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Haotian Li 0001
Person information
- affiliation: Hong Kong University of Science and Technology, Hong Kong
Other persons with the same name
- Haotian Li — disambiguation page
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2020 – today
- 2025
- [i27]Haotian Li, Lu Ying, Leixian Shen, Yun Wang, Yingcai Wu, Huamin Qu:
Composing Data Stories with Meta Relations. CoRR abs/2501.03603 (2025) - 2024
- [j8]Shreya Shankar, Haotian Li, Parth Asawa, Madelon Hulsebos, Yiming Lin, J. D. Zamfirscu-Pereira, Harrison Chase, Will Fu-Hinthorn, Aditya G. Parameswaran, Eugene Wu:
SPADE: Synthesizing Data Quality Assertions for Large Language Model Pipelines. Proc. VLDB Endow. 17(12): 4173-4186 (2024) - [j7]Yanna Lin
, Haotian Li
, Leni Yang
, Aoyu Wu, Huamin Qu
:
InkSight: Leveraging Sketch Interaction for Documenting Chart Findings in Computational Notebooks. IEEE Trans. Vis. Comput. Graph. 30(1): 944-954 (2024) - [j6]Yanna Lin
, Haotian Li
, Aoyu Wu
, Yong Wang
, Huamin Qu
:
DMiner: Dashboard Design Mining and Recommendation. IEEE Trans. Vis. Comput. Graph. 30(7): 4108-4121 (2024) - [j5]Songheng Zhang
, Haotian Li
, Huamin Qu
, Yong Wang
:
AdaVis: Adaptive and Explainable Visualization Recommendation for Tabular Data. IEEE Trans. Vis. Comput. Graph. 30(9): 5923-5938 (2024) - [c20]Fengjie Wang
, Yanna Lin
, Leni Yang
, Haotian Li
, Mingyang Gu
, Min Zhu
, Huamin Qu
:
OutlineSpark: Igniting AI-powered Presentation Slides Creation from Computational Notebooks through Outlines. CHI 2024: 159:1-159:16 - [c19]Jiayi Zhou
, Renzhong Li
, Junxiu Tang
, Tan Tang
, Haotian Li
, Weiwei Cui
, Yingcai Wu
:
Understanding Nonlinear Collaboration between Human and AI Agents: A Co-design Framework for Creative Design. CHI 2024: 170:1-170:16 - [c18]Lu Ying
, Aoyu Wu
, Haotian Li
, Zikun Deng
, Ji Lan
, Jiang Wu
, Yong Wang
, Huamin Qu
, Dazhen Deng
, Yingcai Wu
:
VAID: Indexing View Designs in Visual Analytics System. CHI 2024: 198:1-198:15 - [c17]Haotian Li
, Yun Wang
, Huamin Qu
:
Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration. CHI 2024: 845:1-845:19 - [c16]Haotian Li
, Nithin Chalapathi
, Huamin Qu
, Alvin Cheung
, Aditya G. Parameswaran
:
Inferring Visualization Intent from Conversation. CIKM 2024: 1184-1194 - [c15]Yu-Zhe Shi, Haotian Li, Lecheng Ruan, Huamin Qu:
Constraint Representation Towards Precise Data-Driven Storytelling. GEN4DS@VIS 2024: 4-12 - [c14]Leixian Shen, Haotian Li, Yun Wang, Huamin Qu:
From Data to Story: Towards Automatic Animated Data Video Creation with LLM-Based Multi-Agent Systems. GEN4DS@VIS 2024: 20-27 - [i26]Shreya Shankar, Haotian Li, Parth Asawa, Madelon Hulsebos, Yiming Lin, J. D. Zamfirescu-Pereira, Harrison Chase, Will Fu-Hinthorn, Aditya G. Parameswaran, Eugene Wu:
SPADE: Synthesizing Assertions for Large Language Model Pipelines. CoRR abs/2401.03038 (2024) - [i25]Jiayi Zhou, Renzhong Li, Junxiu Tang, Tan Tang, Haotian Li, Weiwei Cui, Yingcai Wu:
Understanding Nonlinear Collaboration between Human and AI Agents: A Co-design Framework for Creative Design. CoRR abs/2401.07312 (2024) - [i24]Fengjie Wang, Yanna Lin, Leni Yang, Haotian Li, Mingyang Gu, Min Zhu, Huamin Qu:
OutlineSpark: Igniting AI-powered Presentation Slides Creation from Computational Notebooks through Outlines. CoRR abs/2403.09121 (2024) - [i23]Zhihua Jin, Shiyi Liu, Haotian Li, Xun Zhao, Huamin Qu:
