Zexuan Zhu
Orcid: 0000-0003-2991-1628
According to our database1,
Zexuan Zhu
authored at least 142 papers
between 2004 and 2024.
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Bibliography
2024
A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization Problems.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024
Evolutionary Multitasking for Costly Task Offloading in Mobile-Edge Computing Networks.
IEEE Trans. Evol. Comput., April, 2024
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024
2023
IEEE Trans. Emerg. Top. Comput. Intell., October, 2023
IEEE Trans. Syst. Man Cybern. Syst., September, 2023
Constrained many-objective evolutionary algorithm based on adaptive infeasible ratio.
Memetic Comput., September, 2023
Dynamic Multi-Objective Optimization Framework With Interactive Evolution for Sequential Recommendation.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2023
MIX-TPI: a flexible prediction framework for TCR-pMHC interactions based on multimodal representations.
Bioinform., August, 2023
An improved Hover-net for nuclear segmentation and classification in histopathology images.
Neural Comput. Appl., July, 2023
Multiobjectivization of Single-Objective Optimization in Evolutionary Computation: A Survey.
IEEE Trans. Cybern., June, 2023
Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans.
IEEE Trans. Biomed. Eng., April, 2023
IEEE Trans. Syst. Man Cybern. Syst., March, 2023
Inferring sparse genetic regulatory networks based on maximum-entropy probability model and multi-objective memetic algorithm.
Memetic Comput., March, 2023
IEEE Trans. Evol. Comput., 2023
Network Biomarker Detection From Gene Co-Expression Network Using Gaussian Mixture Model Clustering.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
AdaptIR: Parameter Efficient Multi-task Adaptation for Pre-trained Image Restoration Models.
CoRR, 2023
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
2022
Multiobjective Evolutionary Multitasking With Two-Stage Adaptive Knowledge Transfer Based on Population Distribution.
IEEE Trans. Syst. Man Cybern. Syst., 2022
IEEE Trans. Evol. Comput., 2022
IEEE Trans. Evol. Comput., 2022
IEEE Trans. Cybern., 2022
A Dynamic Multiobjective Evolutionary Algorithm Based on Decision Variable Classification.
IEEE Trans. Cybern., 2022
Evolutionary Multitasking for Multiobjective Optimization With Subspace Alignment and Adaptive Differential Evolution.
IEEE Trans. Cybern., 2022
A dynamic multi-objective evolutionary algorithm based on polynomial regression and adaptive clustering.
Swarm Evol. Comput., 2022
Multi-objective evolutionary multi-tasking algorithm using cross-dimensional and prediction-based knowledge transfer.
Inf. Sci., 2022
Prediction of biomarker-disease associations based on graph attention network and text representation.
Briefings Bioinform., 2022
A multifactorial differential evolution with hybrid global and local search strategies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2021
Identification of Autistic Risk Candidate Genes and Toxic Chemicals via Multilabel Learning.
IEEE Trans. Neural Networks Learn. Syst., 2021
Identifying Autism Spectrum Disorder From Resting-State fMRI Using Deep Belief Network.
IEEE Trans. Neural Networks Learn. Syst., 2021
Multimodal Multiobjective Evolutionary Optimization With Dual Clustering in Decision and Objective Spaces.
IEEE Trans. Evol. Comput., 2021
IEEE Trans. Cybern., 2021
IEEE Trans. Cybern., 2021
IEEE Trans. Cybern., 2021
Solving Generalized Vehicle Routing Problem With Occasional Drivers via Evolutionary Multitasking.
IEEE Trans. Cybern., 2021
Assistant reference point guided evolutionary algorithm for many-objective fuzzy portfolio selection.
Swarm Evol. Comput., 2021
Decomposition-based multiobjective optimization with bicriteria assisted adaptive operator selection.
Swarm Evol. Comput., 2021
A many-objective optimization algorithm with mutation strategy based on variable classification and elite individual.
Swarm Evol. Comput., 2021
Multi-objective memetic algorithm for core-periphery structure detection in complex network.
