Huamin Qu

1. AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization
   2021/02/02 by Aoyu Wu, Yun Wang, Wu, Aoyu +13 · 11 citations
   Computer Science · #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Video Analysis and Summarization
2. RuleMatrix: Visualizing and Understanding Classifiers with Rules
   2018/07/17 by Yao Ming, Ming, Yao, Huamin Qu +3 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
3. Misinformed by Visualization: What Do We Learn From Misinformative Visualizations?
   2022/06/01 by Leo Yu‐Ho Lo, Ayush Gupta, Kento Shigyo +3 · 8 citations
   Computer Science · Social Sciences · #Anomaly Detection Techniques and Applications #Data Visualization and Analytics #Misinformation and Its Impacts
4. Misinformed by Visualization: What Do We Learn From Misinformative Visualizations?
   2022/04/20 by Leo Yu‐Ho Lo, Lo, Leo Yu-Ho, Ayush Gupta +9 · 7 citations
   Computer Science · Social Sciences · #Anomaly Detection Techniques and Applications #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Misinformation and Its Impacts
5. MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation
   2021/07/16 by Aoyu Wu, Wu, Aoyu, Yun Wang +11 · 6 citations
   Computer Science · Decision Sciences · #Data Visualization and Analytics #Scientific Computing and Data Management #Time Series Analysis and Forecasting
6. DeepDrawing: A Deep Learning Approach to Graph Drawing
   2019/07/17 by Yong Wang, Zhihua Jin, Wang, Yong +9 · 5 citations
   Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Topological and Geometric Data Analysis
7. Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration
   2023/09/27 by Haotian Li, Yun Wang, Li, Haotian +3 · 9 citations
   Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Persona Design and Applications
8. GNNLens: A Visual Analytics Approach for Prediction Error Diagnosis of Graph Neural Networks
   2020/11/22 by Zhihua Jin, Jin, Zhihua, Yong Wang +9 · 5 citations
   Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Topological and Geometric Data Analysis #Visual Attention and Saliency Detection
9. InfoColorizer: Interactive Recommendation of Color Palettes for Infographics
   2021/02/03 by Lin-Ping Yuan, Ziqi Zhou, Yuan, Lin-Ping +9 · 4 citations
   Computer Science · Physics and Astronomy · Psychology · #Color Science and Applications #Color perception and design #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
10. Towards an Understanding of Distributed Asymmetric Collaborative Visualization on Problem-solving
    2023/02/03 by Wai Tong, Meng Xia, Tong, Wai +10 · 5 citations
    Computer Science · Psychology · #Data Visualization and Analytics #Virtual Reality Applications and Impacts #Team Dynamics and Performance
11. In Defence of Visual Analytics Systems: Replies to Critics
    2022/01/24 by Aoyu Wu, Wu, Aoyu, Dazhen Deng +9 · 4 citations
    Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC)
12. From Data to Story: Towards Automatic Animated Data Video Creation with LLM-based Multi-Agent Systems
    2024/08/07 by Leixian Shen, Haotian Li, Shen, Leixian +5 · 8 citations
    Engineering · Computer Science · #Human Motion and Animation #Semantic Web and Ontologies #Artificial Intelligence in Games
13. StuGPTViz: A Visual Analytics Approach to Understand Student-ChatGPT Interactions
    2024/07/17 by Zixin Chen, Jiachen Wang, Chen, Zixin +11 · 7 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Online Learning and Analytics
14. Understanding Hidden Memories of Recurrent Neural Networks
    2017/10/30 by Yao Ming, Ming, Yao, Shaozu Cao +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
15. PyGWalker: On-the-fly Assistant for Exploratory Visual Data Analysis
    2024/06/17 by Yue Yu, Leixian Shen, Fei Long +2 · 1 voice · 1 citation
    Computer Science · #Data Visualization and Analytics #Video Analysis and Summarization #cs.HC
16. AniDoc: Animation Creation Made Easier
    2024/12/18 by Yihao Meng, Meng, Yihao, Hao Ouyang +15 · 8 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation
17. Memory Reviver: Supporting Photo-Collection Reminiscence for People with Visual Impairment via a Proactive Chatbot
