Leaderboards/Data Visualization and Analytics

Data Visualization and Analytics

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Joshua R. de Leeuw
Vassar College
2
Chaoyue Ding
Fudan University
3
Renhe Jiang
The University of Tokyo
4
Leixian Shen
Hong Kong University of Science and Technology
5
Ahmed Masry
York University
6
Gülsüm Alıcıoğlu
Rowan University
7
Paula Maddigan
Victoria University of Wellington
8
Nigamaa Nayakanti
Google (United States)
9
Allison J. B. Chaney
Duke University
10
Nathalie Bressa
Télécom Paris

Rising Stars Papers

1
Input Visualization: Collecting and Modifying Data with Visual Representations
Unknown Journal|2024
20 cit.
2
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation
Unknown Journal|2024
20 cit.
3
From Data to Story: Towards Automatic Animated Data Video Creation with LLM-Based Multi-Agent Systems
Unknown Journal|2024
18 cit.
4
Data Playwright: Authoring Data Videos With Annotated Narration
IEEE Transactions on Visualization and Computer Graphics|2024
16 cit.
5
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning
Unknown Journal|2024
14 cit.
6
Prompting Generative AI with Interaction-Augmented Instructions
Unknown Journal|2025
14 cit.
7
Multimodal Low-light Image Enhancement with Depth Information
Unknown Journal|2024
12 cit.
8
Mapping Brain Synergy Dysfunction in Schizophrenia: Understanding Individual Differences and Underlying Molecular Mechanisms
Advanced Science|2024
11 cit.
9
Reflecting on Design Paradigms of Animated Data Video Tools
Unknown Journal|2025
9 cit.
10
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering
Unknown Journal|2025
8 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Jonas Kristoffer Lindeløv
Aalborg University
2
Jessica Hullman
University of Michigan
3
Danielle Albers Szafir
University of Colorado Boulder
4
Benjamin Bach
University of Edinburgh
5
Animesh Garg
University of Toronto
6
Arvind Satyanarayan
Massachusetts Institute of Technology
7
Kuno Kurzhals
University of Stuttgart
8
Michael Ginda
Indiana University Bloomington
9
Alvitta Ottley
Washington University in St. Louis
10
Björn Luchterhandt
Paderborn University

Emerging Leaders Papers

1
ProgPrompt: Generating Situated Robot Task Plans using Large Language Models
Unknown Journal|2023
511 cit.
2
jsPsych: Enabling an Open-Source CollaborativeEcosystem of Behavioral Experiments
The Journal of Open Source Software|2023
269 cit.
3
Orbit: A Unified Simulation Framework for Interactive Robot Learning Environments
IEEE Robotics and Automation Letters|2023
230 cit.
4
Dashboard Design Patterns
IEEE Transactions on Visualization and Computer Graphics|2022
136 cit.
5
Making Data Tangible: A Cross-disciplinary Design Space for Data Physicalization
CHI Conference on Human Factors in Computing Systems|2022
112 cit.
6
Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content
DSpace@MIT (Massachusetts Institute of Technology)|2022
104 cit.
7
Large language models for chemistry robotics
Autonomous Robots|2023
100 cit.
8
Rich Screen Reader Experiences for Accessible Data Visualization
Computer Graphics Forum|2022
92 cit.
9
Articulated Object Interaction in Unknown Scenes with Whole-Body Mobile Manipulation
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)|2022
72 cit.
10
ProgPrompt: program generation for situated robot task planning using large language models
Autonomous Robots|2023
68 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Geoffrey E. Hinton
University of Toronto
2
Ludo Waltman
Leiden University
3
Corrado Cuccurullo
Synlab Czech (Czechia)
4
Mathieu Jacomy
Télécom Paris
5
Jeffrey Heer
Stanford University
6
Ben Shneiderman
University of Maryland, College Park
7
Péter Molnár
University of Stuttgart
8
John Stasko
Georgia Institute of Technology
9
Hanspeter Pfister
Harvard University
10
Daniel A. Keim
University of Konstanz

Current Senior Leaders Papers

1
ImageNet classification with deep convolutional neural networks
Communications of the ACM|2017
75.7k cit.
2
Visualizing Data using t-SNE
Journal of Machine Learning Research|2008
35.7k cit.
3
Reducing the Dimensionality of Data with Neural Networks
Science|2006
21k cit.
4
Software survey: VOSviewer, a computer program for bibliometric mapping
Scientometrics|2009
19.8k cit.
5
A Fast Learning Algorithm for Deep Belief Nets
Neural Computation|2006
16.4k cit.
6
bibliometrix : An R-tool for comprehensive science mapping analysis
Journal of Informetrics|2017
14.3k cit.
7
Rectified Linear Units Improve Restricted Boltzmann Machines
International Conference on Machine Learning|2010
13.2k cit.
8
Gephi: An Open Source Software for Exploring and Manipulating Networks
Proceedings of the International AAAI Conference on Web and Social Media|2009
11.3k cit.
9
Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups
IEEE Signal Processing Magazine|2012
10.3k cit.
10
Speech recognition with deep recurrent neural networks
Unknown Journal|2013
8.8k cit.

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