VizML: A Machine Learning Approach to Visualization Recommendation

14 August 2018

Papers citing "VizML: A Machine Learning Approach to Visualization Recommendation"

33 / 33 papers shown

Title
Data Therapist: Eliciting Domain Knowledge from Subject Matter Experts Using Large Language Models Sungbok Shin Hyeon Jeon Sanghyun Hong Niklas Elmqvist 179 0 0 01 May 2025
Visualizationary: Automating Design Feedback for Visualization Designers using LLMs Sungbok Shin Sanghyun Hong Niklas Elmqvist 35 0 0 19 Sep 2024
RSVP for VPSA : A Meta Design Study on Rapid Suggestive Visualization Prototyping for Visual Parameter Space Analysis Manfred Klaffenboeck Michael Gleicher Johannes Sorger Michael Wimmer Torsten Moller 24 1 0 11 Sep 2024
Bridging the Divide: Unraveling the Knowledge Gap in Data Visualization Research and Practice Nam Wook Kim Grace Myers Jinhan Choi Yoonsuh Cho Changhoon Oh Yea-Seul Kim 26 0 0 14 Oct 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
Perceptual Pat: A Virtual Human System for Iterative Visualization Design Sungbok Shin San Hong Niklas Elmqvist 14 8 0 12 Mar 2023
Agnostic Visual Recommendation Systems: Open Challenges and Future Directions L. Podo Bardh Prenkaj Paola Velardi 35 5 0 01 Feb 2023
Fine-tuning language models to find agreement among humans with diverse preferences Michiel A. Bakker Martin Chadwick Hannah R. Sheahan Michael Henry Tessler Lucy Campbell-Gillingham ... Nat McAleese Amelia Glaese John Aslanides M. Botvinick Christopher Summerfield ALM 49 215 0 28 Nov 2022
Erato: Cooperative Data Story Editing via Fact Interpolation Mengdi Sun Ligan Cai Weiwei Cui Yanqiu Wu Yang Shi Nan Cao 18 34 0 06 Sep 2022
DMiner: Dashboard Design Mining and Recommendation Yanna Lin Haotian Li Aoyu Wu Yong Wang Huamin Qu AI4TS 14 20 0 04 Sep 2022
ASTA: Learning Analytical Semantics over Tables for Intelligent Data Analysis and Visualization Lingbo Li Tianle Li Xinyi He Mengyu Zhou Shi Han Dongmei Zhang LMTD 47 0 0 01 Aug 2022
Streamlining Visualization Authoring in D3 Through User-Driven Templates Hannah K. Bako Alisha Varma Anuoluwapo Faboro Mahreen Haider Favour Nerrise B. Kenah Leilani Battle 13 8 0 13 Jul 2022
Visual Data Analysis with Task-based Recommendations Leixian Shen Enya Shen Zhiwei Tai Yi Xu Jianmin Wang 31 16 0 06 May 2022
Infographics Wizard: Flexible Infographics Authoring and Design Exploration Anjul Tyagi J. Zhao Pushkar Patel Swasti Khurana Klaus Mueller DiffM 31 15 0 21 Apr 2022
Addressing Bias in Visualization Recommenders by Identifying Trends in Training Data: Improving VizML Through a Statistical Analysis of the Plotly Community Feed Allen Tu Priyanka Mehta Alexander Wu Nandhini Krishnan Amar Mujumdar 11 0 0 09 Mar 2022
User-Driven Support for Visualization Prototyping in D3 Hannah K. Bako Alisha Varma Anuoluwapo Faboro Mahreen Haider Favour Nerrise B. Kenah John P. Dickerson Leilani Battle 40 5 0 06 Dec 2021
Route Optimization via Environment-Aware Deep Network and Reinforcement Learning Pengzhan Guo Keli Xiao Zeyang Ye Wei Zhu 16 19 0 16 Nov 2021
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
MitoVis: A Visually-guided Interactive Intelligent System for Neuronal Mitochondria Analysis Junyoung Choi Hak-jae Lee Suyeon Kim Seok-Kyu Kwon Won-Ki Jeong 16 3 0 03 Sep 2021
User-Centric Semi-Automated Infographics Authoring and Recommendation Anjul Tyagi Jian Zhao Pushkar Patel Swasti Khurana Klaus Mueller DiffM 19 5 0 26 Aug 2021
VizLinter: A Linter and Fixer Framework for Data Visualization Qing Chen F. Sun Xinyue Xu Zui Chen Jiazhe Wang Nan Cao 21 47 0 23 Aug 2021
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation Haotian Li Yong Wang Songheng Zhang Yangqiu Song Huamin Qu 47 82 0 27 Jul 2021
AniVis: Generating Animated Transitions Between Statistical Charts with a Tree Model Wenchao Li Yun Wang He Huang Weiwei Cui Haidong Zhang Huamin Qu Dongmei Zhang 15 5 0 27 Jun 2021
Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows D. Lee Dixin Tang Kunal Agarwal Thyne Boonmark Caitlyn Chen ... U. Mukhopadhyay Jerry Song Micah Yong Marti A. Hearst Aditya G. Parameswaran 12 49 0 30 Apr 2021
Personalized Visualization Recommendation Xin-Yao Qian Ryan A. Rossi F. Du Sungchul Kim Eunyee Koh Sana Malik Tak Yeon Lee Nesreen K. Ahmed AI4TS 16 20 0 12 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
GEViTRec: Data Reconnaissance Through Recommendation Using a Domain-Specific Prevalence Visualization Design Space Anamaria Crisan Shannah E. Fisher J. Gardy T. Munzner 25 1 0 22 Oct 2020
Table2Charts: Recommending Charts by Learning Shared Table Representations Mengyu Zhou Qingtao Li Xinyi He Yuejiang Li Yibo Liu Wei Ji Shi Han Yining Chen Daxin Jiang Dongmei Zhang LMTD 59 34 0 24 Aug 2020
Lyra 2: Designing Interactive Visualizations by Demonstration Jonathan Zong D. Barnwal Rupayan Neogy Arvind Satyanarayan 6 43 0 21 Aug 2020
VizCommender: Computing Text-Based Similarity in Visualization Repositories for Content-Based Recommendations Michael Oppermann R. Kincaid T. Munzner 26 43 0 18 Aug 2020
Task-Oriented Optimal Sequencing of Visualization Charts Danqing Shi Yang Shi Xinyue Xu Nan Chen Siwei Fu Hongjing Wu Nan Cao 31 21 0 07 Aug 2019
VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository K. Hu Neil Gaikwad Michiel A. Bakker Madelon Hulsebos Emanuel Zgraggen César A. Hidalgo Tim Kraska Guoliang Li Arvind Satyanarayan Çağatay Demiralp 16 105 0 12 May 2019
Big Data Visualization Tools Nikos Bikakis 16 73 0 25 Jan 2018