    2025/01/26 by Shuchang Xu, Chang Chen, Xu, Shuchang +11 · 8 citations
    Social Sciences · Computer Science · #Technology Use by Older Adults #AI in Service Interactions
18. DashBot: Insight-Driven Dashboard Generation Based on Deep Reinforcement Learning
    2022/08/02 by Dazhen Deng, Deng, Dazhen, Aoyu Wu +5 · 3 citations
    Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
19. Why Change My Design: Explaining Poorly Constructed Visualization Designs with Explorable Explanations
    2023/09/04 by Leo Yu‐Ho Lo, Yifan Cao, Lo, Leo Yu-Ho +5 · 3 citations
    Computer Science · Environmental Science · #Data Visualization and Analytics #Species Distribution and Climate Change #Data Analysis with R
20. Save It for the "Hot" Day: An LLM-Empowered Visual Analytics System for Heat Risk Management
    2024/06/05 by Haobo Li, Wong Kam-Kwai, Li, Haobo +15 · 4 citations
    Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimedia (cs.MM)
21. Exploring the Opportunity of Augmented Reality (AR) in Supporting Older Adults Explore and Learn Smartphone Applications
    2024/02/07 by Xiaofu Jin, Wai Tong, Jin, Xiaofu +13 · 3 citations
    Social Sciences · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Migration, Aging, and Tourism Studies #Technology Use by Older Adults
22. Exploring the Design Space of Immersive Urban Analytics
    2017/09/26 by Yifang Wang, Zhu-Tian, Chen, Wang, Yifang +12 · 1 citation
    Computer Science · #Augmented Reality Applications #Data Visualization and Analytics #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Virtual Reality Applications and Impacts
23. Learning Vis Tools: Teaching Data Visualization Tutorials
    2019/07/20 by Leo Yu‐Ho Lo, Lo, Leo Yu-Ho, Yao Ming +3 · 1 citation
    Computer Science · #Computational Physics and Python Applications #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
24. CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems
    2019/07/30 by Ke Xu, Xu, Ke, Yun Wang +15 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Time Series Analysis and Forecasting
25. TaxThemis: Interactive Mining and Exploration of Suspicious Tax Evasion Group
    2020/09/07 by Yating Lin, Lin, Yating, Wong, Kamkwai +10 · 1 citation
    Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Image and Video Quality Assessment
26. QLens: Visual Analytics of Multi-step Problem-solving Behaviors for Improving Question Design
    2020/09/27 by Meng Xia, Xia, Meng, Reshika Palaniyappan Velumani +7 · 1 citation
    Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
27. Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison
    2021/01/11 by Aoyu Wu, Wu, Aoyu, Liwenhan Xie +9 · 1 citation
    Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Mobile Crowdsensing and Crowdsourcing #Music and Audio Processing
28. HoloCine: Holistic Generation of Cinematic Multi-Shot Long Video Narratives
    2025/10/23 by Yihao Meng, Hao Ouyang, Meng, Yihao +21 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
29. Deep Colormap Extraction from Visualizations
    2021/03/01 by Lin-Ping Yuan, Yuan, Lin-Ping, Wei Zeng +11 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Image Enhancement Techniques #Image Retrieval and Classification Techniques
30. Data Playwright: Authoring Data Videos with Annotated Narration
    2024/10/04 by Leixian Shen, Shen, Leixian, Haotian Li +9 · 5 citations
    Computer Science · Decision Sciences · #Big Data Technologies and Applications #Data Analysis with R #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
31. Reflecting on Design Paradigms of Animated Data Video Tools
    2025/02/07 by Leixian Shen, Haotian Li, Shen, Leixian +5 · 6 citations
    Social Sciences · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimedia Communication and Technology
32. NumGPT: Improving Numeracy Ability of Generative Pre-trained Models
    2021/09/07 by Zhihua Jin, Jin, Zhihua, Xin Jiang +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
33. Understanding Screenwriters' Practices, Attitudes, and Future Expectations in Human-AI Co-Creation
    2025/02/22 by Yuying Tang, Tang, Yuying, Haotian Li +7 · 4 citations
    Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
