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AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization

2 February 2021

Dominik Moritz

Huamin Qu

Papers citing "AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization"

49 / 49 papers shown

Title
Evaluating LLMs for Visualization Tasks Saadiq Rauf Khan Vinit Chandak Sougata Mukherjea 12 0 0 10 Apr 2025
InterChat: Enhancing Generative Visual Analytics using Multimodal Interactions Juntong Chen Jiang Wu Jiajing Guo V. Mohanty Xueming Li Jorge Henrique Piazentin Ono Wenbin He Liu Ren Dongyu Liu MLLM 160 2 0 06 Mar 2025
Seeing Eye to AI? Applying Deep-Feature-Based Similarity Metrics to Information Visualization Sheng Long Angelos Chatzimparmpas Emma Alexander Matthew Kay Jessica Hullman 104 0 0 28 Feb 2025
FactFlow: Automatic Fact Sheet Generation and Customization from Tabular Dataset via AI Chain Design & Implementation Minh Duc Vu Jieshan Chen Zhenchang Xing Qinghua Lu Xiwei Xu Qian Fu 121 0 0 25 Feb 2025
MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Chengze Zhang Changshan Li Shiyang Gao 84 0 0 03 Jan 2025
Constraint representation towards precise data-driven storytelling Yu-Zhe Shi Haotian Li Lecheng Ruan Huamin Qu 99 4 0 10 Oct 2024
From Data Stories to Dialogues: A Randomised Controlled Trial of Generative AI Agents and Data Storytelling in Enhancing Data Visualisation Comprehension Lixiang Yan Roberto Martínez-Maldonado Yueqiao Jin Vanessa Echeverría M. Milesi Jie Fan Linxuan Zhao Riordan Alfredo Xinyu Li Dragan Gašević 77 1 0 18 Sep 2024
Bridging Quantitative and Qualitative Methods for Visualization Research: A Data/Semantics Perspective in Light of Advanced AI Daniel Weiskopf 75 1 0 11 Sep 2024
Datasets of Visualization for Machine Learning Can Liu Ruike Jiang Shaocong Tan Jiacheng Yu Chaofan Yang Hanning Shao Xiaoru Yuan XAI 121 0 0 23 Jul 2024
RemixTape: Enriching Narratives about Metrics with Semantic Alignment and Contextual Recommendation Matthew Brehmer Margaret Drouhard Arjun Srinivasan 67 0 0 05 Jun 2024
Generative AI for Visualization: State of the Art and Future Directions Yilin Ye Jianing Hao Yihan Hou Zhan Wang Shishi Xiao Yuyu Luo Wei Zeng 105 51 0 28 Apr 2024
A Typology of Decision-Making Tasks for Visualization C. Brumar Sam Molnar G. Appleby Kristi Potter Remco Chang 92 1 0 12 Apr 2024
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models Kung-Hsiang Huang Hou Pong Chan Yi R. Fung Haoyi Qiu Mingyang Zhou Shafiq Joty Shih-Fu Chang Chenhui Xu AI4TS 123 14 0 18 Mar 2024
Are LLMs ready for Visualization? Pere-Pau Vázquez MLLM 81 21 0 10 Mar 2024
Interactive Reweighting for Mitigating Label Quality Issues Weikai Yang Yukai Guo Jing Wu Zheng Wang Lan-Zhe Guo Yu-Feng Li Shixia Liu 72 7 0 08 Dec 2023
ChartGPT: Leveraging LLMs to Generate Charts from Abstract Natural Language Yuan Tian Weiwei Cui Dazhen Deng Xinjing Yi Yurun Yang Haidong Zhang Yingcai Wu 136 72 0 03 Nov 2023
LLM4Vis: Explainable Visualization Recommendation using ChatGPT Lei Wang Songheng Zhang Yun Wang Ee-Peng Lim Yong Wang LRM 115 44 0 11 Oct 2023
Foundation Models Meet Visualizations: Challenges and Opportunities Weikai Yang Mengchen Liu Zheng Wang Shixia Liu 87 40 0 09 Oct 2023
Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration Haotian Li Yun Wang Huamin Qu 79 42 0 27 Sep 2023
OldVisOnline: Curating a Dataset of Historical Visualizations Yu Zhang Ruike Jiang Liwenhan Xie Yuheng Zhao Can Liu Tianhong Ding Siming Chen Xiaoru Yuan 64 5 0 30 Aug 2023
Data Player: Automatic Generation of Data Videos with Narration-Animation Interplay Leixian Shen Yizhi Zhang Haidong Zhang Yun Wang VGen DiffM 108 35 0 09 Aug 2023
Chart2Vec: A Universal Embedding of Context-Aware Visualizations Qing Chen Ying Chen Ruishi Zou Wei Shuai Yi Guo Jiazhe Wang Nana Cao 83 3 0 14 Jun 2023
The State of the Art in Creating Visualization Corpora for Automated Chart Analysis Chong Chen Zhicheng Liu 83 14 0 23 May 2023
Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling Haotian Li Yun Wang Q. V. Liao Huamin Qu 141 24 0 17 Apr 2023
viz2viz: Prompt-driven stylized visualization generation using a diffusion model Jiaqi Wu John Joon Young Chung Eytan Adar DiffM 46 12 0 04 Apr 2023
ClinicLens: Visual Analytics for Exploring and Optimizing the Testing Capacity of Clinics given Uncertainty Yu Dong Jie Liang LongBing Cao D. Catchpoole 72 0 0 23 Mar 2023
DeepVATS: Deep Visual Analytics for Time Series V. Rodríguez-Fernández David Montalvo F. Piccialli Grzegorz J. Nalepa David Camacho AI4TS 55 7 0 08 Feb 2023
Agnostic Visual Recommendation Systems: Open Challenges and Future Directions L. Podo Bardh Prenkaj Paola Velardi 106 5 0 01 Feb 2023
Modeling Mobile Visualization for Medical Reports of Complex Chronic Diseases Sankarshan Dasgupta Tom Ongwere 58 0 0 03 Dec 2022
VAID: Indexing View Designs in Visual Analytics System Lu Ying Aoyu Wu Haotian Li Zikun Deng Ji Lan Jiang Wu Yong Wang Huamin Qu Dazhen Deng Yingcai Wu 85 6 0 03 Nov 2022
Attention is All They Need: Exploring the Media Archaeology of the Computer Vision Research Paper Sam Goree G. Appleby David J. Crandall Norman Su 68 2 0 22 Sep 2022
Sporthesia: Augmenting Sports Videos Using Natural Language Zhutian Chen Qisen Yang Xiao Xie Johanna Beyer Haijun Xia Yingnian Wu Hanspeter Pfister DiffM 104 39 0 07 Sep 2022
DMiner: Dashboard Design Mining and Recommendation Yanna Lin Haotian Li Aoyu Wu Yong Wang Huamin Qu AI4TS 114 21 0 04 Sep 2022
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks Xinyi He Mengyu Zhou Mingjie Zhou Jialiang Xu Xiao Lv Tianle Li Yijia Shao Shi Han Zejian Yuan Dongmei Zhang 58 6 0 02 Sep 2022
Exploring Interactions with Printed Data Visualizations in Augmented Reality Wai-Shun Tong Zhutian Chen Meng Xia Leo Yu-Ho Lo Linping Yuan Benjamin Bach Huamin Qu 152 14 0 22 Aug 2022
DashBot: Insight-Driven Dashboard Generation Based on Deep Reinforcement Learning Dazhen Deng Aoyu Wu Huamin Qu Yingcai Wu 95 37 0 02 Aug 2022
No Grammar to Rule Them All: A Survey of JSON-style DSLs for Visualization A. Mcnutt 61 25 0 16 Jul 2022
How Does Automation Shape the Process of Narrative Visualization: A Survey of Tools Qing Chen Shixiong Cao Jiazhe Wang Nan Cao 74 53 0 24 Jun 2022
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization Chaoli Wang J. Han 96 38 0 13 Apr 2022
ComputableViz: Mathematical Operators as a Formalism for Visualization Processing and Analysis Aoyu Wu Wai-Shun Tong Haotian Li Dominik Moritz Yong Wang Huamin Qu 119 7 0 02 Apr 2022
Revisiting the Design Patterns of Composite Visualizations Dazhen Deng Weiwei Cui Xiyu Meng Mengye Xu Yu Liao Haidong Zhang Yingcai Wu 66 16 0 20 Mar 2022
Cicero: A Declarative Grammar for Responsive Visualization Hyeok Kim Ryan Rossi F. Du Eunyee Koh Shunan Guo Jessica Hullman Jane Hoffswell 44 18 0 15 Mar 2022
From `Wow' to `Why': Guidelines for Creating the Opening of a Data Video with Cinematic Styles Xian Xu Leni Yang D. Yip Mingming Fan Zheng Wei Huamin Qu VGen 59 24 0 06 Feb 2022
In Defence of Visual Analytics Systems: Replies to Critics Aoyu Wu Dazhen Deng Furui Cheng Yingcai Wu Shixia Liu Huamin Qu AAML HAI 115 21 0 24 Jan 2022
Towards Natural Language Interfaces for Data Visualization: A Survey Leixian Shen Enya Shen Yuyu Luo Xiaocong Yang Xuming Hu Xiongshuai Zhang Zhiwei Tai Jianmin Wang 111 146 0 08 Sep 2021
VideoModerator: A Risk-aware Framework for Multimodal Video Moderation in E-Commerce Tan Tang Yanhong Wu Lingyun Yu Yuhong Li Yingcai Wu 87 24 0 08 Sep 2021
A Review and Collation of Graphical Perception Knowledge for Visualization Recommendation Zehua Zeng Leilani Battle 3DV 83 15 0 03 Sep 2021
VizCommender: Computing Text-Based Similarity in Visualization Repositories for Content-Based Recommendations Michael Oppermann R. Kincaid T. Munzner 115 44 0 18 Aug 2020
VisImages: A Fine-Grained Expert-Annotated Visualization Dataset Dazhen Deng Yihong Wu Xinhuan Shu Jiang Wu Siwei Fu Weiwei Cui Yingnian Wu 48 24 0 09 Jul 2020