World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
45
Citations
8520
World Ranking
7190
National Ranking
952

Overview

Zexuan Zhu is affiliated with Shenzhen University in China and has contributed extensively to the fields of computer science and biochemistry, genetics, and molecular biology. The scientist's research primarily focuses on artificial intelligence, molecular biology, computational theory and mathematics, computer vision and pattern recognition, and computer networks and communications.

The main topics of Zhu's work encompass:

  • Advanced Multi-Objective Optimization Algorithms
  • Metaheuristic Optimization Algorithms Research
  • Evolutionary Algorithms and Applications
  • Machine Learning in Bioinformatics
  • Genomics and Phylogenetic Studies
  • Computational Drug Discovery Methods
  • Bioinformatics and Genomic Networks

Zhu has published in a variety of venues, with notable frequency in:

  • IEEE Transactions on Evolutionary Computation
  • IEEE Transactions on Cybernetics
  • IEEE Transactions on Neural Networks and Learning Systems
  • Memetic Computing
  • IEEE Transactions on Emerging Topics in Computational Intelligence

Frequent coauthors in Zhu's research include Xiaoliang Ma, Zhengping Liang, Kay Chen Tan, Liang Feng, and Zhi-An Huang, indicating collaborative work in evolutionary computation and intelligence systems.

Recent publications illustrate the range and focus of Zhu's work in evolutionary computation and machine learning applied to bioinformatics and multiobjective optimization:

  • "Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation," 2020, IEEE Transactions on Cybernetics
  • "Multimodal Multiobjective Evolutionary Optimization With Dual Clustering in Decision and Objective Spaces," 2020, IEEE Transactions on Evolutionary Computation
  • "A Survey of Weight Vector Adjustment Methods for Decomposition-Based Multiobjective Evolutionary Algorithms," 2020, IEEE Transactions on Evolutionary Computation
  • "Identifying Autism Spectrum Disorder From Resting-State fMRI Using Deep Belief Network," 2020, IEEE Transactions on Neural Networks and Learning Systems
  • "Evolutionary Multitasking for Multiobjective Optimization With Subspace Alignment and Adaptive Differential Evolution," 2020, IEEE Transactions on Cybernetics

Zhu also has a book publication with Springer Nature titled Optinformatics in Evolutionary Learning and Optimization released in 2021.

Best Publications

  • Wrapper–Filter Feature Selection Algorithm Using a Memetic Framework

    Zexuan Zhu;Yew-Soon Ong;M. Dash

  • Markov blanket-embedded genetic algorithm for gene selection

    Zexuan Zhu;Yew-Soon Ong;Manoranjan Dash

  • A fast pruned-extreme learning machine for classification problem

    Hai-Jun Rong;Yew-Soon Ong;Ah-Hwee Tan;Zexuan Zhu

  • PBMDA: A novel and effective path-based computational model for miRNA-disease association prediction.

    Zhu-Hong You;Zhi-An Huang;Zexuan Zhu;Gui-Ying Yan

  • A Survey on Cooperative Co-Evolutionary Algorithms

    Xiaoliang Ma;Xiaodong Li;Qingfu Zhang;Ke Tang

  • DroidDet: Effective and robust detection of android malware using static analysis along with rotation forest model

    Hui-Juan Zhu;Zhu-Hong You;Ze-Xuan Zhu;Wei-Lei Shi

  • Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation

    Lei Zhou;Liang Feng;Kay Chen Tan;Jinghui Zhong

  • Computational intelligence in optical remote sensing image processing

    Yanfei Zhong;Ailong Ma;Yew soon Ong;Zexuan Zhu

  • On Tchebycheff Decomposition Approaches for Multiobjective Evolutionary Optimization

    Xiaoliang Ma;Qingfu Zhang;Guangdong Tian;Junshan Yang

  • Multimodal Multiobjective Evolutionary Optimization With Dual Clustering in Decision and Objective Spaces

    Qiuzhen Lin;Wu Lin;Zexuan Zhu;Maoguo Gong

  • Computational models for lncRNA function prediction and functional similarity calculation.

    Xing Chen;Ya-Zhou Sun;Na-Na Guan;Jia Qu

  • An empirical study of multifactorial PSO and multifactorial DE

    L. Feng;W. Zhou;L. Zhou;S. W. Jiang

  • Identifying Autism Spectrum Disorder From Resting-State fMRI Using Deep Belief Network

    Zhi-An Huang;Zexuan Zhu;Chuen Heung Yau;Kay Chen Tan

  • A Survey of Weight Vector Adjustment Methods for Decomposition-Based Multiobjective Evolutionary Algorithms

    Xiaoliang Ma;Yanan Yu;Xiaodong Li;Yutao Qi

  • Concept Drift Adaptation by Exploiting Historical Knowledge

    Yu Sun;Ke Tang;Zexuan Zhu;Xin Yao

  • Hybrid of memory and prediction strategies for dynamic multiobjective optimization

    Zhengping Liang;Shunxiang Zheng;Zexuan Zhu;Shengxiang Yang

  • DNA Sequence Compression Using Adaptive Particle Swarm Optimization-Based Memetic Algorithm

    Zexuan Zhu;Jiarui Zhou;Zhen Ji;Yu-Hui Shi

  • Evolutionary Multitasking for Multiobjective Optimization With Subspace Alignment and Adaptive Differential Evolution.

    Zhengping Liang;Hao Dong;Cheng Liu;Weiqi Liang

  • Solving Generalized Vehicle Routing Problem With Occasional Drivers via Evolutionary Multitasking

    Liang Feng;Lei Zhou;Abhishek Gupta;Jinghui Zhong

  • LRLSHMDA: Laplacian Regularized Least Squares for Human Microbe-Disease Association prediction.

    Fan Wang;Zhi-An Huang;Xing Chen;Zexuan Zhu

  • Adaptive multiple-elites-guided composite differential evolution algorithm with a shift mechanism

    Laizhong Cui;Genghui Li;Genghui Li;Zexuan Zhu;Qiuzhen Lin

  • Three-dimensional Gabor feature extraction for hyperspectral imagery classification using a memetic framework

    Zexuan Zhu;Sen Jia;Shan He;Yiwen Sun

  • Global path planning of wheeled robots using multi-objective memetic algorithms

    Zexuan Zhu;Jun Xiao;Jian-Qiang Li;Fangxiao Wang

Frequent Co-Authors

Liang Feng
Liang Feng Chongqing University
Yew-Soon Ong
Yew-Soon Ong Nanyang Technological University
Zhu-Hong You
Zhu-Hong You Chinese Academy of Sciences
Sen Jia
Sen Jia Shenzhen University
Qiuzhen Lin
Qiuzhen Lin Shenzhen University
Ke Tang
Ke Tang Southern University of Science and Technology
Xin Yao
Xin Yao Lingnan University
Linlin Shen
Linlin Shen Shenzhen University
Xing Chen
Xing Chen Jiangnan University
Lei Wang
Lei Wang Shanghai Jiao Tong University

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