanwen Deng, Yu Lu Liu, Han Jiang, Valerie Chen, Haotian Li, Juho Kim, Q. Vera Liao, Wei Xu, Motahhare Eslami, Ziang Xiao
2026 J jnl
To Think or Not To Think, That is The Question for Large Reasoning Models in Theory of Mind Tasks.
CoRR
Nanxu Gong, Haotian Li, Sixun Dong, Jianxun Lian, Yanjie Fu, Xing Xie
2026 — conf
Tools for Thought: Understanding, Protecting, and Augmenting Human Cognition with Generative AI - From Vision to Implementation.
CHI Extended Abstracts
Zelun Tony Zhang, Nick von Felten, Leon Reicherts, Lev Tankelevitch, Zhitong Guan, Sean Rintel, Yue Fu, Jessica He, Kenneth Holstein, Advait Sarkar, Gonzalo A. Ramos, Anuschka Schmitt, Anjali Singh, Haotian Li, Srishti Palani, Peter Dalsgaard
2025 J jnl
Composing Data Stories with Meta Relations.
CoRR
Haotian Li, Lu Ying, Leixian Shen, Yun Wang, Yingcai Wu, Huamin Qu
2025 J jnl
Data Playwright: Authoring Data Videos With Annotated Narration.
IEEE Trans. Vis. Comput. Graph.
Leixian Shen, Haotian Li, Yun Wang, Tianqi Luo, Yuyu Luo, Huamin Qu
2025 J jnl
How Does Empirical Research Facilitate Creation Tool Design? A Data Video Perspective.
CoRR
Leixian Shen, Leni Yang, Haotian Li, Yun Wang, Yuyu Luo, Huamin Qu
2025 A* conf
InterLink: Linking Text with Code and Output in Computational Notebooks.
CHI
Yanna Lin, Leni Yang, Haotian Li, Huamin Qu, Dominik Moritz
2025 J jnl
InterLink: Linking Text with Code and Output in Computational Notebooks.
CoRR
Yanna Lin, Leni Yang, Haotian Li, Huamin Qu, Dominik Moritz
2025 J jnl
Interaction-Augmented Instruction: Modeling the Synergy of Prompts and Interactions in Human-GenAI Collaboration.
CoRR
Leixian Shen, Yifang Wang, Huamin Qu, Xing Xie, Haotian Li
2025 J jnl
JailbreakHunter: A Visual Analytics Approach for Jailbreak Prompts Discovery From Large-Scale Human-LLM Conversational Datasets.
IEEE Trans. Vis. Comput. Graph.
Zhihua Jin, Shiyi Liu, Haotian Li, Xun Zhao, Huamin Qu
2025 J jnl
Narrative Player: Reviving Data Narratives With Visuals.
IEEE Trans. Vis. Comput. Graph.
Zekai Shao, Leixian Shen, Haotian Li, Yi Shan, Huamin Qu, Yun Wang, Siming Chen
2025 — conf
Prompting Generative AI with Interaction-Augmented Instructions.
CHI Extended Abstracts
Leixian Shen, Haotian Li, Yifang Wang, Xing Xie, Huamin Qu
2025 J jnl
Prompting Generative AI with Interaction-Augmented Instructions.
CoRR
Leixian Shen, Haotian Li, Yifang Wang, Xing Xie, Huamin Qu
2025 A* conf
Reflecting on Design Paradigms of Animated Data Video Tools.
CHI
Leixian Shen, Haotian Li, Yun Wang, Huamin Qu
2025 J jnl
Reflecting on Design Paradigms of Animated Data Video Tools.
CoRR
Leixian Shen, Haotian Li, Yun Wang, Huamin Qu
2025 J jnl
Reflection on Data Storytelling Tools in the Generative AI Era from the Human-AI Collaboration Perspective.
CoRR
Haotian Li, Yun Wang, Huamin Qu
2025 J jnl
Reviving Static Charts Into Live Charts.
IEEE Trans. Vis. Comput. Graph.
Lu Ying, Yun Wang, Haotian Li, Shuguang Dou, Haidong Zhang, Xinyang Jiang, Huamin Qu, Yingcai Wu
2025 A* conf
Understanding Screenwriters' Practices, Attitudes, and Future Expectations in Human-AI Co-Creation.
