Whole-Genome Functional Classification of Genes by Latent Semantic Analysis on Microarray Data. - See-Kiong Ng; Zexuan Zhu 001; Yew-Soon Ong (APBC, 2004)

Memetic Algorithms for Feature Selection on Microarray Data. - Zexuan Zhu 001; Yew-Soon Ong (ISNN (1), 2007)

Markov blanket-embedded genetic algorithm for gene selection. - Zexuan Zhu 001; Yew-Soon Ong; Manoranjan Dash (Pattern Recognit., 2007)

Wrapper-Filter Feature Selection Algorithm Using a Memetic Framework. - Zexuan Zhu 001; Yew-Soon Ong; Manoranjan Dash (IEEE Trans. Syst. Man Cybern. Part B, 2007)

Memetic algorithms for feature/gene selection - Zexuan Zhu 001 (2007)

A fast pruned-extreme learning machine for classification problem. - Hai-Jun Rong; Yew-Soon Ong; Ah-Hwee Tan; Zexuan Zhu 001 (Neurocomputing, 2008)

Affinity propagation based memetic band selection on hyperspectral imagery datasets. - Zexuan Zhu 001; Sen Jia 001; Zhen Ji (IEEE Congress on Evolutionary Computation, 2010)

Towards a Memetic Feature Selection Paradigm [Application Notes]. - Zexuan Zhu 001; Sen Jia 001; Zhen Ji (IEEE Comput. Intell. Mag., 2010)

Identification of Full and Partial Class Relevant Genes. - Zexuan Zhu 001; Yew-Soon Ong; Jacek M. Zurada (IEEE ACM Trans. Comput. Biol. Bioinform., 2010)

PSO based memetic algorithm for face recognition Gabor filters selection. - Jiarui Zhou; Zhen Ji; LinLin Shen; Zexuan Zhu 001; Siping Chen (Memetic Computing, 2011)

Memetic figure selection for cluster expansion in binary alloy systems. - Zexuan Zhu 001; Zhen Ji; Xiaofeng Fan; Jer-Lai Kuo (Memetic Computing, 2011)

Gene Clustering Using Particle Swarm Optimizer Based Memetic Algorithm. - Zhen Ji; Wenmin Liu; Zexuan Zhu 001 (ICSI (1), 2011)

DNA Sequence Compression Using Adaptive Particle Swarm Optimization-Based Memetic Algorithm. - Zexuan Zhu 001; Jiarui Zhou; Zhen Ji; Yuhui Shi 001 (IEEE Trans. Evol. Comput., 2011)

A hybrid evolutionary algorithm for promoter recognition. - Lan Tao; Ning Fan; Zexuan Zhu 001 (BMEI, 2012)

A memory binary particle swarm optimization. - Zhen Ji; Tao Tian; Shan He 001; Zexuan Zhu 001 (IEEE Congress on Evolutionary Computation, 2012)

A crown jewel defense strategy based particle swarm optimization. - Ling Lin; Zhen Ji; Shan He 001; Zexuan Zhu 001 (IEEE Congress on Evolutionary Computation, 2012)

Survival analysis of gene expression data using PSO based radial basis function networks. - Wenmin Liu; Zhen Ji; Shan He 001; Zexuan Zhu 001 (IEEE Congress on Evolutionary Computation, 2012)

Memetic clustering based on particle swarm optimizer and K-means. - Zexuan Zhu 001; Wenmin Liu; Shan He 001; Zhen Ji (IEEE Congress on Evolutionary Computation, 2012)

A Novel Approach to Modelling Protein-Protein Interaction Networks. - Zhuhong You; Ying-Ke Lei; Zhen Ji; Zexuan Zhu 001 (ICSI (2), 2012)

A Coevolutionary Memetic Particle Swarm Optimizer. - Jiarui Zhou; Zhen Ji; Zexuan Zhu 001; Siping Chen (ICSI (1), 2012)

Memetic Three-Dimensional Gabor Feature Extraction for Hyperspectral Imagery Classification. - Zexuan Zhu 001; LinLin Shen; Yiwen Sun; Shan He 001; Zhen Ji (ICSI (1), 2012)

Minimal-redundancy-maximal-relevance feature selection using different relevance measures for omics data classification. - Junshan Yang; Zexuan Zhu 001; Shan He 001; Zhen Ji (CIBCB, 2013)

A SVM-Based System for Predicting Protein-Protein Interactions Using a Novel Representation of Protein Sequences. - Zhuhong You; Zhong Ming 001; Ben Niu; Suping Deng; Zexuan Zhu 001 (ICIC (1), 2013)

Global Path Planning of Wheeled Robots Using a Multi-Objective Memetic Algorithm. - Fangxiao Wang 001; Zexuan Zhu 001 (IDEAL, 2013)

A coevolving memetic algorithm for simultaneous partitional clustering and feature weighting. - Yiwen Sun; Zexuan Zhu 001; Shan He 001; Zhen Ji (Memetic Computing, 2013)

Discriminative Gabor Feature Selection for Hyperspectral Image Classification. - LinLin Shen; Zexuan Zhu 001; Sen Jia 001; Jiasong Zhu; Yiwen Sun (IEEE Geosci. Remote. Sens. Lett., 2013)

Self-configuration single particle optimizer for DNA sequence compression. - Zhen Ji; Jiarui Zhou; Zexuan Zhu 001; Siping Chen (Soft Comput., 2013)

Feature extraction based on trimmed complex network representation for metabolomic data classification. - Yue Chen; Zexuan Zhu 001; Zhen Ji (IEEE Congress on Evolutionary Computation, 2014)

Locality-sensitive hashing based multiobjective memetic algorithm for dynamic pickup and delivery problems. - Fangxiao Wang 001; Yuan Gao; Zexuan Zhu 001 (IEEE Congress on Evolutionary Computation, 2014)

A growing partitional clustering based on particle swarm optimization. - Nuosi Wu; Zexuan Zhu 001; Zhen Ji (IEEE Congress on Evolutionary Computation, 2014)