Memetic Comput., 2021
A feedback-based prediction strategy for dynamic multi-objective evolutionary optimization.
Expert Syst. Appl., 2021
Improving Evolutionary Multitasking Optimization by Leveraging Inter-Task Gene Similarity and Mirror Transformation.
IEEE Comput. Intell. Mag., 2021
Inferring Small-Scale Maximum-Entropy Genetic Regulatory Networks by Using DE Algorithm.
Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021
Memetic Algorithm Based on Community Detection for Energy-Efficient Service Migration Optimization in 5G Mobile Edge Computing.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
An Adaptive Multi-objective Multifactorial Evolutionary Algorithm Based on Mixture Gaussian Distribution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
A Survey of Weight Vector Adjustment Methods for Decomposition-Based Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput., 2020
IEEE Trans. Evol. Comput., 2020
Multi-factorial Optimization for Large-scale Virtual Machine Placement in Cloud Computing.
CoRR, 2020
A Two stage Adaptive Knowledge Transfer Evolutionary Multi-tasking Based on Population Distribution for Multi/Many-Objective Optimization.
CoRR, 2020
ATEN: And/Or tree ensemble for inferring accurate Boolean network topology and dynamics.
Bioinform., 2020
Proceedings of the Neural Computing for Advanced Applications, 2020
Towards automated analysis of cognitive presence in MOOC discussions: a manual classification study.
Proceedings of the LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020
Multi-objective multi-factorial memetic algorithm based on bone route and large neighborhood local search for VRPTW.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Tracking Moving Optima of Dynamic Multi-objective Problem via Prediction in Objective Space.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Soft Comput., 2019
Inf. Sci., 2019
Two new reference vector adaptation strategies for many-objective evolutionary algorithms.
Inf. Sci., 2019
A hybrid of genetic transform and hyper-rectangle search strategies for evolutionary multi-tasking.
Expert Syst. Appl., 2019
Evolutionary Search with Multiple Utopian Reference Points in Decomposition-Based Multiobjective Optimization.
Complex., 2019
Predicting synthetic lethal interactions in human cancers using graph regularized self-representative matrix factorization.
BMC Bioinform., 2019
Multi-objective memetic algorithm based on correlation priority for pickup-and-delivery problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Multifactorial Differential Evolution with Opposition-based Learning for Multi-tasking Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Multimodal Multi-objective Optimization Using A Density-based One-by-One Update Strategy.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
A Reference Point-Based Evolutionary Algorithm for Many-Objective Fuzzy Portfolio Selection.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
On Tchebycheff Decomposition Approaches for Multiobjective Evolutionary Optimization.
IEEE Trans. Evol. Comput., 2018
A novel differential evolution algorithm with a self-adaptation parameter control method by differential evolution.
Soft Comput., 2018
Adaptive multiple-elites-guided composite differential evolution algorithm with a shift mechanism.
Inf. Sci., 2018
DroidDet: Effective and robust detection of android malware using static analysis along with rotation forest model.
Neurocomputing, 2018
Bioinform., 2018
Appl. Soft Comput., 2018
A study of similarity measure between tasks for multifactorial evolutionary algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
A Preliminary Study of Adaptive Indicator Based Evolutionary Algorithm for Dynamic Multiobjective Optimization via Autoencoding.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
A Similarity-Based Multiobjective Evolutionary Algorithm for Deployment Optimization of Near Space Communication System.
IEEE Trans. Evol. Comput., 2017
PBMDA: A novel and effective path-based computational model for miRNA-disease association prediction.
PLoS Comput. Biol., 2017
A novel artificial bee colony algorithm with an adaptive population size for numerical function optimization.
Inf. Sci., 2017
Evolutionary Multitasking for Single-objective Continuous Optimization: Benchmark Problems, Performance Metric, and Baseline Results.
CoRR, 2017
Active module identification in intracellular networks using a memetic algorithm with a new binary decoding scheme.