34. OutlineSpark: Igniting AI-powered Presentation Slides Creation from Computational Notebooks through Outlines
    2024/03/14 by Fengjie Wang, Wang, Fengjie, Yanna Lin +11 · 2 citations
    Psychology · #Educational Games and Gamification #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
35. CohortVA: A Visual Analytic System for Interactive Exploration of Cohorts based on Historical Data
    2022/08/19 by Wei Zhang, Jason Wong, Zhang, Wei +19 · 1 citation
    Social Sciences · Computer Science · #Computational and Text Analysis Methods #Video Analysis and Summarization #Human Pose and Action Recognition
36. Exploring Interactions with Printed Data Visualizations in Augmented Reality
    2022/08/22 by Wai Tong, Tong, Wai, Zhutian Chen +11 · 1 citation
    Computer Science · #Augmented Reality Applications #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Innovative Human-Technology Interaction #Interactive and Immersive Displays
37. Evaluating Layout Dimensionalities in PC+VR Asymmetric Collaborative Decision Making
    2024/08/09 by Daniel Enriquez, Wai Tong, Enriquez, Daniel +7 · 2 citations
    Business, Management and Accounting · Computer Science · Engineering · #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Manufacturing Process and Optimization #Product Development and Customization #Virtual Reality Applications and Impacts
38. Improving Engagement of Animated Visualization with Visual Foreshadowing
    2020/09/08 by Wenchao Li, Li, Wenchao, Yun Wang +5 · 1 citation
    Computer Science · Social Sciences · #Data Visualization and Analytics #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Multimedia Communication and Technology #Video Analysis and Summarization
39. Exploring Spatial Hybrid User Interface for Visual Sensemaking
    2025/02/02 by Wai Tong, Heng Li, Tong, Wai +11 · 3 citations
    Engineering · Social Sciences · #FOS: Computer and information sciences #Geographic Information Systems Studies #Human-Computer Interaction (cs.HC) #Spatial Cognition and Navigation
40. Constraint representation towards precise data-driven storytelling
    2024/10/10 by Yu-Zhe Shi, Shi, Yu-Zhe, Haotian Li +5 · 3 citations
    Computer Science · #Artificial Intelligence in Games #Video Analysis and Summarization #Natural Language Processing Techniques
41. Is It the End? Guidelines for Cinematic Endings in Data Videos
    2023/03/25 by Xian Xu, Xu, Xian, Aoyu Wu +11 · 1 citation
    Arts and Humanities · Computer Science · #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Media Influence and Health
42. JailbreakHunter: A Visual Analytics Approach for Jailbreak Prompts Discovery from Large-Scale Human-LLM Conversational Datasets
    2024/07/03 by Zhihua Jin, Shiyi Liu, Jin, Zhihua +7 · 1 citation
    Social Sciences · Computer Science · #Crime Patterns and Interventions #Digital and Cyber Forensics #Crime, Deviance, and Social Control
43. POEM: Interactive Prompt Optimization for Enhancing Multimodal Reasoning of Large Language Models
    2024/06/06 by Jianben He, He, Jianben, Xingbo Wang +9 · 1 citation
    Computer Science · #68 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #H.5 #Human-Computer Interaction (cs.HC) #I.2.1 #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
44. RemiAssist: A Therapist-Supporting System for Photo-Based Reminiscence Therapy in Dementia Care
    2026/07/27 by Shuchang Xu, Minglong Tang, Junyan Mao +7
    Computer Science · Medicine · Psychology · #Dementia and Cognitive Impairment Research #Grief, Bereavement, and Mental Health #Identity, Memory, and Therapy #cs.HC
45. Informal Learning Emerges in Everyday Human-LLM Interaction
    2026/07/20 by Zixin Chen, Haotian Li, Ziang Xiao +2
    #cs.HC #cs.CY
46. Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants
    2026/07/29 by Zijian Xu, Wenshuo Zhang, Zisen Qin +4
    Computer Science · #cs.AI #cs.HC
47. Sonic Stage: Auto-Generating Interactive Spatial Soundscapes to Facilitate Dialogue Video Comprehension for Blind Viewers
    2026/07/23 by S Xu, Shuchang Xu, Xiaofu Jin +6
    Arts and Humanities · Computer Science · Neuroscience · #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media #Tactile and Sensory Interactions #cs.HC