Using Chou's amphiphilic Pseudo-Amino Acid Composition and Extreme Learning Machine for prediction of Protein-protein interactions. - Qiao-Ying Huang; Zhu-Hong You; Shuai Li 002; Zexuan Zhu 001 (IJCNN, 2014)

HAMMER: automated operation of mass frontier to construct in silico mass spectral fragmentation libraries. - Jiarui Zhou; Ralf J. M. Weber; James William Allwood; Robert Mistrik; Zexuan Zhu 001; Zhen Ji; Siping Chen; Warwick B. Dunn; Shan He 001; Mark R. Viant (Bioinform., 2014)

Compression of next-generation sequencing quality scores using memetic algorithm. - Jiarui Zhou; Zhen Ji; Zexuan Zhu 001; Shan He 001 (BMC Bioinform., 2014)

A Two-Stage Feature Selection Framework for Hyperspectral Image Classification Using Few Labeled Samples. - Sen Jia 001; Zexuan Zhu 001; Linlin Shen; Qingquan Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

A Multimodal Optimization and Surprise Based Consensus Community Detection Algorithm. - Guanbo Jia; Shan He 001; Zexuan Zhu 001; Jing Liu 006; Ke Tang 001 (GECCO (Companion), 2015)

High-throughput DNA sequence data compression. - Zexuan Zhu 001; Yongpeng Zhang; Zhen Ji; Shan He 001; Xiao Yang 019 (Briefings Bioinform., 2015)

CompMap: a reference-based compression program to speed up read mapping to related reference sequences. - Zexuan Zhu 001; Linsen Li; Yongpeng Zhang; Yanli Yang; Xiao Yang 019 (Bioinform., 2015)

Light-weight reference-based compression of FASTQ data. - Yongpeng Zhang; Linsen Li; Yanli Yang; Xiao Yang 019; Shan He 001; Zexuan Zhu 001 (BMC Bioinform., 2015)

Global path planning of wheeled robots using multi-objective memetic algorithms. - Zexuan Zhu 001; Jun Xiao; Jian-Qiang Li 001; Fangxiao Wang 001; Qingfu Zhang 001 (Integr. Comput. Aided Eng., 2015)

A Local Best Particle Swarm Optimization Based on Crown Jewel Defense Strategy. - Jiarui Zhou; Junshan Yang; Ling Lin; Zexuan Zhu 001; Zhen Ji (Int. J. Swarm Intell. Res., 2015)

Global path planning of mobile robots using a memetic algorithm. - Zexuan Zhu 001; Fangxiao Wang 001; Shan He 001; Yiwen Sun (Int. J. Syst. Sci., 2015)

Robust twin boosting for feature selection from high-dimensional omics data with label noise. - Shan He 001; Huanhuan Chen 001; Zexuan Zhu 001; Douglas G. Ward; Helen J. Cooper; Mark R. Viant; John K. Heath; Xin Yao 001 (Inf. Sci., 2015)

Three-dimensional Gabor feature extraction for hyperspectral imagery classification using a memetic framework. - Zexuan Zhu 001; Sen Jia 001; Shan He 001; Yiwen Sun; Zhen Ji; LinLin Shen (Inf. Sci., 2015)

A comparative study on decomposition-based multi-objective evolutionary algorithms for many-objective optimization. - Xiaoliang Ma 001; Junshan Yang; Nuosi Wu; Zhen Ji; Zexuan Zhu 001 (CEC, 2016)

A more efficient method for domain repeat detection in WD-40 proteins. - Nuosi Wu; Jiarui Zhou; Zexuan Zhu 001; Zhen Ji (CEC, 2016)

Multi-objective memetic algorithm for solving pickup and delivery problem with dynamic customer requests and traffic information. - Jun Xiao; Yanming Yang; Xiaoliang Ma 001; Jiarui Zhou; Zexuan Zhu 001 (CEC, 2016)

Metabolomics biomarker discovery using multimodal memetic algorithm and multivariate mutual information based feature selection. - Jiarui Zhou; Zhen Ji; Zexuan Zhu 001; Shan He 001 (CEC, 2016)

Evolutionary multitasking in combinatorial search spaces: A case study in capacitated vehicle routing problem. - Lei Zhou 020; Liang Feng 001; Jinghui Zhong; Yew-Soon Ong; Zexuan Zhu 001; Edwin Hsing-Mean Sha (SSCI, 2016)

A novel adaptive hybrid crossover operator for multiobjective evolutionary algorithm. - Qingling Zhu; Qiuzhen Lin; Zhihua Du; Zhengping Liang; Wenjun Wang 003; Zexuan Zhu 001; Jianyong Chen; Peizhi Huang; Zhong Ming 001 (Inf. Sci., 2016)

A multi-objective memetic algorithm based on locality-sensitive hashing for one-to-many-to-one dynamic pickup-and-delivery problem. - Zexuan Zhu 001; Jun Xiao; Shan He 001; Zhen Ji; Yiwen Sun (Inf. Sci., 2016)

Soft computing in remote sensing image processing. - Yanfei Zhong; Zexuan Zhu 001; Yew-Soon Ong (Soft Comput., 2016)

Cooperative Co-Evolutionary Module Identification With Application to Cancer Disease Module Discovery. - Shan He 001; Guanbo Jia; Zexuan Zhu 001; Dan A. Tennant; Qiang Huang; Ke Tang 001; Jing Liu 006; Mirco Musolesi; John K. Heath; Xin Yao 001 (IEEE Trans. Evol. Comput., 2016)

Multi-objective memetic algorithm based on request prediction for dynamic pickup-and-delivery problems. - Yanming Yang; Yiwen Sun; Zexuan Zhu 001 (CEC, 2017)

Evolutionary Multi-tasking Single-Objective Optimization Based on Cooperative Co-evolutionary Memetic Algorithm. - Qunjian Chen; Xiaoliang Ma 001; Zexuan Zhu 001; Yiwen Sun (CIS, 2017)

G-FQZip: Lossless Reference-Based Compression of FASTQ Files Using GPUs. - Cong Peng; Qingjin Deng; Zhi-an Huang; Yiwen Sun; Zexuan Zhu 001 (CIS, 2017)

