HL
Haotian Li
cs.HCcs.AIComputer Graphicscs.CLcs.CYcs.LGArtificial IntelligenceBroadcast and Video StudiesCommunicationCommunication Technology and New Media
On Valency
published · living versionsW_p8cd8pn6·v1 · currentpublished
A Battery for AI Propensity Measurement: Rubrics, Synthetic Item Banks, and Annotations
with Peter Romero, Hugo Save, Luning Sun, Zachary R. Tidler +6
1 version
Preprints & journals
48 papers in the corpus · 2020–2026AI Systems for Filmmaking: A Survey of HCI Research from a Labor-Centered Perspectivexjw6s_v1 · YUYING TANG, Lin Gao, Haotian Li et al.2026 · 0 citationsSocArXiv
Live Artifacts: Authoring Dynamic Media via Live Layers Encapsulating Generative Specifications2608.20880v1 · Leixian Shen, Haotian Li, Hugo Romat et al.2026 · 0 citationsarXiv
Informal Learning Emerges in Everyday Human-LLM Interaction2607.17643v2 · Zixin Chen, Haotian Li, Ziang Xiao et al.2026 · 0 citationsarXiv
Multi-agent AI systems outperform human teams in creativity2605.17885v1 · Tiancheng Hu, Yixuan Jiang, Haotian Li et al.2026 · 0 citationsarXiv
Does Theory of Mind Improvement Really Benefit Human-AI Interactions? Empirical Findings from Interactive Evaluations2605.15205v1 · Nanxu Gong, Zixin Chen, Haotian Li et al.2026 · 0 citationsarXiv
Figures as Interfaces: Toward LLM-Native Artifacts for Scientific Discovery2604.08491v3 · Yifang Wang, Rui Sheng, Erzhuo Shao et al.2026 · 1 citationarXiv
Social-R1: Towards Human-like Social Reasoning in LLMs2603.09249v1 · Jincenzi Wu, Yuxuan Lei, Jianxun Lian et al.2026 · 0 citationsarXiv
From Passive Consumption to Active Interaction: Exploring Interactive LLM Scaffolding to Support Learning Engagement2603.07277v1 · Zixin Chen, Haotian Li, Zhe Liu et al.2026 · 0 citationsExtended Abstracts of the ACM CHI Conference on Human Factors in Computing Systems 2026
StoryLensEdu: Personalized Learning Report Generation through Narrative-Driven Multi-Agent Systems2602.17067v1 · Leixian Shen, Yan Luo, Rui Sheng et al.2026 · 1 citationarXiv
To Think or Not To Think, That is The Question for Large Reasoning Models in Theory of Mind Tasks2602.10625v3 · Nanxu Gong, Haotian Li, Sixun Dong et al.2026 · 0 citationsarXiv
How Do Human Creators Embrace Human-AI Co-Creation? A Perspective on Human Agency of Screenwriters2602.06327v1 · Yuying Tang, Jiayi Zhou, Haotian Li et al.2026 · 6 citationsarXiv
DuoDrama: Supporting Screenplay Refinement Through LLM-Assisted Human Reflection2602.05854v1 · Yuying Tang, Xinyi Chen, Haotian Li et al.2026 · 3 citationsarXiv
Interaction-Augmented Instruction: Modeling the Synergy of Prompts and Interactions in Human-GenAI Collaboration2510.26069v3 · Leixian Shen, Yifang Wang, Huamin Qu et al.2025 · 3 citationsarXiv
Narrative Player: Reviving Data Narratives With Visuals.40030890 · Shao, Zekai, Shen, Leixian, Li, Haotian et al.2025 · 15 citationsIEEE transactions on visualization and computer graphics. 2025;31(10):6781-6795
Why is AI Not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling.40095816 · Li, Haotian, Wang, Yun, Liao, Q Vera et al.2025 · 25 citationsIEEE transactions on visualization and computer graphics. 2025;31(10):7598-7613
JailbreakHunter: A Visual Analytics Approach for Jailbreak Prompts Discovery From Large-Scale Human-LLM Conversational Datasets.40215145 · Jin, Zhihua, Liu, Shiyi, Li, Haotian et al.2025 · 4 citationsIEEE transactions on visualization and computer graphics. 2025;31(10):7923-7937
Data Playwright: Authoring Data Videos With Annotated Narration.39412972 · Shen, Leixian, Li, Haotian, Wang, Yun et al.2025 · 21 citationsIEEE transactions on visualization and computer graphics. 2025;31(9):5884-5897
Reviving Static Charts Into Live Charts.38743554 · Ying, Lu, Wang, Yun, Li, Haotian et al.2025 · 19 citationsIEEE transactions on visualization and computer graphics. 2025;31(8):4314-4328
How Does Empirical Research Facilitate Creation Tool Design? A Data Video Perspective2507.15244v1 · Leixian Shen, Leni Yang, Haotian Li et al.2025 · 1 citationarXiv
Reflection on Data Storytelling Tools in the Generative AI Era from the Human-AI Collaboration Perspective2503.02631v2 · Haotian Li, Yun Wang, Huamin Qu2025 · 4 citationsarXiv
Xavier: Toward Better Coding Assistance in Authoring Tabular Data Wrangling Scripts2503.02639v1 · Yunfan Zhou, Xiwen Cai, Qiming Shi et al.2025 · 4 citationsarXiv
Prompting Generative AI with Interaction-Augmented Instructions2503.02874v1 · Leixian Shen, Haotian Li, Yifang Wang et al.2025 · 19 citationsarXiv
