Leaderboards/Data Quality and Management

Data Quality and Management

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Lucas Bourtoule
University of Toronto
2
Christoph Schröer
Carl von Ossietzky Universität Oldenburg
3
Ciyuan Peng
Federation University
4
Erick Odhiambo Omuya
Machakos University
5
Zixuan Li
Inner Mongolia University
6
Yanfang Niu
Shandong University of Finance and Economics
7
Youdi Gong
Chinese Academy of Sciences
8
Cunchao Zhu
National University of Defense Technology
9
Amanpreet Kaur Sandhu
Chandigarh University
10
Jun Xia
Bengbu Medical College

Rising Stars Papers

1
Sigma-1 receptor activation attenuates DOX-induced cardiotoxicity by alleviating endoplasmic reticulum stress and mitochondrial calcium overload via PERK and IP3R-VDAC1-MCU signaling pathways
Biology Direct|2025
20 cit.
2
Impact of Exposure to a Mixture of Organophosphate Esters on Adrenal Cell Phenotype, Lipidome, and Function
Endocrinology|2024
11 cit.
3
Distal radial access to prevent radial artery occlusion for STEMI patients (RAPID III): a randomized controlled trial
BMC Medicine|2025
10 cit.
4
mBGT: Encoding Brain Signals With Multimodal Brain Graph Transformer
IEEE Transactions on Consumer Electronics|2024
9 cit.
5
Stage-aware Brain Graph Learning for Alzheimer’s Disease
Unknown Journal|2024
7 cit.
6
Impact of exposure to a mixture of organophosphate esters on the adrenal glands of Sprague Dawley rats
Toxicological Sciences|2024
4 cit.
7
A Hybrid Approach for Detection and Reduction of different types of noises in gray scale images
Unknown Journal|2025
4 cit.
8
DiscoGNN: A Sample-Efficient Framework for Self-Supervised Graph Representation Learning
Unknown Journal|2024
3 cit.
9
Prediction of Diabetic Eye Disease in Type 2 Diabetes Using Hybridization of Deep Neural Network-Based Approaches
Unknown Journal|2024
3 cit.
10
A Hybrid Adaptive Median-Gaussian Filter Effective Mixed-Noise Image Denoising and Feature Preservation
Unknown Journal|2025
3 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Vijay Raghavendra
Walmart (United States)
2
Hengshuang Zhao
University of Hong Kong
3
Agung Wahyudi
UIN Raden Mas Said Surakarta
4
Goran Calic
McMaster University
5
Nicolas Papernot
Pennsylvania State University
6
Jamie Taylor
Google (United States)
7
Zhaokai Yan
Marist University
8
Tom Honeyman
University of Technology Sydney
9
John Paul Kawalek
University of Sheffield
10
Vitobha Munigala
IBM Research - India

Emerging Leaders Papers

1
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data
Unknown Journal|2024
889 cit.
2
Introducing the FAIR Principles for research software
Scientific Data|2022
444 cit.
3
Point Transformer V3: Simpler, Faster, Stronger
Unknown Journal|2024
427 cit.
4
DriveGPT4: Interpretable End-to-End Autonomous Driving Via Large Language Model
IEEE Robotics and Automation Letters|2024
316 cit.
5
FocalClick: Towards Practical Interactive Image Segmentation
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
154 cit.
6
AnyDoor: Zero-shot Object-level Image Customization
Unknown Journal|2024
147 cit.
7
When the Curious Abandon Honesty: Federated Learning Is Not Private
Unknown Journal|2023
113 cit.
8
Bad Characters: Imperceptible NLP Attacks
2022 IEEE Symposium on Security and Privacy (SP)|2022
86 cit.
9
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence|2025
57 cit.
10
Audit data analytics, machine learning, and full population testing
The Journal of Finance and Data Science|2022
47 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Stephany N. Duda
Vanderbilt University Medical Center
2
Barend Mons
Leiden University Medical Center
3
Erhard Rahm
Leipzig University
4
Divesh Srivastava
AT&T (United States)
5
Diane M. Strong
Worcester Polytechnic Institute
6
Philip S. Yu
University of Illinois Chicago
7
Alon Halevy
Google (United States)
8
Petr Sojka
Masaryk University
9
Xuan Zhu
Samsung (China)
10
Philip A. Bernstein
Microsoft Research (United Kingdom)

Current Senior Leaders Papers

1
The REDCap consortium: Building an international community of software platform partners
Journal of Biomedical Informatics|2019
24k cit.
2
The FAIR Guiding Principles for scientific data management and stewardship
Scientific Data|2016
17.8k cit.
3
Beyond Accuracy: What Data Quality Means to Data Consumers
Journal of Management Information Systems|1996
4.5k cit.
4
Software Framework for Topic Modelling with Large Corpora
Unknown Journal|2010
3.8k cit.
5
Learning Entity and Relation Embeddings for Knowledge Graph Completion
Proceedings of the AAAI Conference on Artificial Intelligence|2015
3.6k cit.
6
A survey of approaches to automatic schema matching
The VLDB Journal|2001
3.3k cit.
7
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications
IEEE Transactions on Neural Networks and Learning Systems|2021
2.7k cit.
8
Data mining: an overview from a database perspective
IEEE Transactions on Knowledge and Data Engineering|1996
2.2k cit.
9
Transfer Feature Learning with Joint Distribution Adaptation
Unknown Journal|2013
2k cit.
10
The Unreasonable Effectiveness of Data
IEEE Intelligent Systems|2009
1.8k cit.

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