CHI
Yuying Tang, Haotian Li, Minghe Lan, Xiaojuan Ma, Huamin Qu
2025 J jnl
Understanding Screenwriters' Practices, Attitudes, and Future Expectations in Human-AI Co-Creation.
CoRR
Yuying Tang, Haotian Li, Minghe Lan, Xiaojuan Ma, Huamin Qu
2025 J jnl
Why is AI Not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling.
IEEE Trans. Vis. Comput. Graph.
Haotian Li, Yun Wang, Q. Vera Liao, Huamin Qu
2025 A* conf
Xavier: Toward Better Coding Assistance in Authoring Tabular Data Wrangling Scripts.
CHI
Yunfan Zhou, Xiwen Cai, Qiming Shi, Yanwei Huang, Haotian Li, Huamin Qu, Di Weng, Yingcai Wu
2025 J jnl
Xavier: Toward Better Coding Assistance in Authoring Tabular Data Wrangling Scripts.
CoRR
Yunfan Zhou, Xiwen Cai, Qiming Shi, Yanwei Huang, Haotian Li, Huamin Qu, Di Weng, Yingcai Wu
2024 J jnl
AdaVis: Adaptive and Explainable Visualization Recommendation for Tabular Data.
IEEE Trans. Vis. Comput. Graph.
Songheng Zhang, Haotian Li, Huamin Qu, Yong Wang
2024 — conf
Constraint Representation Towards Precise Data-Driven Storytelling.
GEN4DS@VIS
Yu-Zhe Shi, Haotian Li, Lecheng Ruan, Huamin Qu
2024 J jnl
Constraint representation towards precise data-driven storytelling.
CoRR
Yu-Zhe Shi, Haotian Li, Lecheng Ruan, Huamin Qu
2024 J jnl
DMiner: Dashboard Design Mining and Recommendation.
IEEE Trans. Vis. Comput. Graph.
Yanna Lin, Haotian Li, Aoyu Wu, Yong Wang, Huamin Qu
2024 J jnl
Data Playwright: Authoring Data Videos with Annotated Narration.
CoRR
Leixian Shen, Haotian Li, Yun Wang, Tianqi Luo, Yuyu Luo, Huamin Qu
2024 — conf
From Data to Story: Towards Automatic Animated Data Video Creation with LLM-Based Multi-Agent Systems.
GEN4DS@VIS
Leixian Shen, Haotian Li, Yun Wang, Huamin Qu
2024 J jnl
From Data to Story: Towards Automatic Animated Data Video Creation with LLM-based Multi-Agent Systems.
CoRR
Leixian Shen, Haotian Li, Yun Wang, Huamin Qu
2024 A conf
Inferring Visualization Intent from Conversation.
CIKM
Haotian Li, Nithin Chalapathi, Huamin Qu, Alvin Cheung, Aditya G. Parameswaran
2024 J jnl
InkSight: Leveraging Sketch Interaction for Documenting Chart Findings in Computational Notebooks.
IEEE Trans. Vis. Comput. Graph.
Yanna Lin, Haotian Li, Leni Yang, Aoyu Wu, Huamin Qu
2024 J jnl
JailbreakHunter: A Visual Analytics Approach for Jailbreak Prompts Discovery from Large-Scale Human-LLM Conversational Datasets.
CoRR
Zhihua Jin, Shiyi Liu, Haotian Li, Xun Zhao, Huamin Qu
2024 J jnl
Narrative Player: Reviving Data Narratives with Visuals.
CoRR
Zekai Shao, Leixian Shen, Haotian Li, Yi Shan, Huamin Qu, Yun Wang, Siming Chen
2024 A* conf
OutlineSpark: Igniting AI-powered Presentation Slides Creation from Computational Notebooks through Outlines.
CHI
Fengjie Wang, Yanna Lin, Leni Yang, Haotian Li, Mingyang Gu, Min Zhu, Huamin Qu
2024 J jnl
OutlineSpark: Igniting AI-powered Presentation Slides Creation from Computational Notebooks through Outlines.
CoRR
Fengjie Wang, Yanna Lin, Leni Yang, Haotian Li, Mingyang Gu, Min Zhu, Huamin Qu
2024 J jnl
SPADE: Synthesizing Assertions for Large Language Model Pipelines.
CoRR
Shreya Shankar, Haotian Li, Parth Asawa, Madelon Hulsebos, Yiming Lin, J. D. Zamfirescu-Pereira, Harrison Chase, Will Fu-Hinthorn, Aditya G. Parameswaran, Eugene Wu
2024 J jnl
SPADE: Synthesizing Data Quality Assertions for Large Language Model Pipelines.
