Leaderboards/Advanced Computational Techniques and Applications

Advanced Computational Techniques and Applications

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Peifeng Liu
Huazhong University of Science and Technology
2
César Aybar
Universitat de València
3
Fouad Amer
University of Illinois Urbana-Champaign
4
Jingzhou Chen
Southwest University of Science and Technology
5
Jicun Jiang
Nanjing University of Aeronautics and Astronautics
6
Xianping Ma
Southwest Jiaotong University
7
Yazhong Zhou
Wuhan University
8
Zhehuang Huang
Huaqiao University
9
Abdelmoumene Hechifa
Centre Hospitalo-Universitaire Bab El Oued
10
Peiyuan Liu
Tsinghua University

Rising Stars Papers

1
RS <sup>3</sup> Mamba: Visual State Space Model for Remote Sensing Image Semantic Segmentation
IEEE Geoscience and Remote Sensing Letters|2024
276 cit.
2
A Multilevel Multimodal Fusion Transformer for Remote Sensing Semantic Segmentation
IEEE Transactions on Geoscience and Remote Sensing|2024
213 cit.
3
Joint Knowledge Graph and Large Language Model for Fault Diagnosis and Its Application in Aviation Assembly
IEEE Transactions on Industrial Informatics|2024
138 cit.
4
SAM-Assisted Remote Sensing Imagery Semantic Segmentation With Object and Boundary Constraints
IEEE Transactions on Geoscience and Remote Sensing|2024
114 cit.
5
Large group decision-making with a rough integrated asymmetric cloud model under multi-granularity linguistic environment
Information Sciences|2024
52 cit.
6
CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
Proceedings of the AAAI Conference on Artificial Intelligence|2025
46 cit.
7
Vibration Signal-Based Fusion Residual Attention Model for Power Transformer Fault Diagnosis
IEEE Sensors Journal|2024
41 cit.
8
WFTNet: Exploiting Global and Local Periodicity in Long-Term Time Series Forecasting
Unknown Journal|2024
33 cit.
9
Decomposition-Based Unsupervised Domain Adaptation for Remote Sensing Image Semantic Segmentation
IEEE Transactions on Geoscience and Remote Sensing|2024
32 cit.
10
Adjacent-Scale Multimodal Fusion Networks for Semantic Segmentation of Remote Sensing Data
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing|2024
26 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Yuoguo Luo
Yangtze Normal University
2
Leilei Chang
Hangzhou Dianzi University
3
Wenqun Xiu
Tsinghua University
4
Chao Li
China University of Mining and Technology
5
Liang‐Jun Zhu
University of Wisconsin–Madison
6
Bryan S. Lee
Queensland University of Technology
7
O. M. K. Kassem
National Water Research Center
8
Mohammad Shabaz
Marwadi University
9
Junbo Zhao
Dartmouth College
10
Le Luan
Vietnam Military Medical University

Emerging Leaders Papers

1
Intrusion Detection System for Industrial Internet of Things Based on Deep Reinforcement Learning
Wireless Communications and Mobile Computing|2022
104 cit.
2
A Physics-Guided Graph Convolution Neural Network for Optimal Power Flow
IEEE Transactions on Power Systems|2023
93 cit.
3
Applicability of Internet of Things in Smart Farming
Journal of Food Quality|2022
90 cit.
4
Metaverse Security: Issues, Challenges and a Viable ZTA Model
Electronics|2023
68 cit.
5
Multi-criteria decision making for determining best teaching method using fuzzy analytical hierarchy process
Soft Computing|2022
56 cit.
6
Fast density peaks clustering algorithm based on improved mutual K-nearest-neighbor and sub-cluster merging
Information Sciences|2023
54 cit.
7
CTAB modified SnO₂ PEDOT PSS heterojunction humidity sensor with enhanced sensitivity stability and machine learning evaluation
Scientific Reports|2025
54 cit.
8
Data-Driven Time-Varying Inertia Estimation of Inverter-Based Resources
IEEE Transactions on Power Systems|2022
49 cit.
9
BrainNet: a fusion assisted novel optimal framework of residual blocks and stacked autoencoders for multimodal brain tumor classification
Scientific Reports|2024
48 cit.
10
A Secure Two-Factor Authentication Framework in Cloud Computing
Security and Communication Networks|2022
44 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Kerry Taylor
Chamberlain University
2
Deyi Li
China United Network Communications Group (China)
3
Okan K. Ersoy
Purdue University West Lafayette
4
Yuhua Qian
Shanxi University
5
Fei–Yue Wang
Macau University of Science and Technology
6
John I. Antonov
NOAA National Ocean Service
7
S. A. Yousefi
Shahid Beheshti University
8
Jiye Liang
Shanxi University
9
Hasan Bulut
Ege University
10
Ian Johnson
Yale University

Current Senior Leaders Papers

1
Traffic Flow Prediction With Big Data: A Deep Learning Approach
IEEE Transactions on Intelligent Transportation Systems|2014
3k cit.
2
The SSN ontology of the W3C semantic sensor network incubator group
Journal of Web Semantics|2012
1.4k cit.
3
Blockchain-Enabled Smart Contracts: Architecture, Applications, and Future Trends
IEEE Transactions on Systems Man and Cybernetics Systems|2019
1.1k cit.
4
Geomatics and Information Science of Wuhan University
武汉大学学报 ● 信息科学版|2006
1k cit.
5
Neural Network Approaches Versus Statistical Methods In Classification Of Multisource Remote Sensing Data
IEEE Transactions on Geoscience and Remote Sensing|1990
951 cit.
6
Adaptive Dynamic Programming: An Introduction
IEEE Computational Intelligence Magazine|2009
895 cit.
7
Parallel Control and Management for Intelligent Transportation Systems: Concepts, Architectures, and Applications
IEEE Transactions on Intelligent Transportation Systems|2010
859 cit.
8
How to Use t-SNE Effectively
Distill|2016
852 cit.
9
Generative adversarial networks: introduction and outlook
IEEE/CAA Journal of Automatica Sinica|2017
797 cit.
10
A new cognitive model: Cloud model
International Journal of Intelligent Systems|2009
731 cit.

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