BMC Genom., 2017
BMC Bioinform., 2017
Appl. Soft Comput., 2017
Multi-objective Memetic Algorithm Based on Three-Dimensional Request Prediction for Dynamic Pickup-and-Delivery Problem with Time Windows.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017
Adaptive Memetic Algorithm Based Evolutionary Multi-tasking Single-Objective Optimization.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017
Proceedings of the 13th International Conference on Computational Intelligence and Security, 2017
Evolutionary Multi-tasking Single-Objective Optimization Based on Cooperative Co-evolutionary Memetic Algorithm.
Proceedings of the 13th International Conference on Computational Intelligence and Security, 2017
Multi-objective memetic algorithm based on request prediction for dynamic pickup-and-delivery problems.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Cooperative Co-Evolutionary Module Identification With Application to Cancer Disease Module Discovery.
IEEE Trans. Evol. Comput., 2016
A multi-objective memetic algorithm based on locality-sensitive hashing for one-to-many-to-one dynamic pickup-and-delivery problem.
Inf. Sci., 2016
A novel adaptive hybrid crossover operator for multiobjective evolutionary algorithm.
Inf. Sci., 2016
Evolutionary multitasking in combinatorial search spaces: A case study in capacitated vehicle routing problem.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Metabolomics biomarker discovery using multimodal memetic algorithm and multivariate mutual information based feature selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Multi-objective memetic algorithm for solving pickup and delivery problem with dynamic customer requests and traffic information.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
A comparative study on decomposition-based multi-objective evolutionary algorithms for many-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Three-dimensional Gabor feature extraction for hyperspectral imagery classification using a memetic framework.
Inf. Sci., 2015
Robust twin boosting for feature selection from high-dimensional omics data with label noise.
Inf. Sci., 2015
Int. J. Syst. Sci., 2015
Int. J. Swarm Intell. Res., 2015
Integr. Comput. Aided Eng., 2015
CompMap: a reference-based compression program to speed up read mapping to related reference sequences.
Bioinform., 2015
A Multimodal Optimization and Surprise Based Consensus Community Detection Algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
2014
A Two-Stage Feature Selection Framework for Hyperspectral Image Classification Using Few Labeled Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
BMC Bioinform., 2014
HAMMER: automated operation of mass frontier to construct <i>in silico</i> mass spectral fragmentation libraries.
Bioinform., 2014
Using Chou's amphiphilic Pseudo-Amino Acid Composition and Extreme Learning Machine for prediction of Protein-protein interactions.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Locality-sensitive hashing based multiobjective memetic algorithm for dynamic pickup and delivery problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Feature extraction based on trimmed complex network representation for metabolomic data classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Soft Comput., 2013
IEEE Geosci. Remote. Sens. Lett., 2013
A coevolving memetic algorithm for simultaneous partitional clustering and feature weighting.
Proceedings of the 2013 IEEE Workshop on Memetic Computing, 2013
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013
A SVM-Based System for Predicting Protein-Protein Interactions Using a Novel Representation of Protein Sequences.
Proceedings of the Intelligent Computing Theories - 9th International Conference, 2013
Minimal-redundancy-maximal-relevance feature selection using different relevance measures for omics data classification.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013
2012
Memetic Three-Dimensional Gabor Feature Extraction for Hyperspectral Imagery Classification.
Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012
Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012
Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Survival analysis of gene expression data using PSO based radial basis function networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012
2011
DNA Sequence Compression Using Adaptive Particle Swarm Optimization-Based Memetic Algorithm.
IEEE Trans. Evol. Comput., 2011
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011
Proceedings of the 2011 IEEE Workshop on Memetic Computing, 2011
Proceedings of the 2011 IEEE Workshop on Memetic Computing, 2011
2010
IEEE ACM Trans. Comput. Biol. Bioinform., 2010
IEEE Comput. Intell. Mag., 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2008
Neurocomputing, 2008
2007
IEEE Trans. Syst. Man Cybern. Part B, 2007
Pattern Recognit., 2007
Proceedings of the Advances in Neural Networks, 2007
2004
Whole-Genome Functional Classification of Genes by Latent Semantic Analysis on Microarray Data.
Proceedings of the Second Asia-Pacific Bioinformatics Conference (APBC 2004), 2004