JailbreakHunter: A Visual Analytics Approach for Jailbreak Prompts Discovery from Large-Scale Human-LLM Conversational Datasets. CoRR abs/2407.03045 (2024) - [i22]Leixian Shen, Haotian Li, Yun Wang, Huamin Qu:
From Data to Story: Towards Automatic Animated Data Video Creation with LLM-based Multi-Agent Systems. CoRR abs/2408.03876 (2024) - [i21]Leixian Shen, Haotian Li, Yun Wang, Tianqi Luo, Yuyu Luo, Huamin Qu:
Data Playwright: Authoring Data Videos with Annotated Narration. CoRR abs/2410.03093 (2024) - [i20]Zekai Shao, Leixian Shen, Haotian Li, Yi Shan, Huamin Qu, Yun Wang, Siming Chen:
Narrative Player: Reviving Data Narratives with Visuals. CoRR abs/2410.03268 (2024) - [i19]Yu-Zhe Shi, Haotian Li, Lecheng Ruan, Huamin Qu:
Constraint representation towards precise data-driven storytelling. CoRR abs/2410.07535 (2024) - 2023
- [j4]Fanchao Chen, Dixin Tang, Haotian Li, Aditya G. Parameswaran:
Visualizing Spreadsheet Formula Graphs Compactly. Proc. VLDB Endow. 16(12): 4030-4033 (2023) - [c13]Haotian Li
, Lu Ying
, Haidong Zhang
, Yingcai Wu
, Huamin Qu
, Yun Wang
:
Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks. CHI 2023: 173:1-173:16 - [c12]Rui Sheng
, Leni Yang
, Haotian Li
, Yan Luo
, Ziyang Xu
, Zhilan Zhou
, David Gotz
, Huamin Qu
:
Knowledge Compass: A Question Answering System Guiding Students with Follow-Up Question Recommendations. UIST (Adjunct Volume) 2023: 65:1-65:4 - [i18]Haotian Li, Lu Ying, Haidong Zhang, Yingcai Wu, Huamin Qu, Yun Wang:
Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks. CoRR abs/2303.04059 (2023) - [i17]Haotian Li, Yun Wang, Q. Vera Liao, Huamin Qu:
Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling. CoRR abs/2304.08366 (2023) - [i16]Yanna Lin, Haotian Li, Leni Yang, Aoyu Wu, Huamin Qu:
InkSight: Leveraging Sketch Interaction for Documenting Chart Findings in Computational Notebooks. CoRR abs/2307.07922 (2023) - [i15]Lu Ying, Yun Wang, Haotian Li, Shuguang Dou
, Haidong Zhang, Xinyang Jiang, Huamin Qu, Yingcai Wu:
Reviving Static Charts into Live Charts. CoRR abs/2309.02967 (2023) - [i14]Haotian Li, Yun Wang, Huamin Qu:
Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration. CoRR abs/2309.15723 (2023) - [i13]Songheng Zhang, Haotian Li, Huamin Qu, Yong Wang:
AdaVis: Adaptive and Explainable Visualization Recommendation for Tabular Data. CoRR abs/2310.11742 (2023) - 2022
- [j3]Haotian Li
, Yong Wang, Songheng Zhang, Yangqiu Song, Huamin Qu:
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation. IEEE Trans. Vis. Comput. Graph. 28(1): 195-205 (2022) - [j2]Linping Yuan
, Wei Zeng
, Siwei Fu
, Zhiliang Zeng
, Haotian Li
, Chi-Wing Fu
, Huamin Qu:
Deep Colormap Extraction From Visualizations. IEEE Trans. Vis. Comput. Graph. 28(12): 4048-4060 (2022) - [c11]Ka Yan Fung
, Zikai Alex Wen
, Haotian Li, Xingbo Wang, Shenghui Song, Huamin Qu:
Designing a Data Visualization Dashboard for Pre-Screening Hong Kong Students with Specific Learning Disabilities. ASSETS 2022: 51:1-51:5 - [c10]Haotian Li
, Yong Wang, Aoyu Wu, Huan Wei, Huamin Qu:
Structure-aware Visualization Retrieval. CHI 2022: 409:1-409:14 - [c9]Aoyu Wu, Wai Tong, Haotian Li
, Dominik Moritz, Yong Wang, Huamin Qu:
ComputableViz: Mathematical Operators as a Formalism for Visualisation Processing and Analysis. CHI 2022: 410:1-410:15 - [c8]Songheng Zhang, Yong Wang, Haotian Li
, Wanyu Zhang:
Who Will Support My Project? Interactive Search of Potential Crowdfunding Investors Through inSearch. CHI Extended Abstracts 2022: 459:1-459:6 - [c7]Sean Tsung
, Huan Wei, Haotian Li
, Yong Wang, Meng Xia
, Huamin Qu:
