Leaderboards/Data Management and Algorithms

Data Management and Algorithms

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Xiaojuan Ran
Chiang Mai University
2
Gbeminiyi John Oyewole
University of Pretoria
3
Ahmed Masry
York University
4
Fatima Batool
University College London
5
Sagar Vaze
University of Oxford
6
James Jie Pan
Tsinghua University
7
Setyo Tri Windras Mara
UNSW Sydney
8
Parimarjan Negi
Moscow Institute of Thermal Technology
9
Ziquan Fang
Zhejiang University
10
Zhonghang Li
South China University of Technology

Rising Stars Papers

1
Survey of vector database management systems
The VLDB Journal|2024
126 cit.
2
UrbanGPT: Spatio-Temporal Large Language Models
Unknown Journal|2024
124 cit.
3
A hybrid genetic-fuzzy ant colony optimization algorithm for automatic K-means clustering in urban global positioning system
Engineering Applications of Artificial Intelligence|2024
76 cit.
4
Vector Database Management Techniques and Systems
Unknown Journal|2024
47 cit.
5
A novel fuzzy system-based genetic algorithm for trajectory segment generation in urban global positioning system
Journal of Advanced Research|2025
20 cit.
6
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning
Unknown Journal|2024
14 cit.
7
Urban Computing in the Era of Large Language Models
ACM Transactions on Intelligent Systems and Technology|2025
12 cit.
8
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering
Unknown Journal|2025
8 cit.
9
Open Spatio-Temporal Foundation Models for Traffic Prediction
ACM Transactions on Intelligent Systems and Technology|2025
8 cit.
10
An Adaptive Memetic Algorithm for a Cost-Optimal Electric Vehicle-Drone Routing Problem
IEEE Transactions on Intelligent Transportation Systems|2024
5 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Hongjie Jia
Tianjin University of Technology
2
Hongzhi Yin
Queensland University of Technology
3
Ramin Afshar
Renewable Energy and Energy Efficiency Organization
4
Tom Donaldson
Unknown
5
Yunpeng Wu
National University of Defense Technology
6
Lang Rao
Shenzhen Metro (China)
7
Lisi Chen
University of Electronic Science and Technology of China
8
Lauren Hobbs
Deloitte (United States)
9
María Paula Mendes
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento
10
Wensheng Gan
Jinan University

Emerging Leaders Papers

1
XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation
IEEE Transactions on Knowledge and Data Engineering|2023
269 cit.
2
Large Language Models in Education: Vision and Opportunities
Unknown Journal|2023
111 cit.
3
Inhalation delivery of dexamethasone with iSEND nanoparticles attenuates the COVID-19 cytokine storm in mice and nonhuman primates
Science Advances|2023
106 cit.
4
Comprehensive Privacy Analysis on Federated Recommender System Against Attribute Inference Attacks
IEEE Transactions on Knowledge and Data Engineering|2023
87 cit.
5
Genetically Edited Cascade Nanozymes for Cancer Immunotherapy
ACS Nano|2024
86 cit.
6
Web 3.0: The Future of Internet
Unknown Journal|2023
82 cit.
7
UAV imagery based potential safety hazard evaluation for high-speed railroad using Real-time instance segmentation
Advanced Engineering Informatics|2022
79 cit.
8
Decentralized Collaborative Learning Framework for Next POI Recommendation
ACM Transactions on Information Systems|2022
72 cit.
9
AutoML for Deep Recommender Systems: A Survey
ACM Transactions on Information Systems|2023
68 cit.
10
Self-Supervised Hypergraph Representation Learning for Sociological Analysis
IEEE Transactions on Knowledge and Data Engineering|2023
67 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Geoffrey E. Hinton
University of Toronto
2
Xiaowei Xu
Wuhan University of Science and Technology
3
Philip S. Yu
University of Illinois Chicago
4
Susan Dumais
Microsoft (United States)
5
Rajeev Motwani
Stanford University
6
Bernhard Seeger
Philipps University of Marburg
7
Christos Faloutsos
University of Toronto
8
Dan Suciu
University of Washington
9
James B. Orlin
Massachusetts Institute of Technology
10
Chul‐Su Yang
Ansan University

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
A density-based algorithm for discovering clusters in large spatial Databases with Noise
Unknown Journal|1996
19.1k cit.
5
A Fast Learning Algorithm for Deep Belief Nets
Neural Computation|2006
16.4k cit.
6
Rectified Linear Units Improve Restricted Boltzmann Machines
International Conference on Machine Learning|2010
13.2k cit.
7
Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups
IEEE Signal Processing Magazine|2012
10.3k cit.
8
Speech recognition with deep recurrent neural networks
Unknown Journal|2013
8.8k cit.
9
Network Flows: Theory, Algorithms, and Applications.
Journal of the Operational Research Society|1994
8.2k cit.
10
A vector space model for automatic indexing
Communications of the ACM|1975
7.4k cit.

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