Leaderboards/Advanced Data Compression Techniques

Advanced Data Compression Techniques

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Dailan He
Chinese University of Hong Kong
2
Mingyu Yang
Changchun Institute of Optics, Fine Mechanics and Physics
3
Danlan Huang
Beijing University of Posts and Telecommunications
4
Renjie Zou
Sichuan University
5
Mikołaj Jankowski
Imperial College London
6
Peiwen Jiang
Southeast University
7
Zongyu Guo
University of Science and Technology of China
8
Yueqi Xie
Princeton University
9
Haotian Wu
Imperial College London
10
David Burth Kurka
Imperial College London

Rising Stars Papers

1
Deep Joint Source-Channel Coding for Adaptive Image Transmission Over MIMO Channels
IEEE Transactions on Wireless Communications|2024
67 cit.
2
Transformer-Aided Wireless Image Transmission With Channel Feedback
IEEE Transactions on Wireless Communications|2024
42 cit.
3
Semantic Satellite Communications Based on Generative Foundation Model
IEEE Journal on Selected Areas in Communications|2025
24 cit.
4
Model Poisoning Attacks to Federated Learning via Multi-Round Consistency
Unknown Journal|2025
17 cit.
5
Semantic Communications Using Foundation Models: Design Approaches and Open Issues
IEEE Wireless Communications|2024
16 cit.
6
RIS-Enhanced Semantic Communications Adaptive to User Requirements
IEEE Transactions on Communications|2024
14 cit.
7
Enhancement of selenium removal in coal-fired flue gas across wet flue gas desulfurization spray tower by internal components-part 1: Demister and wall ring
Journal of Cleaner Production|2024
9 cit.
8
Diffusion-Aided Joint Source Channel Coding for High Realism Wireless Image Transmission
IEEE Transactions on Machine Learning in Communications and Networking|2025
9 cit.
9
Ultra-low temperature removal of element mercury in coal-fired flue gas by activated carbon
Fuel|2025
8 cit.
10
AirNet: Neural Network Transmission Over the Air
IEEE Transactions on Wireless Communications|2024
7 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
R. Kathiravan
Government College of Engineering, Tirunelveli
2
Jarno Vanne
Tampere University
3
Amine Khaldi
Laboratoire de Mathématiques d'Orsay
4
Radu Timofte
ETH Zurich
5
Peter de Rivaz
University of Cambridge
6
Salah Euschi
University of Ouargla
7
Thomas C. Walters
Google DeepMind (United Kingdom)
8
Jingning Han
Google (United States)
9
Alper Koz
Middle East Technical University
10
Haci İlhan
Yıldız Technical University

Emerging Leaders Papers

1
Video super-resolution based on deep learning: a comprehensive survey
Artificial Intelligence Review|2022
220 cit.
2
Single-Model and Any-Modality for Video Object Tracking
Unknown Journal|2024
85 cit.
3
Learned Image Compression With Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules
IEEE Transactions on Image Processing|2023
80 cit.
4
A wavelet based medical image watermarking scheme for secure transmission in telemedicine applications
Microprocessors and Microsystems|2022
56 cit.
5
Towards Real-Time 4K Image Super-Resolution
Unknown Journal|2023
54 cit.
6
Rip Current Segmentation: A Novel Benchmark and YOLOv8 Baseline Results
Unknown Journal|2023
54 cit.
7
Asymmetric Learned Image Compression With Multi-Scale Residual Block, Importance Scaling, and Post-Quantization Filtering
IEEE Transactions on Circuits and Systems for Video Technology|2023
47 cit.
8
Audio-Visual Efficient Conformer for Robust Speech Recognition
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)|2023
43 cit.
9
Medical image watermarking for secure e-healthcare applications
Multimedia Tools and Applications|2022
40 cit.
10
WSRD: A Novel Benchmark for High Resolution Image Shadow Removal
Unknown Journal|2023
39 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Robert M. Gray
Stanford University
2
Thomas Wiegand
Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute
3
Martin Vetterli
National Audiovisual Institute
4
Thomas Wiegand
Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute
5
K.R. Rao
The University of Texas at Arlington
6
Edward H. Adelson
Massachusetts Institute of Technology
7
Touradj Ebrahimi
École Normale Supérieure - PSL
8
Angela Y. Wu
American University
9
Bernd Girod
Stanford University
10
Biing‐Hwang Juang
Georgia Institute of Technology

Current Senior Leaders Papers

1
Overview of the H.264/AVC video coding standard
IEEE Transactions on Circuits and Systems for Video Technology|2003
8.1k cit.
2
Overview of the High Efficiency Video Coding (HEVC) Standard
IEEE Transactions on Circuits and Systems for Video Technology|2012
8.1k cit.
3
An Algorithm for Vector Quantizer Design
IEEE Transactions on Communications|1980
7.2k cit.
4
The Laplacian Pyramid as a Compact Image Code
IRE Transactions on Communications Systems|1983
6k cit.
5
An efficient k-means clustering algorithm: analysis and implementation
IEEE Transactions on Pattern Analysis and Machine Intelligence|2002
5.6k cit.
6
Discrete Cosine Transform
IEEE Transactions on Computers|1974
5k cit.
7
An introduction to hidden Markov models
IEEE ASSP Magazine|1986
4.8k cit.
8
The contourlet transform: an efficient directional multiresolution image representation
IEEE Transactions on Image Processing|2005
3.9k cit.
9
Overview of the Scalable Video Coding Extension of the H.264/AVC Standard
IEEE Transactions on Circuits and Systems for Video Technology|2007
3.5k cit.
10
Spatiotemporal energy models for the perception of motion
Journal of the Optical Society of America A|1985
3.5k cit.

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