Adaptive Memetic Algorithm Based Evolutionary Multi-tasking Single-Objective Optimization. - Qunjian Chen; Xiaoliang Ma 001; Yiwen Sun; Zexuan Zhu 001 (SEAL, 2017)

Multi-objective Memetic Algorithm Based on Three-Dimensional Request Prediction for Dynamic Pickup-and-Delivery Problem with Time Windows. - Yanming Yang; Xiaoliang Ma 001; Yiwen Sun; Zexuan Zhu 001 (SEAL, 2017)

An enhanced artificial bee colony algorithm with adaptive differential operators. - Zhengping Liang; Kaifeng Hu; Quanxiang Zhu; Zexuan Zhu 001 (Appl. Soft Comput., 2017)

LW-FQZip 2: a parallelized reference-based compression of FASTQ files. - Zhi-an Huang; Zhenkun Wen; Qingjin Deng; Ying Chu; Yiwen Sun; Zexuan Zhu 001 (BMC Bioinform., 2017)

Active module identification in intracellular networks using a memetic algorithm with a new binary decoding scheme. - Dong Li 002; Zhisong Pan 003; Guyu Hu; Zexuan Zhu 001; Shan He 001 (BMC Genom., 2017)

Evolutionary Multitasking for Single-objective Continuous Optimization: Benchmark Problems, Performance Metric, and Baseline Results. - Bingshui Da; Yew-Soon Ong; Liang Feng 001; A. K. Qin 001; Abhishek Gupta 001; Zexuan Zhu 001; Chuan-Kang Ting; Ke Tang 001; Xin Yao 001 (CoRR, 2017)

A novel artificial bee colony algorithm with an adaptive population size for numerical function optimization. - Laizhong Cui; Genghui Li; Zexuan Zhu 001; Qiuzhen Lin; Zhenkun Wen; Nan Lu; Ka-Chun Wong; Jianyong Chen (Inf. Sci., 2017)

PBMDA: A novel and effective path-based computational model for miRNA-disease association prediction. - Zhu-Hong You; Zhi-an Huang; Zexuan Zhu 001; Guiying Yan; Zheng-Wei Li 001; Zhenkun Wen; Xing Chen 001 (PLoS Comput. Biol., 2017)

A Similarity-Based Multiobjective Evolutionary Algorithm for Deployment Optimization of Near Space Communication System. - Maoguo Gong; Zhao Wang 011; Zexuan Zhu 001; Licheng Jiao (IEEE Trans. Evol. Comput., 2017)

A Preliminary Study of Adaptive Indicator Based Evolutionary Algorithm for Dynamic Multiobjective Optimization via Autoencoding. - Wei Zhou 001; Liang Feng 001; Siwei Jiang; Shu Zhang 003; Yaqing Hou; Yew-Soon Ong; Zexuan Zhu 001; Kai Liu 001 (CEC, 2018)

A study of similarity measure between tasks for multifactorial evolutionary algorithm. - Lei Zhou 020; Liang Feng 001; Jinghui Zhong; Zexuan Zhu 001; Bingshui Da; Zhou Wu 001 (GECCO (Companion), 2018)

Computational intelligence in optical remote sensing image processing. - Yanfei Zhong; Ailong Ma; Yew-Soon Ong; Zexuan Zhu 001; Liangpei Zhang 001 (Appl. Soft Comput., 2018)

RepLong: de novo repeat identification using long read sequencing data. - Rui Guo 012; Yan-Ran Li 001; Shan He 001; Le Ou-Yang; Yiwen Sun; Zexuan Zhu 001 (Bioinform., 2018)

DroidDet: Effective and robust detection of android malware using static analysis along with rotation forest model. - Hui-Juan Zhu; Zhu-Hong You; Zexuan Zhu 001; Wei-Lei Shi; Xing Chen 001; Li Cheng (Neurocomputing, 2018)

Adaptive multiple-elites-guided composite differential evolution algorithm with a shift mechanism. - Laizhong Cui; Genghui Li; Zexuan Zhu 001; Qiuzhen Lin; Ka-Chun Wong; Jianyong Chen; Nan Lu; Jian Lu 002 (Inf. Sci., 2018)

A novel differential evolution algorithm with a self-adaptation parameter control method by differential evolution. - Laizhong Cui; Genghui Li; Zexuan Zhu 001; Zhenkun Wen; Nan Lu; Jian Lu 002 (Soft Comput., 2018)

On Tchebycheff Decomposition Approaches for Multiobjective Evolutionary Optimization. - Xiaoliang Ma 001; Qingfu Zhang 001; Guangdong Tian; Junshan Yang; Zexuan Zhu 001 (IEEE Trans. Evol. Comput., 2018)

Concept Drift Adaptation by Exploiting Historical Knowledge. - Yu Sun 019; Ke Tang 001; Zexuan Zhu 001; Xin Yao 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

A Reference Point-Based Evolutionary Algorithm for Many-Objective Fuzzy Portfolio Selection. - Jian Chen; Xiaoliang Ma 001; Yiwen Sun; Zexuan Zhu 001 (BIC-TA (1), 2019)

Multimodal Multi-objective Optimization Using A Density-based One-by-One Update Strategy. - Ruizhi Shi; Wu Lin; Qiuzhen Lin; Zexuan Zhu 001; Jianyong Chen (CEC, 2019)

Multifactorial Evolutionary Algorithm Enhanced with Cross-task Search Direction. - Jian Yin 004; Anmin Zhu; Zexuan Zhu 001; Yanan Yu; Xiaoliang Ma 001 (CEC, 2019)

Multifactorial Differential Evolution with Opposition-based Learning for Multi-tasking Optimization. - Yanan Yu; Anmin Zhu; Zexuan Zhu 001; Qiuzhen Lin; Jian Yin 004; Xiaoliang Ma 001 (CEC, 2019)

Multi-objective memetic algorithm based on correlation priority for pickup-and-delivery problems. - Zifeng Zhou; Xiaoliang Ma 001; Zexuan Zhu 001 (CEC, 2019)

