Data Visualization

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6 papers in the last four weeks, up 20% on the four weeks before. 0.1% of all new papers.

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  1. Healthy skepticism in AI: a data visualization research agenda

    Oct 7, 2026G. Elisabeta Marai, Marc Baaden, Michael Behrisch +2Trust in AIData Visualization

    University of Illinois Chicago, Chicago, IL, 60607, U.S.A. · CNRS (French National Centre for Scientific Research), Paris, 75794, France · Utrecht University, Utrecht, 3584CC, The Netherlands +2

  2. Where LLMs Fail with Visualization DSLs

    Oct 1, 2026Chang Han, Andrew McNutt, Katherine IsaacsData VisualizationLLM Evaluation

    University of Utah

  3. Designing for Interpretation Uncertainty: Architecture and Principles for Topological Learning Analytics Dashboards

    Oct 1, 2026Hitoshi Inoue, Koichi YasutakeScientific VisualizationData Visualization

    Nakamura Gakuen University 5-7-1 Befu, Jonan-ku, Fukuoka City, 814-0198 JAPAN · Hiroshima University 1-1-1 Kagamiyama, Higashi-Hiroshima City, 734-8524 JAPAN

  4. InfoAgent: Traceable Generation and Repair of Evidence-Grounded Infographics

    Sep 30, 2026Yifan Li, Tong Li, Qi Zeng +6Data VisualizationData Provenance

    University of Science and Technology of China · Meituan · Peking University, Peking University

  5. Faithful Chart Generation for Multimodal Deep Research: Frame-Evidence Co-Adaptation

    Sep 30, 2026Yuxin Yue, Yingchen Zhang, Ruqing Zhang +3Multimodal RAGData Visualization

    State Key Laboratory of AI Safety Institute of Computing Technology, Chinese Academy of Sciences University of Chinese Academy of Sciences Beijing, China · University of Amsterdam Amsterdam, The Netherlands

  6. DataMagic: Authoring Data Videos through Declarative Multi-Agent Orchestration

    Sep 27, 2026Yupeng Xie, Zhenyang Wang, Liangwei Wang +3Data Visualization

    The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China

  7. VisInteract: Towards Dynamic Interactive Text-to-Visualization under Imperfect Queries

    Sep 14, 2026Wenxin Xu, Jinwei Lu, Hwanhee Kim +4Data VisualizationMonte Carlo Tree Search

    The Hong Kong Polytechnic University · ByteDance

  8. TSExplorer: An interactive data annotation and exploration tool for time-series data

    Aug 31, 2026Einari Vaaras, Manu Airaksinen, Okko RäsänenData VisualizationVisual Analytics

    Signal Processing Research Centre, Tampere University, Finland · BABA Center, Department of Physiology, University of Helsinki, Finland

  9. Chartography: A Benchmark for Professional Chart Understanding

    Aug 11, 2026Suhaas Garre, Chris Mutty, Sushant Mehta +1Data VisualizationChart QA

    Surge AI*

  10. DashArena: Benchmarking LLMs on Interactive Analytic Dashboard Generation

    Aug 11, 2026Xiaotong Wang, Dazhen DengData VisualizationLLM-as-a-Judge

    State Key Lab of CAD&CG, Zhejiang University, China · School of Software Technology, Zhejiang University, China

  11. VisEditBench: Can Vision-Language Models Edit Visualization Code from Multimodal Feedback?

    Aug 11, 2026Mizanur Rahman, Arshia Azimlu, Shadikur Rahman +4VLM EvaluationData Visualization

    ‡York University · $Nanyang Technological University · ¶Salesforce AI Research

  12. More Accurate, Less Human: Gestalt Grouping in Vision Models

    Aug 10, 2026Sudhanva Manjunath Athreya, Sai Phani Kumar MalladiVLM EvaluationData Visualization

    Siemens AG · University of Utah Siemens AG

  13. Bar-JEPA: Extracting Values from Bar Chart with Joint-Embedding Predictive Architecture

    Aug 6, 2026Poonam Poonam, Alexander Epple, Timo RopinskiData VisualizationChart Data Extraction

    Institute of Media Informatics, Visual Computing Group, Ulm University, Germany

  14. PaCoNet: Deep Data Extraction for Parallel Coordinates

    Aug 6, 2026Poonam Poonam, Hannah Kniesel, Pere-Pau Vázquez +1Data VisualizationChart Data Extraction

    Ulm University, Germany · Universitat Politècnica de Catalunya, Barcelona, Spain

  15. Monte Carlo Tree Search for Table-to-Multimodal Report Generation

    Aug 4, 2026Teng Lin, Zhiyang Zhang, Yuyu Luo +1Data VisualizationMultimodal Generation