BlockLens: Visual Analytics of Student Coding Behaviors in Block-Based Programming Environments. L@S 2022: 299-303 - [c6]Wai Tong
, Haotian Li
, Huan Wei, Liwenhan Xie, Yanna Lin
, Huamin Qu:
Let Every Seat Be Perfect! A Case Study on Combining BIM and VR for Room Planning. VR Workshops 2022: 776-777 - [i12]Haotian Li, Yong Wang, Aoyu Wu, Huan Wei, Huamin Qu:
Structure-aware Visualization Retrieval. CoRR abs/2202.05960 (2022) - [i11]Aoyu Wu, Wai Tong, Haotian Li, Dominik Moritz, Yong Wang, Huamin Qu:
ComputableViz: Mathematical Operators as a Formalism for Visualization Processing and Analysis. CoRR abs/2204.00856 (2022) - [i10]Songheng Zhang, Yong Wang, Haotian Li, Wanyu Zhang:
Who Will Support My Project? Interactive Search of Potential Crowdfunding Investors Through InSearch. CoRR abs/2205.02041 (2022) - [i9]Yanna Lin, Haotian Li, Aoyu Wu, Yong Wang, Huamin Qu:
DMiner: Dashboard Design Mining and Recommendation. CoRR abs/2209.01599 (2022) - [i8]Dazhen Deng, Aoyu Wu, Haotian Li, Ji Lan, Yong Wang, Huamin Qu, Yingcai Wu:
KB4VA: A Knowledge Base of Visualization Designs for Visual Analytics. CoRR abs/2211.02567 (2022) - 2021
- [j1]Zezheng Feng
, Haotian Li
, Wei Zeng
, Shuang-Hua Yang, Huamin Qu:
Topology Density Map for Urban Data Visualization and Analysis. IEEE Trans. Vis. Comput. Graph. 27(2): 828-838 (2021) - [c5]Haotian Li
, Min Xu, Yong Wang, Huan Wei, Huamin Qu:
A Visual Analytics Approach to Facilitate the Proctoring of Online Exams. CHI 2021: 682:1-682:17 - [i7]Haotian Li, Min Xu, Yong Wang, Huan Wei, Huamin Qu:
A Visual Analytics Approach to Facilitate the Proctoring of Online Exams. CoRR abs/2101.07990 (2021) - [i6]Linping Yuan, Wei Zeng, Siwei Fu, Zhiliang Zeng, Haotian Li, Chi-Wing Fu, Huamin Qu:
Deep Colormap Extraction from Visualizations. CoRR abs/2103.00741 (2021) - [i5]Haotian Li, Yong Wang, Songheng Zhang, Yangqiu Song, Huamin Qu:
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation. CoRR abs/2107.12548 (2021) - 2020
- [c4]Haotian Li
, Huan Wei, Yong Wang, Yangqiu Song, Huamin Qu:
Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network. CIKM 2020: 2589-2596 - [c3]Huan Wei, Haotian Li
, Meng Xia
, Yong Wang, Huamin Qu:
Predicting student performance in interactive online question pools using mouse interaction features. LAK 2020: 645-654 - [c2]Ka Wing Tsang
, Haotian Li
, Fuk Ming Lam, Yifan Mu, Yong Wang, Huamin Qu:
TradAO: A Visual Analytics System for Trading Algorithm Optimization. IEEE VIS (Short Papers) 2020: 61-65 - [i4]Huan Wei, Haotian Li, Meng Xia, Yong Wang, Huamin Qu:
Predicting Student Performance in Interactive Online Question Pools Using Mouse Interaction Features. CoRR abs/2001.03012 (2020) - [i3]Zezheng Feng, Haotian Li
, Wei Zeng, Shuang-Hua Yang, Huamin Qu:
Topology Density Map for Urban Data Visualization and Analysis. CoRR abs/2007.15828 (2020) - [i2]Haotian Li
, Huan Wei, Yong Wang, Yangqiu Song, Huamin Qu:
Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network. CoRR abs/2008.01613 (2020) - [i1]Ka Wing Tsang
, Haotian Li
, Fuk Ming Lam, Yifan Mu, Yong Wang, Huamin Qu:
TradAO: A Visual Analytics System for Trading Algorithm Optimization. CoRR abs/2008.11319 (2020)
2010 – 2019
- 2017
- [c1]Qiao Gu, Hang Yin, Lian Chen, Haotian Li
, Chengzhong Liu
, Xuanwu Yue, Huamin Qu:
PreserVis, a Visual Analytic System for Traffic and Pollution Patterns - Multi-Challenge Award for Compelling Synthesis of Information. VAST 2017: 183-184
Coauthor Index
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