Publications

A Multi-Scenario Optimization Evolutionary Algorithm Based on Transfer Framework
Shanlin Jiang, Gary G. Yen, and Zhenan He
IEEE Transactions on Evolutionary Computation, 2022
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Robust Multiobjective Optimization for Vehicle Routing Problem With Time Windows
Jiahui Duan, Zhenan He, and Gary G. Yen
IEEE Transactions on Cybernetics, 2022
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An Improved Dual-Channel Network to Eliminate Catastrophic Forgetting
Dongbo Liu, Zhenan He, Dongdong Chen, and Jiancheng Lv
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022
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Open Set Classification for Signal Diagnosis of Machinery Sensor in Industrial Environment
Jianming Chen, Guangjin Wang, Jiancheng Lv, Zhenan He, Taibo Yang, and Chenwei Tang
IEEE Transactions on Industrial Informatics, 2022
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Knee-Based Decision Making and Visualization in Many-Objective Optimization
Zhenan He, Gary G. Yen, and Jinliang Ding
IEEE Transactions on Evolutionary Computation,, 2021
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Evolutionary Algorithm for Knee-Based Multiple Criteria Decision Making
Kai Zhang, Gary G. Yen, and Zhenan He
IEEE Transactions on Cybernetics, 2021
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Zero-Shot Learning via Structure-Aligned Generative Adversarial Network
Chenwei Tang, Zhenan He, Yunxia Li, and Jiancheng Lv
IEEE Transactions on Neural Networks and Learning Systems, 2021
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A Network Framework for Small-Sample Learning
Dongbo Liu, Zhenan He, Dongdong Chen, and Jiancheng Lv
IEEE Transactions on Neural Networks and Learning Systems, 2020
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Evolutionary Multiobjective Optimization With Robustness Enhancement
Zhenan He, Gary G. Yen, and Jiancheng Lv
IEEE Transactions on Evolutionary Computation, 2020
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Robust Multiobjective Optimization via Evolutionary Algorithms
Zhenan He, Gary G. Yen, and Zhang Yi
IEEE Transactions on Evolutionary Computation, 2019
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Many-Objective Evolutionary Algorithms Based on Coordinated Selection Strategy
Zhenan He and Gary G. Yen
IEEE Transactions on Evolutionary Computation, 2017
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Visualization and Performance Metric in Many-Objective Optimization
Zhenan He and Gary G. Yen
IEEE Transactions on Evolutionary Computation, 2016
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Many-Objective Evolutionary Algorithm: Objective Space Reduction and Diversity Improvement
Zhenan He and Gary G. Yen
IEEE Transactions on Evolutionary Computation, 2016
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Performance Metric Ensemble for Multiobjective Evolutionary Algorithms
Gary G. Yen and Zhenan He
IEEE Transactions on Evolutionary Computation, 2014
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Fuzzy-Based Pareto Optimality for Many-Objective Evolutionary Algorithms
Zhenan He, Gary G. Yen, and Jun Zhang
IEEE Transactions on Evolutionary Computation, 2014
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CR-GAN: Automatic craniofacial reconstruction for personal identification
Yuan Li, Jian Wang, Weibo Liang, Hui Xue, Zhenan He, Jiancheng Lv, and Lin Zhang
Pattern Recognition, 2022
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Zero-shot learning by mutual information estimation and maximization
Chenwei Tang, Xue Yang, Jiancheng Lv, and Zhenan He
Knowledge-Based Systems, 2020
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Exaggerated portrait caricatures synthesis
Chenwei Tang, Kun Xu, Zhenan He, and Jiancheng Lv
Information Sciences, 2019
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