    The Hong Kong University of Science and Technology (Guangzhou)

  16. ChartAnno: Benchmarking Multimodal Large Language Models for Chart Annotation Generation

    Aug 4, 2026Zhenghan Chen, Zekai Shao, Lidan Tan +10Data VisualizationMultimodal Large Language Models

    Fudan University · Sun Yat-sen University · The Hong Kong University of Science and Technology (Guangzhou) +1

  17. CURV: Enhancing Chart Understanding Through Curriculum Visual Grounded Reasoning

    Aug 3, 2026Xuehang Guo, Pingyue Zhang, Ruiyi Zhang +6Data VisualizationChart QA

    1William & Mary · 2Northwestern University · 3Adobe +1

  18. LongChart VQA: A Comprehensive Benchmark for MLLMs with Complex Multi-Chart Reasoning

    Aug 2, 2026Ziyan Xiao, Yinghao Zhu, Wenting Zhang +2Data VisualizationVisual Reasoning

    The University of Hong Kong

  19. Measuring Distortion in the Empty Regions of Dimensionality Reduction Scatterplots with the Gap Index

    Jul 30, 2026Jaume Ros, Alessio Arleo, Fernando PaulovichData VisualizationVisual Analytics

    Eindhoven University of Technology

  20. FloDR: An invertible dimensionality reduction method based on a normalising flow

    Jul 28, 2026Abdallah Baraka, Daniel ProbstData VisualizationVisual Analytics

    Bioinformatics Group Wageningen University & Research Wageningen 6708PB, The Netherlands

  21. AnnoBench: A Benchmark for Visualization Annotation Generation

    Jul 28, 2026Md Rahat-uz-Zaman, Md Dilshadur Rahman, Andrew McNutt +1Data VisualizationAutomated Evaluation

    University of Utah

  22. Chart-Supported or Model-Supplied? Examining MLLM-Generated Claims for Accessible Visualization

    Jul 27, 2026Ishrat Jahan Eliza, Md Dilshadur RahmanData VisualizationLLM Grounding

    University of Utah

  23. LatentFlow: Visual Analytics for Latent Space Analysis in Molecular Graph Neural Networks

    Jul 24, 2026Shiyi Liu, Jiaqing Chen, Nicholas Hadler +6Data VisualizationGraph Neural Networks

    Arizona State University · University of California, Berkeley · ICSI, LBNL, and University of California, Berkeley +2

  24. MV-Bench: Benchmarking Multimodal Large Language Models for Coordinated Multi-View Interface Construction

    Jul 22, 2026Yue Zhao, Hongxu Liu, Feiyu Wang +5Data VisualizationCode Generation

    Shandong Second Medical University · Shandong University · Bairong Inc. +2

  25. Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding

    Jul 20, 2026Zhiwei Wei, Yonghe Sun, Zhenjia Liu +5Data VisualizationSpatial Reasoning Benchmarks

    aSchool of Geographic Sciences, Hunan Normal University, Changsha, China · bHunan Key Laboratory of Geospatial Big Data Mining and Application, Changsha, China · cSchool of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China +3

  26. Attention-Guided Saliency Maps for Interpreting Visualization Literacy in VLMs

    Jul 17, 2026Maeve Hutchinson, Abderrahmane Wassim Mehdaoui, Pranava MadhyasthaData VisualizationVisual Attention

    City St George’s · City St George’s, University of London · The Alan Turing Institute

  27. ArtChart: Faithful Artistic Chart Generation with Integrated Text Rendering

    Jul 17, 2026Meijia Huang, Yingjie Yin, Shihao Wang +1Data VisualizationT2I Generation

    Ant Group

  28. Benchmarking Multimodal Large Language Models for Scientific Visualization Literacy

    Jul 16, 2026Patrick Phuoc Do, Chau M. Ta, Chaoli WangScientific VisualizationData Visualization

    University of Notre Dame

  29. cGAP: Generalized Association Plots with HOMALS-Guided Heatmaps for Visualization of High-Dimensional Categorical Data

    Jul 16, 2026Chun-houh Chen, Shun-Chuan Chang, Chiun-How Kao +5Data VisualizationVisual Analytics

    Institute of Statistical Science, Academia Sinica, Taipei, Taiwan · Department of Statistics, National Taipei University, New Taipei City, Taiwan · Holistic Education Center, Mackay Medical University, New Taipei City, Taiwan +4

  30. ChartSync: A Benchmark for Visuo-Logical Cascading Chart Editing

    Jul 11, 2026Jiakang Yu, Yixuan Chai, Tianci Wang +7Data VisualizationImage Editing Evaluation

    1Jianghan University · †Work done during an internship at HiThink Research. · 2HiThink Research +3