Predicting synthetic lethal interactions in human cancers using graph regularized self-representative matrix factorization. - Jiang Huang; Min Wu 008; Fan Lu; Le Ou-Yang; Zexuan Zhu 001 (BMC Bioinform., 2019)

Evolutionary Search with Multiple Utopian Reference Points in Decomposition-Based Multiobjective Optimization. - Wu Lin; Qiuzhen Lin; Zexuan Zhu 001; Jianqiang Li 001; Jianyong Chen; Zhong Ming 001 (Complex., 2019)

A hybrid of genetic transform and hyper-rectangle search strategies for evolutionary multi-tasking. - Zhengping Liang; Jian Zhang; Liang Feng 001; Zexuan Zhu 001 (Expert Syst. Appl., 2019)

Two new reference vector adaptation strategies for many-objective evolutionary algorithms. - Zhengping Liang; Weijun Hou; Xiang Huang; Zexuan Zhu 001 (Inf. Sci., 2019)

Hybrid of memory and prediction strategies for dynamic multiobjective optimization. - Zhengping Liang; Shunxiang Zheng; Zexuan Zhu 001; Shengxiang Yang (Inf. Sci., 2019)

Differential evolution algorithm with dichotomy-based parameter space compression. - Laizhong Cui; Genghui Li; Zexuan Zhu 001; Zhong Ming 001; Zhenkun Wen; Nan Lu (Soft Comput., 2019)

A Survey on Cooperative Co-Evolutionary Algorithms. - Xiaoliang Ma 001; Xiaodong Li 001; Qingfu Zhang 001; Ke Tang 001; Zhengping Liang; Weixin Xie; Zexuan Zhu 001 (IEEE Trans. Evol. Comput., 2019)

Tracking Moving Optima of Dynamic Multi-objective Problem via Prediction in Objective Space. - Wei Zhou 001; Liang Feng 001; Zexuan Zhu 001; Kai Liu 001; Chao Chen 004; Zhou Wu 001 (CEC, 2020)

Multi-objective multi-factorial memetic algorithm based on bone route and large neighborhood local search for VRPTW. - Zifeng Zhou; Xiaoliang Ma 001; Zhengping Liang; Zexuan Zhu 001 (CEC, 2020)

Sparse Multi-task Least-Squares Support Vector Machine. - Xiaoou Zhang; Zexuan Zhu 001 (NCAA, 2020)

ATEN: And/Or tree ensemble for inferring accurate Boolean network topology and dynamics. - Ning Shi; Zexuan Zhu 001; Ke Tang 001; David Parker 001; Shan He 001 (Bioinform., 2020)

A Two stage Adaptive Knowledge Transfer Evolutionary Multi-tasking Based on Population Distribution for Multi/Many-Objective Optimization. - Zhengping Liang; Weiqi Liang; Xiuju Xu; Zexuan Zhu 001 (CoRR, 2020)

Multi-factorial Optimization for Large-scale Virtual Machine Placement in Cloud Computing. - Zhengping Liang; Jian Zhang; Liang Feng 001; Zexuan Zhu 001 (CoRR, 2020)

MUMI: Multitask Module Identification for Biological Networks. - Weiqi Chen; Zexuan Zhu 001; Shan He 001 (IEEE Trans. Evol. Comput., 2020)

A Survey of Weight Vector Adjustment Methods for Decomposition-Based Multiobjective Evolutionary Algorithms. - Xiaoliang Ma 001; Yanan Yu; Xiaodong Li 001; Yutao Qi; Zexuan Zhu 001 (IEEE Trans. Evol. Comput., 2020)

An Adaptive Multi-objective Multifactorial Evolutionary Algorithm Based on Mixture Gaussian Distribution. - Mengfan Xu; Zexuan Zhu 001; Yutao Qi; Lei Wang 018; Xiaoliang Ma 001 (CEC, 2021)

Mix-order Attention Networks for Image Restoration. - Tao Dai 001; Yalei Lv; Bin Chen 011; Zhi Wang 001; Zexuan Zhu 001; Shu-Tao Xia (ACM Multimedia, 2021)

Memetic Algorithm Based on Community Detection for Energy-Efficient Service Migration Optimization in 5G Mobile Edge Computing. - Guo Li; Ling Liu 003; Zhengping Liang; Xiaoliang Ma 001; Zexuan Zhu 001 (PIMRC, 2021)

Inferring Small-Scale Maximum-Entropy Genetic Regulatory Networks by Using DE Algorithm. - Fu Yin; Jiarui Zhou; Zexuan Zhu 001; Xiaoliang Ma 001; Weixin Xie (ICSI (1), 2021)

Improving Evolutionary Multitasking Optimization by Leveraging Inter-Task Gene Similarity and Mirror Transformation. - Xiaoliang Ma 001; Yongjin Zheng; Zexuan Zhu 001; Xiaodong Li 001; Lei Wang 018; Yutao Qi; Junshan Yang (IEEE Comput. Intell. Mag., 2021)

S2A: Scale-Attention-Aware Networks for Video Super-Resolution. - Taian Guo; Tao Dai 001; Ling Liu 003; Zexuan Zhu 001; Shu-Tao Xia (Entropy, 2021)

A feedback-based prediction strategy for dynamic multi-objective evolutionary optimization. - Zhengping Liang; Ya Zou; Shunxiang Zheng; Shengxiang Yang; Zexuan Zhu 001 (Expert Syst. Appl., 2021)

Multi-objective memetic algorithm for core-periphery structure detection in complex network. - Guo Li; Zexuan Zhu 001; Lijia Ma; Xiaoliang Ma 001 (Memetic Comput., 2021)

A many-objective optimization algorithm with mutation strategy based on variable classification and elite individual. - Zhengping Liang; Jiyu Zeng; Ling Liu 003; Zexuan Zhu 001 (Swarm Evol. Comput., 2021)

Decomposition-based multiobjective optimization with bicriteria assisted adaptive operator selection. - Wu Lin; Qiuzhen Lin; Junkai Ji; Zexuan Zhu 001; Carlos A. Coello Coello; Ka-Chun Wong (Swarm Evol. Comput., 2021)

