Leaderboards/Advanced Adaptive Filtering Techniques

Advanced Adaptive Filtering Techniques

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Aatka Faryal Riaz
Wissenschaftliches Institut für Infrastruktur und Kommunikationsdienste
2
Hao Zhang
Central China Normal University
3
Haoming Xing
Jiangnan University
4
Guochen Yu
Chinese Academy of Sciences
5
Xiao Zhang
Jiangnan University
6
Lakshminarayana Janjanam
SRM University
7
Xuxiang Fan
University of Electronic Science and Technology of China
8
Yanjiao Wang
Guangdong University of Technology
9
Vincent W. Neo
Imperial College London
10
Ruizhe Cao
South China University of Technology

Rising Stars Papers

1
Highly-efficient filtered hierarchical identification algorithms for multiple-input multiple-output systems with colored noises
Systems & Control Letters|2024
92 cit.
2
Online identification of Hammerstein systems with B‐spline networks
International Journal of Adaptive Control and Signal Processing|2024
57 cit.
3
Online estimation method for extreme learning machine with kernels based on the multi-innovation theory and intelligent optimization strategy
ISA Transactions|2024
30 cit.
4
Adaptive recursive system identification using optimally tuned Kalman filter by the metaheuristic algorithm
Soft Computing|2024
14 cit.
5
Three‐Stage Filtered Gradient Identification Methods for Multivariable ARX Systems With Colored Noise
Optimal Control Applications and Methods|2026
13 cit.
6
Highly efficient moving data window iterative identification for multiple-input multiple-output systems with colored noise
Journal of the Franklin Institute|2026
9 cit.
7
Ks-Net: Multi-Band Joint Speech Restoration and Enhancement Network for 2024 ICASSP SSI Challenge
Unknown Journal|2024
7 cit.
8
BAE-Net: a Low Complexity and High Fidelity Bandwidth-Adaptive Neural Network for Speech Super-Resolution
Unknown Journal|2024
6 cit.
9
Enhanced Acoustic Howling Suppression via Hybrid Kalman Filter and Deep Learning Models
IEEE/ACM Transactions on Audio Speech and Language Processing|2024
6 cit.
10
An Application of Partial Update Kalman Filter for Bilinear System Modelling
Arabian Journal for Science and Engineering|2024
6 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Andriy Mnih
University of Toronto
2
Rafay Azmat Qureshi
Unknown
3
Shan Chang
Donghua University
4
Wenfang Ding
Hubei University of Technology
5
Hongyu Han
Sichuan Normal University
6
Lehman H. Garrison
Flatiron Health (United States)
7
Kazuyoshi Yoshimi
The University of Tokyo
8
Pengcheng Yue
Huazhong University of Science and Technology
9
Tengteng Wang
Shandong First Medical University
10
Shengyang Luan
Jiangsu Normal University

Emerging Leaders Papers

1
Efficient ab initio many-body calculations based on sparse modeling of Matsubara Green's function
SciPost Physics Lecture Notes|2022
32 cit.
2
Automatic Modulation Classification: Decision Tree Based on Error Entropy and Global-Local Feature-Coupling Network Under Mixed Noise and Fading Channels
IEEE Wireless Communications Letters|2022
22 cit.
3
Automatic modulation classification: Cauchy-Score-function-based cyclic correlation spectrum and FC-MLP under mixed noise and fading channels
Digital Signal Processing|2022
21 cit.
4
Insights into the role of titanium sites in cyclohexanone ammoximation over titanium silicalite-1
Molecular Catalysis|2022
18 cit.
5
Multi-task Learning for Speech Emotion and Emotion Intensity Recognition
2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)|2022
15 cit.
6
Design of delayless multi-sampled subband functional link neural network with application to active noise control
Signal Processing|2022
12 cit.
7
MI-YOLO: more information based YOLO for insulator defect detection
Journal of Electronic Imaging|2023
11 cit.
8
Comprehensive <i>Ab Initio</i> Investigation of the Phase Diagram of Quasi-One-Dimensional Molecular Solids
Physical Review Letters|2023
11 cit.
9
Improved Active Disturbance Rejection Control Strategy for LCL-Type Grid-Connected Inverters Based on the Backstepping Method
Electronics|2022
10 cit.
10
Series Arc Fault Characteristics and Detection Method of a Photovoltaic System
Energies|2023
10 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Ali H. Sayed
École Polytechnique Fédérale de Lausanne
2
Saul A. Teukolsky
California Institute of Technology
3
José C. Prı́ncipe
ATLAS Neuroengineering (Belgium)
4
DeLiang Wang
The Ohio State University
5
Marc Moonen
KU Leuven
6
Badong Chen
Xi'an Jiaotong University
7
Jesper Jensen
Aalborg University
8
Georgios B. Giannakis
University of Minnesota
9
Cédric Févotte
Centre National de la Recherche Scientifique
10
Arye Nehorai
Washington University in St. Louis

Current Senior Leaders Papers

1
Savitzky-Golay Smoothing Filters
Computers in Physics|1990
11.8k cit.
2
GW151226: Observation of Gravitational Waves from a 22-Solar-Mass Binary Black Hole Coalescence
Physical Review Letters|2016
3.5k cit.
3
Performance measurement in blind audio source separation
IEEE Transactions on Audio Speech and Language Processing|2006
2.9k cit.
4
MUSIC, maximum likelihood, and Cramer-Rao bound
IEEE Transactions on Acoustics Speech and Signal Processing|1989
2.8k cit.
5
Rotating Black Holes: Locally Nonrotating Frames, Energy Extraction, and Scalar Synchrotron Radiation
The Astrophysical Journal|1972
2.6k cit.
6
An Algorithm for Intelligibility Prediction of Time–Frequency Weighted Noisy Speech
IEEE Transactions on Audio Speech and Language Processing|2011
2.3k cit.
7
Perturbations of a Rotating Black Hole. I. Fundamental Equations for Gravitational, Electromagnetic, and Neutrino-Field Perturbations
The Astrophysical Journal|1973
2.1k cit.
8
Correntropy: Properties and Applications in Non-Gaussian Signal Processing
IEEE Transactions on Signal Processing|2007
1.7k cit.
9
Supervised Speech Separation Based on Deep Learning: An Overview
IEEE/ACM Transactions on Audio Speech and Language Processing|2018
1.5k cit.
10
A simple and general parameterization quantifying performance in fading channels
IEEE Transactions on Communications|2003
1.4k cit.

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