2026 Shengli Xie: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	71	1790	1733	248	245	320	18112

Overview

Shengli Xie is affiliated with Guangdong University of Technology in China. Their research spans key areas within engineering and computer science, with particular focus on subfields including computer vision and pattern recognition, artificial intelligence, electrical and electronic engineering, computer networks and communications, and control and systems engineering.

The scientist's work covers a variety of topics, prominently featuring blind source separation techniques, face and expression recognition, optical measurement and interference techniques, IoT and edge/fog computing, adaptive dynamic programming control, optical coherence tomography applications, and indoor and outdoor localization technologies.

Shengli Xie has contributed to numerous recent papers, including:

Optimal energy management for multi-energy multi-microgrid networks considering carbon emission limitations, 2022, published in Energy
Cooperative Offloading and Resource Management for UAV-Enabled Mobile Edge Computing in Power IoT System, 2020, published in IEEE Transactions on Vehicular Technology
Cooperative P2P Energy Trading in Active Distribution Networks: An MILP-Based Nash Bargaining Solution, 2020, published in IEEE Transactions on Smart Grid
Multi-view clustering by non-negative matrix factorization with co-orthogonal constraints, 2020, published in Knowledge-Based Systems
Uniform Distribution Non-Negative Matrix Factorization for Multiview Clustering, 2020, published in IEEE Transactions on Cybernetics

Their frequent co-authors include:

Zhenni Li
Kan Xie
Jiawen Kang
Zhaoshui He
Guoxu Zhou

Publication venues where Shengli Xie has frequently contributed include:

IEEE Internet of Things Journal
arXiv (Cornell University)
SSRN Electronic Journal
IEEE Transactions on Vehicular Technology
IEEE Transactions on Neural Networks and Learning Systems

Best Publications

Incentive Mechanism for Reliable Federated Learning: A Joint Optimization Approach to Combining Reputation and Contract Theory

Jiawen Kang;Zehui Xiong;Dusit Niyato;Shengli Xie

842
Citations
Blockchain for Secure and Efficient Data Sharing in Vehicular Edge Computing and Networks

Jiawen Kang;Rong Yu;Xumin Huang;Maoqiang Wu

780
Citations
Home M2M networks: Architectures, standards, and QoS improvement

Yan Zhang;Rong Yu;Shengli Xie;Wenqing Yao

547
Citations
Intelligent Edge Computing for IoT-Based Energy Management in Smart Cities

Yi Liu;Chao Yang;Li Jiang;Shengli Xie

545
Citations
Deep Reinforcement Learning for Offloading and Resource Allocation in Vehicle Edge Computing and Networks

Yi Liu;Huimin Yu;Shengli Xie;Yan Zhang

522
Citations
Underdetermined blind source separation based on sparse representation

Yuanqing Li;S. Amari;A. Cichocki;D.W.C. Ho

488
Citations
Cognitive machine-to-machine communications: visions and potentials for the smart grid

Yan Zhang;Rong Yu;Maziar Nekovee;Yi Liu

459
Citations
Gradient-Based Structural Similarity for Image Quality Assessment

Guan-Hao Chen;Chun-Ling Yang;Sheng-Li Xie

380
Citations
Cognitive radio based hierarchical communications infrastructure for smart grid

Rong Yu;Yan Zhang;S. Gjessing;Chau Yuen

329
Citations
An ant colony optimization algorithm for image edge detection

Jing Tian;Weiyu Yu;Shengli Xie

324
Citations
Finite-Time Distributed State Estimation Over Sensor Networks With Round-Robin Protocol and Fading Channels

Yong Xu;Renquan Lu;Peng Shi;Hongyi Li

265
Citations
Peak-to-Average Ratio Constrained Demand-Side Management With Consumer's Preference in Residential Smart Grid

Yi Liu;Chau Yuen;Shisheng Huang;Naveed Ul Hassan

247
Citations
Symmetric Nonnegative Matrix Factorization: Algorithms and Applications to Probabilistic Clustering

Zhaoshui He;Shengli Xie;R. Zdunek;Guoxu Zhou

221
Citations
Reinforcement Learning-Based Adaptive Optimal Exponential Tracking Control of Linear Systems With Unknown Dynamics

Ci Chen;Hamidreza Modares;Kan Xie;Frank L. Lewis

220
Citations
Detecting the Number of Clusters in n-Way Probabilistic Clustering

Zhaoshui He;Andrzej Cichocki;Shengli Xie;Kyuwan Choi

218
Citations
Edge-Based Structural Similarity for Image Quality Assessment

Guan-Hao Chen;Chun-Ling Yang;Lai-Man Po;Sheng-Li Xie

209
Citations
Balancing Power Demand Through EV Mobility in Vehicle-to-Grid Mobile Energy Networks

Rong Yu;Weifeng Zhong;Shengli Xie;Chau Yuen

200
Citations
Efficient Mobility-Aware Task Offloading for Vehicular Edge Computing Networks

Chao Yang;Yi Liu;Xin Chen;Weifeng Zhong

200
Citations
Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data

Guoxu Zhou;Qibin Zhao;Yu Zhang;Tulay Adali

196
Citations
Blind Spectral Unmixing Based on Sparse Nonnegative Matrix Factorization

Zuyuan Yang;Guoxu Zhou;Shengli Xie;Shuxue Ding

191
Citations
Multiview Subspace Clustering via Tensorial t-Product Representation

Ming Yin;Junbin Gao;Shengli Xie;Yi Guo

186
Citations
A Parallel Cooperative Spectrum Sensing in Cognitive Radio Networks

Shengli Xie;Yi Liu;Yan Zhang;Rong Yu

183
Citations

Frequent Co-Authors

Rong Yu Guangdong University of Technology

Guoxu Zhou Guangdong University of Technology

Andrzej Cichocki Systems Research Institute

Yun Zhang Guangdong University of Technology

Zhi Liu Guangdong University of Technology

C. L. Philip Chen South China University of Technology

Chau Yuen Nanyang Technological University

Yong Xiang Deakin University

Junbin Gao University of Sydney

Jiawen Kang Guangdong University of Technology

External Links

Personal website of Shengli Xie Google Scholar page

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