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"

21 / 21 papers shown

Title
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 81 2 0 06 Mar 2025
MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model Chengze Zhang Changshan Li Shiyang Gao 29 0 0 03 Jan 2025
RemixTape: Enriching Narratives about Metrics with Semantic Alignment and Contextual Recommendation Matthew Brehmer Margaret Drouhard Arjun Srinivasan 45 0 0 05 Jun 2024
A Typology of Decision-Making Tasks for Visualization C. Brumar Sam Molnar G. Appleby Kristi Potter Remco Chang 34 1 0 12 Apr 2024
OldVisOnline: Curating a Dataset of Historical Visualizations Yu Zhang Ruike Jiang Liwenhan Xie Yuheng Zhao Can Liu Tianhong Ding Siming Chen Xiaoru Yuan 38 5 0 30 Aug 2023
Chart2Vec: A Universal Embedding of Context-Aware Visualizations Qing Chen Ying Chen Ruishi Zou Wei Shuai Yi Guo Jiazhe Wang Nana Cao 22 3 0 14 Jun 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 63 23 0 17 Apr 2023
ClinicLens: Visual Analytics for Exploring and Optimizing the Testing Capacity of Clinics given Uncertainty Yu Dong Jie Liang LongBing Cao D. Catchpoole 30 0 0 23 Mar 2023
Agnostic Visual Recommendation Systems: Open Challenges and Future Directions L. Podo Bardh Prenkaj Paola Velardi 35 5 0 01 Feb 2023
Modeling Mobile Visualization for Medical Reports of Complex Chronic Diseases Sankarshan Dasgupta Tom Ongwere 6 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 35 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 29 2 0 22 Sep 2022
DMiner: Dashboard Design Mining and Recommendation Yanna Lin Haotian Li Aoyu Wu Yong Wang Huamin Qu AI4TS 19 20 0 04 Sep 2022
DashBot: Insight-Driven Dashboard Generation Based on Deep Reinforcement Learning Dazhen Deng Aoyu Wu Huamin Qu Yingcai Wu 42 35 0 02 Aug 2022
No Grammar to Rule Them All: A Survey of JSON-style DSLs for Visualization A. Mcnutt 34 24 0 16 Jul 2022
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization Chaoli Wang J. Han 41 36 0 13 Apr 2022
Revisiting the Design Patterns of Composite Visualizations Dazhen Deng Weiwei Cui Xiyu Meng Mengye Xu Yu Liao Haidong Zhang Yingcai Wu 32 15 0 20 Mar 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 29 137 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 46 22 0 08 Sep 2021
InfoColorizer: Interactive Recommendation of Color Palettes for Infographics Linping Yuan Ziqi Zhou Jian Zhao Yiqiu Guo F. Du Huamin Qu 51 46 0 03 Feb 2021
Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison Aoyu Wu Liwenhan Xie Bongshin Lee Yun Wang Weiwei Cui Huamin Qu 46 33 0 11 Jan 2021