Assistant reference point guided evolutionary algorithm for many-objective fuzzy portfolio selection. - Xiaoliang Ma 001; Jian Chen; Yiwen Sun; Zexuan Zhu 001 (Swarm Evol. Comput., 2021)

Solving Generalized Vehicle Routing Problem With Occasional Drivers via Evolutionary Multitasking. - Liang Feng 001; Lei Zhou 020; Abhishek Gupta 001; Jinghui Zhong; Zexuan Zhu 001; Kay Chen Tan; Alex Kai Qin (IEEE Trans. Cybern., 2021)

A Many-Objective Evolutionary Algorithm Based on a Two-Round Selection Strategy. - Zhengping Liang; Kaifeng Hu; Xiaoliang Ma 001; Zexuan Zhu 001 (IEEE Trans. Cybern., 2021)

An Indicator-Based Many-Objective Evolutionary Algorithm With Boundary Protection. - Zhengping Liang; Tingting Luo; Kaifeng Hu; Xiaoliang Ma 001; Zexuan Zhu 001 (IEEE Trans. Cybern., 2021)

Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation. - Lei Zhou 020; Liang Feng 001; Kay Chen Tan; Jinghui Zhong; Zexuan Zhu 001; Kai Liu 001; Chao Chen 004 (IEEE Trans. Cybern., 2021)

Multimodal Multiobjective Evolutionary Optimization With Dual Clustering in Decision and Objective Spaces. - Qiuzhen Lin; Wu Lin; Zexuan Zhu 001; Maoguo Gong; Jianqiang Li 001; Carlos A. Coello Coello (IEEE Trans. Evol. Comput., 2021)

Identifying Autism Spectrum Disorder From Resting-State fMRI Using Deep Belief Network. - Zhi-An Huang; Zexuan Zhu 001; Chuen Heung Yau; Kay Chen Tan (IEEE Trans. Neural Networks Learn. Syst., 2021)

Identification of Autistic Risk Candidate Genes and Toxic Chemicals via Multilabel Learning. - Zhi-An Huang; Jia Zhang 019; Zexuan Zhu 001; Edmond Qi Wu; Kay Chen Tan (IEEE Trans. Neural Networks Learn. Syst., 2021)

A multifactorial differential evolution with hybrid global and local search strategies. - Mingyu Xu; Yongjin Zheng; Yew-Soon Ong; Zexuan Zhu 001; Xiaoliang Ma 001 (CEC, 2022)

Prediction of biomarker-disease associations based on graph attention network and text representation. - Minghao Yang; Zhi-An Huang; Wenhao Gu; Kun Han; Wenying Pan; Xiao Yang 019; Zexuan Zhu 001 (Briefings Bioinform., 2022)

CURC: a CUDA-based reference-free read compressor. - Shaohui Xie; Xiaotian He; Shan He 001; Zexuan Zhu 001 (Bioinform., 2022)

Multi-objective evolutionary multi-tasking algorithm using cross-dimensional and prediction-based knowledge transfer. - Qunjian Chen; Xiaoliang Ma 001; Yanan Yu; Yiwen Sun; Zexuan Zhu 001 (Inf. Sci., 2022)

Guest editorial. - Yaqing Hou; Yuan Yuan 004; Zexuan Zhu 001 (Memetic Comput., 2022)

A dynamic multi-objective evolutionary algorithm based on polynomial regression and adaptive clustering. - Qiyuan Yu; Qiuzhen Lin; Zexuan Zhu 001; Ka-Chun Wong; Carlos A. Coello Coello (Swarm Evol. Comput., 2022)

Evolutionary Multitasking for Multiobjective Optimization With Subspace Alignment and Adaptive Differential Evolution. - Zhengping Liang; Hao Dong; Cheng Liu; Weiqi Liang; Zexuan Zhu 001 (IEEE Trans. Cybern., 2022)

A Dynamic Multiobjective Evolutionary Algorithm Based on Decision Variable Classification. - Zhengping Liang; Tiancheng Wu; Xiaoliang Ma 001; Zexuan Zhu 001; Shengxiang Yang (IEEE Trans. Cybern., 2022)

Enhanced Multifactorial Evolutionary Algorithm With Meme Helper-Tasks. - Xiaoliang Ma 001; Jian Yin 004; Anmin Zhu; Xiaodong Li 001; Yanan Yu; Lei Wang 018; Yutao Qi; Zexuan Zhu 001 (IEEE Trans. Cybern., 2022)

Evolutionary Many-Task Optimization Based on Multisource Knowledge Transfer. - Zhengping Liang; Xiuju Xu; Ling Liu 003; Yaofeng Tu; Zexuan Zhu 001 (IEEE Trans. Evol. Comput., 2022)

Merged Differential Grouping for Large-Scale Global Optimization. - Xiaoliang Ma 001; Zhitao Huang; Xiaodong Li 001; Lei Wang 018; Yutao Qi; Zexuan Zhu 001 (IEEE Trans. Evol. Comput., 2022)

Multiobjective Evolutionary Multitasking With Two-Stage Adaptive Knowledge Transfer Based on Population Distribution. - Zhengping Liang; Weiqi Liang; Zhiqiang Wang; Xiaoliang Ma 001; Ling Liu 003; Zexuan Zhu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

A Knowledge Transfer-Based Genetic Algorithm for Multi-Target Robotic Arm Control. - Zheng Guo; Zhaoping Yu; Wenbin Pei; Chuan Wang; Yaqing Hou; Chenchen Zhang; Zexuan Zhu 001; Xianneng Li (CEC, 2023)

Adopting Autodock Koto for Virtual Screening of COVID-19. - Zhangfan Yang; Kun Cao; Junkai Ji; Zexuan Zhu 001; Jianqiang Li 001 (ICIC (3), 2023)

AdaptIR: Parameter Efficient Multi-task Adaptation for Pre-trained Image Restoration Models. - Hang Guo 002; Tao Dai 001; Yuanchao Bai; Bin Chen 011; Shu-Tao Xia; Zexuan Zhu 001 (CoRR, 2023)