InterLink: Linking Text with Code and Output in Computational Notebooks2502.16114v1 · Yanna Lin, Leni Yang, Haotian Li et al.2025 · 5 citationsarXiv
Understanding Screenwriters' Practices, Attitudes, and Future Expectations in Human-AI Co-Creation2502.16153v1 · Yuying Tang, Haotian Li, Minghe Lan et al.2025 · 18 citationsarXiv
Reflecting on Design Paradigms of Animated Data Video Tools2502.04801v1 · Leixian Shen, Haotian Li, Yun Wang et al.2025 · 10 citationsarXiv
Composing Data Stories with Meta Relations2501.03603v1 · Haotian Li, Lu Ying, Leixian Shen et al.2025 · 0 citationsarXiv
Constraint representation towards precise data-driven storytelling2410.07535v1 · Yu-Zhe Shi, Haotian Li, Lecheng Ruan et al.2024 · 4 citationsarXiv
From Data to Story: Towards Automatic Animated Data Video Creation with LLM-based Multi-Agent Systems2408.03876v1 · Leixian Shen, Haotian Li, Yun Wang et al.2024 · 25 citationsarXiv
AdaVis: Adaptive and Explainable Visualization Recommendation for Tabular Data.37721882 · Zhang, Songheng, Li, Haotian, Qu, Huamin et al.2024 · 28 citationsIEEE transactions on visualization and computer graphics. 2024;30(9):5923-5938
DMiner: Dashboard Design Mining and Recommendation.37028006 · Lin, Yanna, Li, Haotian, Wu, Aoyu et al.2024 · 29 citationsIEEE transactions on visualization and computer graphics. 2024;30(7):4108-4121
OutlineSpark: Igniting AI-powered Presentation Slides Creation from Computational Notebooks through Outlines2403.09121v1 · Fengjie Wang, Yanna Lin, Leni Yang et al.2024 · 20 citationsarXiv
Understanding Nonlinear Collaboration between Human and AI Agents: A Co-design Framework for Creative Design2401.07312v4 · Jiayi Zhou, Renzhong Li, Junxiu Tang et al.2024 · 107 citationsarXiv
SPADE: Synthesizing Data Quality Assertions for Large Language Model Pipelines2401.03038v2 · Shreya Shankar, Haotian Li, Parth Asawa et al.2024 · 26 citationsarXiv
InkSight: Leveraging Sketch Interaction for Documenting Chart Findings in Computational Notebooks.37878446 · Lin, Yanna, Li, Haotian, Yang, Leni et al.2023 · 40 citationsIEEE transactions on visualization and computer graphics. 2024;30(1):944-954
Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration2309.15723v2 · Haotian Li, Yun Wang, Huamin Qu2023 · 76 citationsarXiv
Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks2303.04059v1 · Haotian Li, Lu Ying, Haidong Zhang et al.2023 · 38 citationsarXiv
VAID: Indexing View Designs in Visual Analytics System2211.02567v2 · Lu Ying, Aoyu Wu, Haotian Li et al.2022 · 11 citationsarXiv
Deep Colormap Extraction From Visualizations.33819157 · Yuan, Lin-Ping, Zeng, Wei, Fu, Siwei et al.2022 · 31 citationsIEEE transactions on visualization and computer graphics. 2022;28(12):4048-4060
Who Will Support My Project? Interactive Search of Potential Crowdfunding Investors Through InSearch2205.02041v2 · Songheng Zhang, Yong Wang, Haotian Li et al.2022 · 1 citationCHI EA 2022
ComputableViz: Mathematical Operators as a Formalism for Visualization Processing and Analysis2204.00856v1 · Aoyu Wu, Wai Tong, Haotian Li et al.2022 · 7 citationsarXiv
Structure-aware Visualization Retrieval2202.05960v1 · Haotian Li, Yong Wang, Aoyu Wu et al.2022 · 33 citationsarXiv
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation.34587080 · Li, Haotian, Wang, Yong, Zhang, Songheng et al.2021 · 117 citationsIEEE transactions on visualization and computer graphics. 2022;28(1):195-205
Interactive Probing of Multivariate Time Series Prediction Models: A Case of Freight Rate Analysis2109.10869v1 · Haonan Xu, Haotian Li, Yong Wang2021 · 0 citationsarXiv
Topology Density Map for Urban Data Visualization and Analysis.33048749 · Feng, Zezheng, Li, Haotian, Zeng, Wei et al.2021 · 49 citationsIEEE transactions on visualization and computer graphics. 2021;27(2):828-838
A Visual Analytics Approach to Facilitate the Proctoring of Online Exams2101.07990v1 · Haotian Li, Min Xu, Yong Wang et al.2021 · 87 citationsarXiv
TradAO: A Visual Analytics System for Trading Algorithm Optimization2008.11319v1 · Ka Wing Tsang, Haotian Li, Fuk Ming Lam et al.2020 · 6 citationsarXiv
Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network2008.01613v2 · Haotian Li, Huan Wei, Yong Wang et al.2020 · 40 citationsarXiv
Predicting Student Performance in Interactive Online Question Pools Using Mouse Interaction Features2001.03012v1 · Huan Wei, Haotian Li, Meng Xia et al.2020 · 30 citationsarXiv
Career total: 67 works. 48 are in this corpus.
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