Proc. VLDB Endow.
Shreya Shankar, Haotian Li, Parth Asawa, Madelon Hulsebos, Yiming Lin, J. D. Zamfirscu-Pereira, Harrison Chase, Will Fu-Hinthorn, Aditya G. Parameswaran, Eugene Wu
2024 A* conf
Understanding Nonlinear Collaboration between Human and AI Agents: A Co-design Framework for Creative Design.
CHI
Jiayi Zhou, Renzhong Li, Junxiu Tang, Tan Tang, Haotian Li, Weiwei Cui, Yingcai Wu
2024 J jnl
Understanding Nonlinear Collaboration between Human and AI Agents: A Co-design Framework for Creative Design.
CoRR
Jiayi Zhou, Renzhong Li, Junxiu Tang, Tan Tang, Haotian Li, Weiwei Cui, Yingcai Wu
2024 A* conf
VAID: Indexing View Designs in Visual Analytics System.
CHI
Lu Ying, Aoyu Wu, Haotian Li, Zikun Deng, Ji Lan, Jiang Wu, Yong Wang, Huamin Qu, Dazhen Deng, Yingcai Wu
2024 A* conf
Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration.
CHI
Haotian Li, Yun Wang, Huamin Qu
2023 J jnl
AdaVis: Adaptive and Explainable Visualization Recommendation for Tabular Data.
CoRR
Songheng Zhang, Haotian Li, Huamin Qu, Yong Wang
2023 J jnl
InkSight: Leveraging Sketch Interaction for Documenting Chart Findings in Computational Notebooks.
CoRR
Yanna Lin, Haotian Li, Leni Yang, Aoyu Wu, Huamin Qu
2023 — conf
Knowledge Compass: A Question Answering System Guiding Students with Follow-Up Question Recommendations.
UIST (Adjunct Volume)
Rui Sheng, Leni Yang, Haotian Li, Yan Luo, Ziyang Xu, Zhilan Zhou, David Gotz, Huamin Qu
2023 A* conf
Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks.
CHI
Haotian Li, Lu Ying, Haidong Zhang, Yingcai Wu, Huamin Qu, Yun Wang
2023 J jnl
Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks.
CoRR
Haotian Li, Lu Ying, Haidong Zhang, Yingcai Wu, Huamin Qu, Yun Wang
2023 J jnl
Reviving Static Charts into Live Charts.
CoRR
Lu Ying, Yun Wang, Haotian Li, Shuguang Dou, Haidong Zhang, Xinyang Jiang, Huamin Qu, Yingcai Wu
2023 J jnl
Visualizing Spreadsheet Formula Graphs Compactly.
Proc. VLDB Endow.
Fanchao Chen, Dixin Tang, Haotian Li, Aditya G. Parameswaran
2023 J jnl
Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration.
CoRR
Haotian Li, Yun Wang, Huamin Qu
2023 J jnl
Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling.
CoRR
Haotian Li, Yun Wang, Q. Vera Liao, Huamin Qu
2022 B conf
BlockLens: Visual Analytics of Student Coding Behaviors in Block-Based Programming Environments.
L@S
Sean Tsung, Huan Wei, Haotian Li, Yong Wang, Meng Xia, Huamin Qu
2022 A* conf
ComputableViz: Mathematical Operators as a Formalism for Visualisation Processing and Analysis.
CHI
Aoyu Wu, Wai Tong, Haotian Li, Dominik Moritz, Yong Wang, Huamin Qu
2022 J jnl
ComputableViz: Mathematical Operators as a Formalism for Visualization Processing and Analysis.
CoRR
Aoyu Wu, Wai Tong, Haotian Li, Dominik Moritz, Yong Wang, Huamin Qu
2022 J jnl
DMiner: Dashboard Design Mining and Recommendation.
CoRR
Yanna Lin, Haotian Li, Aoyu Wu, Yong Wang, Huamin Qu
2022 J jnl
Deep Colormap Extraction From Visualizations.
IEEE Trans. Vis. Comput. Graph.
Linping Yuan, Wei Zeng, Siwei Fu, Zhiliang Zeng, Haotian Li, Chi-Wing Fu, Huamin Qu
2022 A conf
Designing a Data Visualization Dashboard for Pre-Screening Hong Kong Students with Specific Learning Disabilities.
