An ensemble method for performance metrics in multiobjective evolutionary algorithms. - Zhenan He 001; Gary G. Yen (IEEE Congress on Evolutionary Computation, 2011)

A new fitness evaluation method based on fuzzy logic in multiobjective evolutionary algorithms. - Zhenan He 001; Gary G. Yen (IEEE Congress on Evolutionary Computation, 2012)

Ranking many-objective Evolutionary Algorithms using performance metrics ensemble. - Zhenan He 001; Gary G. Yen (IEEE Congress on Evolutionary Computation, 2013)

Diversity improvement in Decomposition-Based Multi-Objective Evolutionary Algorithm for many-objective optimization problems. - Zhenan He 001; Gary G. Yen (SMC, 2014)

Comparison of many-objective evolutionary algorithms using performance metrics ensemble. - Zhenan He 001; Gary G. Yen (Adv. Eng. Softw., 2014)

Fuzzy-Based Pareto Optimality for Many-Objective Evolutionary Algorithms. - Zhenan He 001; Gary G. Yen; Jun Zhang 003 (IEEE Trans. Evol. Comput., 2014)

Performance Metric Ensemble for Multiobjective Evolutionary Algorithms. - Gary G. Yen; Zhenan He 001 (IEEE Trans. Evol. Comput., 2014)

An improved visualization approach in many-objective optimization. - Zhenan He 001; Gary G. Yen (CEC, 2016)

Many-Objective Evolutionary Algorithm: Objective Space Reduction and Diversity Improvement. - Zhenan He 001; Gary G. Yen (IEEE Trans. Evol. Comput., 2016)

Visualization and Performance Metric in Many-Objective Optimization. - Zhenan He 001; Gary G. Yen (IEEE Trans. Evol. Comput., 2016)

Comparison of visualization approaches in many-objective optimization. - Zhenan He 001; Gary G. Yen (CEC, 2017)

Many-Objective Evolutionary Algorithms Based on Coordinated Selection Strategy. - Zhenan He 001; Gary G. Yen (IEEE Trans. Evol. Comput., 2017)

A Many-Objective Particle Swarm Optimization Based On Virtual Pareto Front. - Bolin Wu; Wang Hu 001; Zhenan He 001; Min Jiang 005; Gary G. Yen (CEC, 2018)

Exaggerated portrait caricatures synthesis. - Chenwei Tang; Kun Xu; Zhenan He 001; Jiancheng Lv 001 (Inf. Sci., 2019)

Robust Multiobjective Optimization via Evolutionary Algorithms. - Zhenan He 001; Gary G. Yen; Zhang Yi 001 (IEEE Trans. Evol. Comput., 2019)

Zero-shot learning by mutual information estimation and maximization. - Chenwei Tang; Xue Yang; Jiancheng Lv 001; Zhenan He 001 (Knowl. Based Syst., 2020)

Evolutionary Multiobjective Optimization With Robustness Enhancement. - Zhenan He 001; Gary G. Yen; Jiancheng Lv 001 (IEEE Trans. Evol. Comput., 2020)

A Network Framework for Small-Sample Learning. - Dongbo Liu; Zhenan He 001; Dongdong Chen 004; Jiancheng Lv 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Improvement of Efficiency in Evolutionary Pruning. - Yidan Zhang; Youheng Zhen; Zhenan He 001; Gary G. Yen (IJCNN, 2021)

Evolutionary Algorithm for Knee-Based Multiple Criteria Decision Making. - Kai Zhang 002; Gary G. Yen; Zhenan He 001 (IEEE Trans. Cybern., 2021)

Knee-Based Decision Making and Visualization in Many-Objective Optimization. - Zhenan He 001; Gary G. Yen; Jinliang Ding (IEEE Trans. Evol. Comput., 2021)

Deep learning in nuclear industry: A survey. - Chenwei Tang; Caiyang Yu; Yi Gao; Jianming Chen; Jiaming Yang; Jiulin Lang; Chuan Liu; Ling Zhong; Zhenan He 001; Jiancheng Lv 001 (Big Data Min. Anal., 2022)

A Data-Driven Column Generation Algorithm For Bin Packing Problem in Manufacturing Industry. - Jiahui Duan; Xialiang Tong; Fei Ni 001; Zhenan He 001; Lei Chen 031; Mingxuan Yuan (CoRR, 2022)

RMBR: A Regularized Minimum Bayes Risk Reranking Framework for Machine Translation. - Yidan Zhang; Yu Wan 004; Dayiheng Liu; Baosong Yang; Zhenan He 001 (CoRR, 2022)

Compression of deep neural networks: bridging the gap between conventional-based pruning and evolutionary approach. - Yidan Zhang; Guangjin Wang; Taibo Yang; Tianfeng Pang; Zhenan He 001; Jiancheng Lv 001 (Neural Comput. Appl., 2022)

CR-GAN: Automatic craniofacial reconstruction for personal identification. - Yuan Li; Jian Wang 124; Weibo Liang; Hui Xue; Zhenan He 001; Jiancheng Lv 001; Lin Zhang (Pattern Recognit., 2022)