Network Biomarker Detection From Gene Co-Expression Network Using Gaussian Mixture Model Clustering. - Han Zhang; Zexuan Zhu 001; Hui Li 117; Shan He 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Evolutionary Multitasking for Optimization Based on Generative Strategies. - Zhengping Liang; Yingmiao Zhu; Xiyu Wang; Zhi Li 020; Zexuan Zhu 001 (IEEE Trans. Evol. Comput., 2023)

Inferring sparse genetic regulatory networks based on maximum-entropy probability model and multi-objective memetic algorithm. - Fu Yin; Jiarui Zhou; Weixin Xie; Zexuan Zhu 001 (Memetic Comput., 2023)

Expensive Multiobjective Optimization Based on Information Transfer Surrogate. - Jianping Luo; YongFei Dong; Zexuan Zhu 001; Wenming Cao 001; Xia Li 006 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans. - Zhi-An Huang; Yao Hu 001; Rui Liu 038; Xiaoming Xue 001; Zexuan Zhu 001; Linqi Song; Kay Chen Tan (IEEE Trans. Biomed. Eng., 2023)

Multiobjectivization of Single-Objective Optimization in Evolutionary Computation: A Survey. - Xiaoliang Ma 001; Zhitao Huang; Xiaodong Li 001; Yutao Qi; Lei Wang 018; Zexuan Zhu 001 (IEEE Trans. Cybern., 2023)

An improved Hover-net for nuclear segmentation and classification in histopathology images. - Ji Wang; Lulu Qin; Dan Chen; Juan Wang; Bo-Wei Han; Zexuan Zhu 001; Guangdong Qiao (Neural Comput. Appl., 2023)

MIX-TPI: a flexible prediction framework for TCR-pMHC interactions based on multimodal representations. - Minghao Yang; Zhi-An Huang; Wei Zhou 001; Junkai Ji; Jun Zhang 078; Shan He 001; Zexuan Zhu 001 (Bioinform., 2023)

Dynamic Multi-Objective Optimization Framework With Interactive Evolution for Sequential Recommendation. - Wei Zhou 001; Yong Liu 020; Min Li 056; Yu Wang 108; Zhiqi Shen 001; Liang Feng 001; Zexuan Zhu 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Constrained many-objective evolutionary algorithm based on adaptive infeasible ratio. - Zhengping Liang; Canran Chen; Xiyu Wang; Ling Liu 003; Zexuan Zhu 001 (Memetic Comput., 2023)

Fast Vehicle Routing via Knowledge Transfer in a Reproducing Kernel Hilbert Space. - Yuxiao Huang; Liang Feng 001; Min Li 056; Yu Wang 108; Zexuan Zhu 001; Kay Chen Tan (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Construction of Polar Codes Based on Memetic Algorithm. - Ling Liu 003; Wenhao Yuan 006; Zhengping Liang; Xiaoliang Ma 001; Zexuan Zhu 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

PAIR: protein-aptamer interaction prediction based on language models and contrastive learning framework. - Jun Zhang 078; Zhiqiang Yan; Hao Zeng; Zexuan Zhu 001 (BIBM, 2024)

An Elite Archive-Assisted Multi-Objective Evolutionary Algorithm for mRNA Design. - Wenjing Hong; Cheng Chen 072; Zexuan Zhu 001; Ke Tang 001 (CEC, 2024)

Expensive Optimization Based on Evolutionary Multi-Tasking and Hybrid Restart Strategy. - Zhenyuan Li; Xiaoliang Ma 001; Zexuan Zhu 001; Yueyue Li (CEC, 2024)

Similar Locality Based Transfer Evolutionary Optimization for Minimalistic Attacks. - Wenqiang Ma; Yaqing Hou; Hua Yu 006; Xiangrong Tong; Zexuan Zhu 001; Qiang Zhang 008 (CEC, 2024)

Diversified Sequential Recommendation via Evolutionary Multi-Objective Transfer Optimization. - Wei Zhou 001; Xiaolong Luo; Hongyue Bao; Zexuan Zhu 001 (CAI, 2024)

FreqFormer: Frequency-aware Transformer for Lightweight Image Super-resolution. - Tao Dai 001; Jianping Wang; Hang Guo 002; Jinmin Li; Jinbao Wang; Zexuan Zhu 001 (IJCAI, 2024)

DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting. - Tao Dai 001; Beiliang Wu; Peiyuan Liu; Naiqi Li; Xue Yuerong; Shu-Tao Xia; Zexuan Zhu 001 (NeurIPS, 2024)

Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts. - Hang Guo 002; Tao Dai 001; Yuanchao Bai; Bin Chen 011; Xudong Ren; Zexuan Zhu 001; Shu-Tao Xia (NeurIPS, 2024)

A compressive seeding algorithm in conjunction with reordering-based compression. - Fahu Ji; Qian Zhou; Jue Ruan; Zexuan Zhu 001; Xianming Liu (Bioinform., 2024)

Dockformer: A transformer-based molecular docking paradigm for large-scale virtual screening. - Zhangfan Yang; Junkai Ji; Shan He 001; Jianqiang Li 001; Tiantian He 001; Ruibin Bai; Zexuan Zhu 001; Yew Soon Ong (CoRR, 2024)

Dynamic constrained evolutionary optimization based on deep Q-network. - Zhengping Liang; Ruitai Yang; Jigang Wang; Ling Liu 003; Xiaoliang Ma 001; Zexuan Zhu 001 (Expert Syst. Appl., 2024)

Multi-objective multi-task particle swarm optimization based on objective space division and adaptive transfer. - Zhengping Liang; Jiabiao Yan; Fan Zheng; Jigang Wang; Ling Liu 003; Zexuan Zhu 001 (Expert Syst. Appl., 2024)