ASSETS
Ka Yan Fung, Zikai Alex Wen, Haotian Li, Xingbo Wang, Shenghui Song, Huamin Qu
2022 J jnl
KB4VA: A Knowledge Base of Visualization Designs for Visual Analytics.
CoRR
Dazhen Deng, Aoyu Wu, Haotian Li, Ji Lan, Yong Wang, Huamin Qu, Yingcai Wu
2022 J jnl
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation.
IEEE Trans. Vis. Comput. Graph.
Haotian Li, Yong Wang, Songheng Zhang, Yangqiu Song, Huamin Qu
2022 — conf
Let Every Seat Be Perfect! A Case Study on Combining BIM and VR for Room Planning.
VR Workshops
Wai Tong, Haotian Li, Huan Wei, Liwenhan Xie, Yanna Lin, Huamin Qu
2022 A* conf
Structure-aware Visualization Retrieval.
CHI
Haotian Li, Yong Wang, Aoyu Wu, Huan Wei, Huamin Qu
2022 J jnl
Structure-aware Visualization Retrieval.
CoRR
Haotian Li, Yong Wang, Aoyu Wu, Huan Wei, Huamin Qu
2022 J jnl
Who Will Support My Project? Interactive Search of Potential Crowdfunding Investors Through InSearch.
CoRR
Songheng Zhang, Yong Wang, Haotian Li, Wanyu Zhang
2022 — conf
Who Will Support My Project? Interactive Search of Potential Crowdfunding Investors Through inSearch.
CHI Extended Abstracts
Songheng Zhang, Yong Wang, Haotian Li, Wanyu Zhang
2021 A* conf
A Visual Analytics Approach to Facilitate the Proctoring of Online Exams.
CHI
Haotian Li, Min Xu, Yong Wang, Huan Wei, Huamin Qu
2021 J jnl
A Visual Analytics Approach to Facilitate the Proctoring of Online Exams.
CoRR
Haotian Li, Min Xu, Yong Wang, Huan Wei, Huamin Qu
2021 J jnl
Deep Colormap Extraction from Visualizations.
CoRR
Linping Yuan, Wei Zeng, Siwei Fu, Zhiliang Zeng, Haotian Li, Chi-Wing Fu, Huamin Qu
2021 J jnl
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation.
CoRR
Haotian Li, Yong Wang, Songheng Zhang, Yangqiu Song, Huamin Qu
2021 J jnl
Topology Density Map for Urban Data Visualization and Analysis.
IEEE Trans. Vis. Comput. Graph.
Zezheng Feng, Haotian Li, Wei Zeng, Shuang-Hua Yang, Huamin Qu
2020 A conf
Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network.
CIKM
Haotian Li, Huan Wei, Yong Wang, Yangqiu Song, Huamin Qu
2020 J jnl
Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network.
CoRR
Haotian Li, Huan Wei, Yong Wang, Yangqiu Song, Huamin Qu
2020 J jnl
Predicting Student Performance in Interactive Online Question Pools Using Mouse Interaction Features.
CoRR
Huan Wei, Haotian Li, Meng Xia, Yong Wang, Huamin Qu
2020 A conf
Predicting student performance in interactive online question pools using mouse interaction features.
LAK
Huan Wei, Haotian Li, Meng Xia, Yong Wang, Huamin Qu
2020 J jnl
Topology Density Map for Urban Data Visualization and Analysis.
CoRR
Zezheng Feng, Haotian Li, Wei Zeng, Shuang-Hua Yang, Huamin Qu
2020 — conf
TradAO: A Visual Analytics System for Trading Algorithm Optimization.
IEEE VIS (Short Papers)
Ka Wing Tsang, Haotian Li, Fuk Ming Lam, Yifan Mu, Yong Wang, Huamin Qu
2020 J jnl
TradAO: A Visual Analytics System for Trading Algorithm Optimization.
CoRR
Ka Wing Tsang, Haotian Li, Fuk Ming Lam, Yifan Mu, Yong Wang, Huamin Qu
2017 — conf
PreserVis, a Visual Analytic System for Traffic and Pollution Patterns - Multi-Challenge Award for Compelling Synthesis of Information.
VAST
Qiao Gu, Hang Yin, Lian Chen, Haotian Li, Chengzhong Liu, Xuanwu Yue, Huamin Qu