Multi-objective interval portfolio optimization modeling and solving for margin trading. - Quying He; Zhenan He 001; Suling Duan; Yuyanzhen Zhong (Swarm Evol. Comput., 2022)

Robust Multiobjective Optimization for Vehicle Routing Problem With Time Windows. - Jiahui Duan; Zhenan He 001; Gary G. Yen (IEEE Trans. Cybern., 2022)

Zero-Shot Learning via Structure-Aligned Generative Adversarial Network. - Chenwei Tang; Zhenan He 001; Yunxia Li; Jiancheng Lv 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

An Improved Dual-Channel Network to Eliminate Catastrophic Forgetting. - Dongbo Liu; Zhenan He 001; Dongdong Chen 004; Jiancheng Lv 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Attribute Localization and Revision Network for Zero-Shot Learning. - Junzhe Xu 002; Suling Duan; Chenwei Tang; Zhenan He 001; Jiancheng Lv 001 (CoRR, 2023)

Analysis and Applications of Deep Learning with Finite Samples in Full Life-Cycle Intelligence of Nuclear Power Generation. - Chenwei Tang; Wenqiang Zhou; Dong Wang; Caiyang Yu; Zhenan He 001; Jizhe Zhou; Shudong Huang; Yi Gao; Jianming Chen; Wentao Feng; Jiancheng Lv 001 (CoRR, 2023)

Open-Set Classification for Signal Diagnosis of Machinery Sensor in Industrial Environment. - Jianming Chen; Guangjin Wang; Jiancheng Lv 001; Zhenan He 001; Taibo Yang; Chenwei Tang (IEEE Trans. Ind. Informatics, 2023)

The applications of hybrid approach combining exact method and evolutionary algorithm in combinatorial optimization. - Suling Duan; Shanlin Jiang; Huan Dai; Luping Wang; Zhenan He 001 (J. Comput. Des. Eng., 2023)

A Multiscenario Optimization Evolutionary Algorithm Based on Transfer Framework. - Shanlin Jiang; Gary G. Yen; Zhenan He 001 (IEEE Trans. Evol. Comput., 2023)

Rationales for Answers to Simple Math Word Problems Confuse Large Language Models. - Yidan Zhang; Mingfeng Xue; Dayiheng Liu; Zhenan He 001 (ACL (Findings), 2024)

Simple Semantic-Aided Few-Shot Learning. - Hai Zhang; Junzhe Xu 002; Shanlin Jiang; Zhenan He 001 (CVPR, 2024)

Large Language Models Can Not Perform Well in Understanding and Manipulating Natural Language at Both Character and Word Levels? - Yidan Zhang; Zhenan He 001 (EMNLP (Findings), 2024)

Image Domain Translation for Few-Shot Learning. - Liangyuan Chen; Zhenan He 001; Hai Zhang (ICPR (7), 2024)

Conflict-Free Genetic Algorithm with Nash Equilibrium Seeking for Game-Based Battery Swapping Station Recommendation. - Chang-Long Sun; Xin-Xin Xu 001; Chun-Hua Chen; Jun Hong; Zhenan He 001; Dengxiu Yu; Sam Kwong; Zhi-Hui Zhan (SMC, 2024)

Attention-based early warning framework for abnormal operating conditions in fluid catalytic cracking units. - Chenwei Tang; Jialiang Huang; Mao Xu; Xu Liu; Fan Yang; Wentao Feng; Zhenan He 001; Jiancheng Lv 001 (Appl. Soft Comput., 2024)

Improving generalized zero-shot learning via cluster-based semantic disentangling representation. - Yi Gao; Wentao Feng; Rong Xiao 001; Lihuo He; Zhenan He 001; Jiancheng Lv 001; Chenwei Tang (Pattern Recognit., 2024)

Intelligent pest trap monitoring under uncertainty in food industry. - Suling Duan; Yong Li; Bin Zhu; Brian Adam; Zhenan He 001 (Swarm Evol. Comput., 2024)

Generative Model-Driven Large-Scale Dynamic Multi-Objective Evolutionary Optimization. - Chenyang Li 001; Gary G. Yen; Zhenan He 001 (CEC, 2025)

A novel framework for enhancing postpartum hemorrhage prediction: Balanced data preprocessing meets neural network modeling. - Meilin Wang; Gang Zhang; Weili Peng; Yan Gao; Zhenan He 001; Yang Wang; Weixin Liu; Jing Liu; Yuanyuan Chen (Biomed. Signal Process. Control., 2025)

EvolutionViT: Multi-objective evolutionary vision transformer pruning under resource constraints. - Lei Liu 048; Gary G. Yen; Zhenan He 001 (Inf. Sci., 2025)

Adversarial AutoEncoder-Based Large-Scale Dynamic Multiobjective Evolutionary Algorithm. - Chenyang Li 001; Gary G. Yen; Zhenan He 001 (IEEE Trans. Evol. Comput., 2025)

Partial Differential Equations Meet Deep Neural Networks: A Survey. - Shudong Huang; Wentao Feng; Chenwei Tang; Zhenan He 001; Caiyang Yu; Jiancheng Lv 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)