CFGN: A Lightweight Context Feature Guided Network for Image Super-Resolution. - Tao Dai 001; Mengxi Ya; Jinmin Li; Xinyi Zhang 008; Shu-Tao Xia; Zexuan Zhu 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Evolutionary Multitasking for Costly Task Offloading in Mobile-Edge Computing Networks. - Chen Yang 011; Qunjian Chen; Zexuan Zhu 001; Zhi-An Huang; Shulin Lan; Liehuang Zhu (IEEE Trans. Evol. Comput., 2024)

A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization Problems. - Jianping Luo; YongFei Dong; Qiqi Liu; Zexuan Zhu 001; Wenming Cao 001; Kay Chen Tan; Yaochu Jin (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Multitask Learning for Joint Diagnosis of Multiple Mental Disorders in Resting-State fMRI. - Zhi-An Huang; Rui Liu 038; Zexuan Zhu 001; Kay Chen Tan (IEEE Trans. Neural Networks Learn. Syst., 2024)

Attention-Like Multimodality Fusion With Data Augmentation for Diagnosis of Mental Disorders Using MRI. - Rui Liu 038; Zhi-An Huang; Yao Hu 001; Zexuan Zhu 001; Ka-Chun Wong; Kay Chen Tan (IEEE Trans. Neural Networks Learn. Syst., 2024)

Multifactorial Evolutionary Algorithm Based on Diffusion Gradient Descent. - Zhaobo Liu; Guo Li; Haili Zhang; Zhengping Liang; Zexuan Zhu 001 (IEEE Trans. Cybern., 2024)

Spatial-Temporal Co-Attention Learning for Diagnosis of Mental Disorders From Resting-State fMRI Data. - Rui Liu 038; Zhi-An Huang; Yao Hu 001; Zexuan Zhu 001; Ka-Chun Wong; Kay Chen Tan (IEEE Trans. Neural Networks Learn. Syst., 2024)

Corrections to "Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation". - Lei Zhou 020; Liang Feng 001; Kay Chen Tan; Jinghui Zhong; Zexuan Zhu 001; Kai Liu 001; Chao Chen 004 (IEEE Trans. Cybern., 2024)

DCSF-KD: Dynamic Channel-wise Spatial Feature Knowledge Distillation for Object Detection. - Tao Dai 001; Yang Lin; Hang Guo 002; Jinbao Wang; Zexuan Zhu 001 (AAAI, 2025)

GCD-Sampling: A General Cross-scale Decoupled Sampling for Point Cloud. - Tao Dai 001; Yanzi Wang; Jianyu Xiong; Yaohua Zha; Shu-Tao Xia; Zexuan Zhu 001 (AAAI, 2025)

CFPLM: Improve Protein-RNA Interaction Prediction with a Collaborative Framework Powered by Language Models. - Jun Zhang 078; Huanchao Feng; Hang Wei 005; Zexuan Zhu 001 (BIBM, 2025)

Multiobjective Clustering-Guided Multitasking for Diversified Sequential Recommendation. - Ruxin Wu; Wei Zhou 001; Junkai Ji; Sijun Peng; Siqin Peng; Zexuan Zhu 001 (CEC, 2025)

DIIN: Diffusion Iterative Implicit Networks for Arbitrary-scale Super-resolution. - Tao Dai 001; Song Wang; Hang Guo 002; Jianping Wang; Zexuan Zhu 001 (IJCAI, 2025)

Improved Lossless Compression based on Polar Codes. - Ling Liu 003; Jin Wang; Chao Chen 013; Lulu Ding; Zexuan Zhu 001; Baoming Bai (ITW, 2025)

INAB: identify nucleic acid binding domain via cross-modal protein language models and multiscale computation. - Jun Zhang 078; Hao Zeng; Junjie Chen 004; Zexuan Zhu 001 (Briefings Bioinform., 2025)

MFD-KD: Multi-Scale Frequency-Driven Knowledge Distillation. - Tao Dai 001; Rongliang Huang; Hang Guo 002; Jinbao Wang; Bo Li 090; Zexuan Zhu 001 (Big Data Min. Anal., 2025)

Quality Scores Compression of Genomic Sequencing Data: A Comprehensive Review and Performance Evaluation. - Yuansheng Liu; Tao Tang; Zexuan Zhu 001; Xiangxiang Zeng; Quan Zou 001; Keqin Li 001 (IEEE Trans. Comput. Biol. Bioinform., 2025)

TG-CDDPM: text-guided antimicrobial peptides generation based on conditional denoising diffusion probabilistic model. - Junhang Cao; Jun Zhang 078; Qiyuan Yu; Junkai Ji; Jianqiang Li 001; Shan He 001; Zexuan Zhu 001 (Briefings Bioinform., 2025)

MDTL-ACP: Anticancer Peptides Prediction Based on Multi-Domain Transfer Learning. - Junhang Cao; Wei Zhou 001; Qiyuan Yu; Junkai Ji; Jun Zhang 078; Shan He 001; Zexuan Zhu 001 (IEEE J. Biomed. Health Informatics, 2025)

A Logic Circuit-Based Intrusion Detection System Using a Dendritic Neural Model Ensemble. - Junkai Ji; Haochang Jin; Jiajun Zhao; Qiuzhen Lin; Jian-Qiang Li 001; Zexuan Zhu 001 (IEEE Comput. Intell. Mag., 2025)

Reimagining Target-Aware Molecular Generation through Retrieval-Enhanced Aligned Diffusion. - Dong Xu 023; Zhangfan Yang; Ka-Chun Wong; Zexuan Zhu 001; Jian-Qiang Li 001; Junkai Ji (CoRR, 2025)

Multifactorial memetic algorithm with adaptive auxiliary tasks for service migration optimization in mobile edge computing. - Guo Li; Zhaobo Liu; Ling Liu 003; Zexuan Zhu 001 (Memetic Comput., 2025)

A Survey on Evolutionary Computation-Based Drug Discovery. - Qiyuan Yu; Qiuzhen Lin; Junkai Ji; Wei Zhou 001; Shan He 001; Zexuan Zhu 001; Kay Chen Tan (IEEE Trans. Evol. Comput., 2025)

A Survey of Deep Learning in Histopathological Nuclear Segmentation. - Lulu Qin; Xiao Yang 019; Xianhong Xu; Zexuan Zhu 001 (IEEE Comput. Intell. Mag., 2025)

