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2012.00467
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A Survey on ML4VIS: Applying Machine Learning Advances to Data Visualization
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
1 December 2020
Qianwen Wang
Zhutian Chen
Yong Wang
Huamin Qu
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Papers citing
"A Survey on ML4VIS: Applying Machine Learning Advances to Data Visualization"
23 / 23 papers shown
Illuminating LLM Coding Agents: Visual Analytics for Deeper Understanding and Enhancement
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DeepVIS: Bridging Natural Language and Data Visualization Through Step-wise Reasoning
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343
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03 Aug 2025
Datasets of Visualization for Machine Learning
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Ruike Jiang
Shaocong Tan
Jiacheng Yu
Chaofan Yang
Hanning Shao
Xiaoru Yuan
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413
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23 Jul 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
425
106
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28 Apr 2024
A Typology of Decision-Making Tasks for Visualization
C. Brumar
Sam Molnar
G. Appleby
Kristi Potter
Remco Chang
407
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12 Apr 2024
VortexViz: Finding Vortex Boundaries by Learning from Particle Trajectories
Akila de Silva
Nicholas Tee
Omkar Ghanekar
Fahim Hasan Khan
Gregory Dusek
James Davis
Alex Pang
213
1
0
01 Apr 2024
VisGrader: Automatic Grading of D3 Visualizations
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Matthew Hull
Vivian Pednekar
Hannah Murray
Nimisha Roy
Emmanuel Tung
...
Justin Y. Chen
Zijie J. Wang
Seongmin Lee
M. Roozbahani
Duen Horng Chau
333
1
0
18 Oct 2023
Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration
International Conference on Human Factors in Computing Systems (CHI), 2023
Haotian Li
Yun Wang
Huamin Qu
304
74
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27 Sep 2023
Automatic Data Visualization Generation from Chinese Natural Language Questions
International Conference on Language Resources and Evaluation (LREC), 2023
Yan Ge
Victor Junqiu Wei
Wailing Ng
C. Zhang
Raymond Chi-Wing Wong
204
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14 Sep 2023
Beyond Generating Code: Evaluating GPT on a Data Visualization Course
Zhutian Chen
Chenyang Zhang
Qianwen Wang
J. Troidl
Simon Warchol
Johanna Beyer
Nils Gehlenborg
Hanspeter Pfister
462
37
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05 Jun 2023
The State of the Art in Creating Visualization Corpora for Automated Chart Analysis
Chong Chen
Zhicheng Liu
285
15
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23 May 2023
Reinforced Labels: Multi-Agent Deep Reinforcement Learning for Point-Feature Label Placement
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Petr Bobák
Ladislav Čmolík
Martin Cadík
OffRL
268
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02 Mar 2023
Agnostic Visual Recommendation Systems: Open Challenges and Future Directions
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
L. Podo
Bardh Prenkaj
Paola Velardi
273
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01 Feb 2023
DMiner: Dashboard Design Mining and Recommendation
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Yanna Lin
Haotian Li
Aoyu Wu
Yong Wang
Huamin Qu
AI4TS
381
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04 Sep 2022
Accelerated Probabilistic Marching Cubes by Deep Learning for Time-Varying Scalar Ensembles
Visual .. (VISUAL), 2022
Mengjiao Han
Tushar M. Athawale
D. Pugmire
Chris R. Johnson
278
11
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15 Jul 2022
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Chaoli Wang
J. Han
326
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13 Apr 2022
ComputableViz: Mathematical Operators as a Formalism for Visualization Processing and Analysis
International Conference on Human Factors in Computing Systems (CHI), 2022
Aoyu Wu
Wai-Shun Tong
Haotian Li
Dominik Moritz
Yong Wang
Huamin Qu
360
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0
02 Apr 2022
GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Neng Shi
Jiayi Xu
Skylar W. Wurster
Hanqi Guo
J. Woodring
L. V. Roekel
Han-Wei Shen
AI4TS
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296
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18 Feb 2022
Structure-aware Visualization Retrieval
International Conference on Human Factors in Computing Systems (CHI), 2022
Haotian Li
Yong Wang
Aoyu Wu
Huan Wei
Huamin Qu
226
32
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12 Feb 2022
In Defence of Visual Analytics Systems: Replies to Critics
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Aoyu Wu
Dazhen Deng
Furui Cheng
Yingcai Wu
Shixia Liu
Huamin Qu
AAML
HAI
497
28
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24 Jan 2022
Towards Natural Language Interfaces for Data Visualization: A Survey
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
Leixian Shen
Enya Shen
Yuyu Luo
Xiaocong Yang
Xuming Hu
Xiongshuai Zhang
Zhiwei Tai
Jianmin Wang
389
191
0
08 Sep 2021
A Review and Collation of Graphical Perception Knowledge for Visualization Recommendation
Zehua Zeng
Leilani Battle
3DV
337
29
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03 Sep 2021
VizCommender: Computing Text-Based Similarity in Visualization Repositories for Content-Based Recommendations
Michael Oppermann
R. Kincaid
T. Munzner
322
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18 Aug 2020
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