FROGENT: An End-to-End Full-process Drug Design Agent. - Qihua Pan; Dong Xu 023; Jenna Xinyi Yao; Lijia Ma; Zexuan Zhu 001; Junkai Ji (CoRR, 2025)

IBEX: Information-Bottleneck-EXplored Coarse-to-Fine Molecular Generation under Limited Data. - Dong Xu 023; Zhangfan Yang; Jenna Xinyi Yao; Shuangbao Song; Zexuan Zhu 001; Junkai Ji (CoRR, 2025)

Evolutionary Dynamic Multiobjective Optimization With Learning Across Problems. - Yuling Xie; Quanwu Zhao; Wei Zhou 001; Zexuan Zhu 001 (IEEE Trans. Evol. Comput., 2025)

Toward Closed-loop Molecular Discovery via Language Model, Property Alignment and Strategic Search. - Junkai Ji; Zhangfan Yang; Dong Xu 023; Ruibin Bai; Jian-Qiang Li 001; Tingjun Hou; Zexuan Zhu 001 (CoRR, 2025)

PepCCD: A Contrastive Conditioned Diffusion Framework for Target-Specific Peptide Generation. - Jun Zhang 078; Yangyang Zhou; Tiantian Zhu; Zexuan Zhu 001 (AAAI, 2026)

Molecular-level protein semantic learning via structure-aware coarse-grained language modeling. - Jun Zhang 078; Xueer Weng; Tiantian Zhu; Yumeng Liu; Zexuan Zhu 001 (Bioinform., 2026)

Multifactorial evolutionary algorithm enhanced by symmetry transformation and ridge regression. - Guoxing Luo; Yan Wang 155; Jihua Fan; Yanhui Li; Lei Wang 018; Yutao Qi; Zexuan Zhu 001; Xiaoliang Ma 001 (Expert Syst. Appl., 2026)

Tumor cell fraction estimation based on tissue region segmentation and nuclear density. - Lulu Qin; Xiao Yang 019; Zhigang Pei; Susan Fotheringham; Xianhong Xu; Zexuan Zhu 001 (Expert Syst. Appl., 2026)

Fast heuristic search algorithms for submodular cost submodular cover under routing constraints. - Miao Yu; Xuefeng Chen 001; Shuang Liu; Liang Feng 001; Xin Cao 001; Zexuan Zhu 001 (Expert Syst. Appl., 2026)

A Survey on the Coding for DNA Storage: Challenges, Algorithms, and Future Directions. - Liwei Mu; Ling Liu 003; Lulu Ding; Zexuan Zhu 001 (IEEE Open J. Commun. Soc., 2026)

Enhancing Pareto Set Learning with evolutionary multi-objective optimization. - Ke Shang 004; Yu Wang 108; Zexuan Zhu 001; Hisao Ishibuchi (Swarm Evol. Comput., 2026)

Hierarchical Evolutionary Multi-Agent Collaboration for Task Offloading Optimization in Computing Power Networks. - Qunjian Chen; Chen Yang 011; Shulin Lan; Zexuan Zhu 001; Liehuang Zhu (IEEE Trans. Cogn. Commun. Netw., 2026)

An Efficient Evolutionary Algorithm for Few-for-Many Optimization. - Ke Shang 004; Hisao Ishibuchi; Zexuan Zhu 001; Qingfu Zhang 001 (CoRR, 2026)

Rethinking Drug-Drug Interaction Modeling as Generalizable Relation Learning. - Dong Xu 023; Jiantao Wu; Qihua Pan; Sisi Yuan; Zexuan Zhu 001; Junkai Ji (CoRR, 2026)

From Tokens to Blocks: A Block-Diffusion Perspective on Molecular Generation. - Qianwei Yang; Dong Xu 023; Zhangfan Yang; Sisi Yuan; Zexuan Zhu 001; Jianqiang Li 001; Junkai Ji (CoRR, 2026)

Unveiling Scaling Behaviors in Molecular Language Models: Effects of Model Size, Data, and Representation. - Dong Xu 023; Qihua Pan; Sisi Yuan; Jianqiang Li; Zexuan Zhu 001; Junkai Ji (CoRR, 2026)

RIGA-Fold: A General Framework for Protein Inverse Folding via Recurrent Interaction and Geometric Awareness. - Sisi Yuan; Jiehuang Chen; Junchuang Cai; Dong Xu 023; Xueliang Li 002; Zexuan Zhu 001; Junkai Ji (CoRR, 2026)

BioLM-Score: Language-Prior Conditioned Probabilistic Geometric Potentials for Protein-Ligand Scoring. - Zhangfan Yang; Baoyun Chen; Dong Xu 023; Jia Wang; Ruibin Bai; Junkai Ji; Zexuan Zhu 001 (CoRR, 2026)

Optimal Linear Crossover for Mitigating Negative Transfer in Evolutionary Multitasking. - Zhaobo Liu; Jianhua Yuan; Haili Zhang; Tao Zeng; Zexuan Zhu 001 (IEEE Trans. Evol. Comput., 2026)

Evolving Jailbreaks: Automated Multi-Objective Long-Tail Attacks on Large Language Models. - Wenjing Hong; Zhonghua Rong; Li Wang; Feng Chang; Jian Zhu; Ke Tang 001; Zexuan Zhu 001; Yew-Soon Ong (CoRR, 2026)

PreferRec: Learning and Transferring Pareto Preferences for Multi-objective Re-ranking. - Wei Zhou 001; Wuyang Li; Junkai Ji; Xueliang Li 002; Wenjing Hong; Zexuan Zhu 001; Xing Tang; Xiuqiang He 002 (CoRR, 2026)

SLSREC: Self-Supervised Contrastive Learning for Adaptive Fusion of Long- and Short-Term User Interests. - Wei Zhou 001; Yue Shen; Junkai Ji; Yinglan Feng; Xing Tang; Xiuqiang He 002; Liang Feng 001; Zexuan Zhu 001 (CoRR, 2026)