Zhenan He

52 papers A* 1B 10Journal 38Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A novel framework for enhancing postpartum hemorrhage prediction: Balanced data preprocessing meets neural network modeling.
Biomed. Signal Process. Control.
Meilin Wang, Gang Zhang, Weili Peng, Yan Gao, Zhenan He, Yang Wang, Weixin Liu, Jing Liu, Yuanyuan Chen
2025 J jnl
Adversarial AutoEncoder-Based Large-Scale Dynamic Multiobjective Evolutionary Algorithm.
IEEE Trans. Evol. Comput.
Chenyang Li, Gary G. Yen, Zhenan He
2025 J jnl
EvolutionViT: Multi-objective evolutionary vision transformer pruning under resource constraints.
Inf. Sci.
Lei Liu, Gary G. Yen, Zhenan He
2025 B conf
Generative Model-Driven Large-Scale Dynamic Multi-Objective Evolutionary Optimization.
CEC
Chenyang Li, Gary G. Yen, Zhenan He
2025 J jnl
Partial Differential Equations Meet Deep Neural Networks: A Survey.
IEEE Trans. Neural Networks Learn. Syst.
Shudong Huang, Wentao Feng, Chenwei Tang, Zhenan He, Caiyang Yu, Jiancheng Lv
2025 J jnl
REaMA: Building Biomedical Relation Extraction Specialized Large Language Models Through Instruction Tuning.
IEEE Trans. Neural Networks Learn. Syst.
Yidan Zhang, Junlin Yu, Guo-Bo Li, Zhenan He, Gary G. Yen
2025 J jnl
Security-Aware Off-Site Distributed Pairwise Protection for MoE-Based Networks.
IEEE Internet Things J.
Chengzong Peng, Yuhang Zhao, Dongbo Liu, Zhenan He, Yimin Zhou, Xiaojun Cao
2025 J jnl
Uncovering Large Language Model Weaknesses in Character and Word Understanding and Manipulating.
IEEE Trans. Neural Networks Learn. Syst.
Yidan Zhang, Zhenan He, Gary G. Yen
2024 J jnl
Attention-based early warning framework for abnormal operating conditions in fluid catalytic cracking units.
Appl. Soft Comput.
Chenwei Tang, Jialiang Huang, Mao Xu, Xu Liu, Fan Yang, Wentao Feng, Zhenan He, Jiancheng Lv
2024 B conf
Conflict-Free Genetic Algorithm with Nash Equilibrium Seeking for Game-Based Battery Swapping Station Recommendation.
SMC
Chang-Long Sun, Xin-Xin Xu, Chun-Hua Chen, Jun Hong, Zhenan He, Dengxiu Yu, Sam Kwong, Zhi-Hui Zhan
2024 — conf
Image Domain Translation for Few-Shot Learning.
ICPR (7)
Liangyuan Chen, Zhenan He, Hai Zhang
2024 J jnl
Improving generalized zero-shot learning via cluster-based semantic disentangling representation.
Pattern Recognit.
Yi Gao, Wentao Feng, Rong Xiao, Lihuo He, Zhenan He, Jiancheng Lv, Chenwei Tang
2024 J jnl
Intelligent pest trap monitoring under uncertainty in food industry.
Swarm Evol. Comput.
Suling Duan, Yong Li, Bin Zhu, Brian Adam, Zhenan He
2024 — conf
Large Language Models Can Not Perform Well in Understanding and Manipulating Natural Language at Both Character and Word Levels?
EMNLP (Findings)
Yidan Zhang, Zhenan He
2024 — conf
Rationales for Answers to Simple Math Word Problems Confuse Large Language Models.
ACL (Findings)
Yidan Zhang, Mingfeng Xue, Dayiheng Liu, Zhenan He
2024 A* conf
Simple Semantic-Aided Few-Shot Learning.
CVPR
Hai Zhang, Junzhe Xu, Shanlin Jiang, Zhenan He
2023 J jnl
A Multiscenario Optimization Evolutionary Algorithm Based on Transfer Framework.
IEEE Trans. Evol. Comput.
Shanlin Jiang, Gary G. Yen, Zhenan He
2023 J jnl
Analysis and Applications of Deep Learning with Finite Samples in Full Life-Cycle Intelligence of Nuclear Power Generation.
CoRR
Chenwei Tang, Wenqiang Zhou, Dong Wang, Caiyang Yu, Zhenan He, Jizhe Zhou, Shudong Huang, Yi Gao, Jianming Chen, Wentao Feng, Jiancheng Lv
2023 J jnl
Attribute Localization and Revision Network for Zero-Shot Learning.
CoRR
Junzhe Xu, Suling Duan, Chenwei Tang, Zhenan He, Jiancheng Lv
2023 J jnl
Open-Set Classification for Signal Diagnosis of Machinery Sensor in Industrial Environment.
IEEE Trans. Ind. Informatics
Jianming Chen, Guangjin Wang, Jiancheng Lv, Zhenan He, Taibo Yang, Chenwei Tang
2023 J jnl
Simple Semantic-Aided Few-Shot Learning.
CoRR
Hai Zhang, Junzhe Xu, Shanlin Jiang, Zhenan He
2023 J jnl
The applications of hybrid approach combining exact method and evolutionary algorithm in combinatorial optimization.
J. Comput. Des. Eng.
Suling Duan, Shanlin Jiang, Huan Dai, Luping Wang, Zhenan He
2022 J jnl
A Data-Driven Column Generation Algorithm For Bin Packing Problem in Manufacturing Industry.
CoRR
Jiahui Duan, Xialiang Tong, Fei Ni, Zhenan He, Lei Chen, Mingxuan Yuan
2022 J jnl
An Improved Dual-Channel Network to Eliminate Catastrophic Forgetting.
IEEE Trans. Syst. Man Cybern. Syst.
Dongbo Liu, Zhenan He, Dongdong Chen, Jiancheng Lv
2022 J jnl
CR-GAN: Automatic craniofacial reconstruction for personal identification.
Pattern Recognit.
Yuan Li, Jian Wang, Weibo Liang, Hui Xue, Zhenan He, Jiancheng Lv, Lin Zhang
2022 J jnl
Compression of deep neural networks: bridging the gap between conventional-based pruning and evolutionary approach.
Neural Comput. Appl.
Yidan Zhang, Guangjin Wang, Taibo Yang, Tianfeng Pang, Zhenan He, Jiancheng Lv
2022 J jnl
Deep learning in nuclear industry: A survey.
Big Data Min. Anal.
Chenwei Tang, Caiyang Yu, Yi Gao, Jianming Chen, Jiaming Yang, Jiulin Lang, Chuan Liu, Ling Zhong, Zhenan He, Jiancheng Lv
2022 J jnl
Multi-objective interval portfolio optimization modeling and solving for margin trading.
Swarm Evol. Comput.
Quying He, Zhenan He, Suling Duan, Yuyanzhen Zhong
2022 J jnl
RMBR: A Regularized Minimum Bayes Risk Reranking Framework for Machine Translation.
CoRR
Yidan Zhang, Yu Wan, Dayiheng Liu, Baosong Yang, Zhenan He
2022 J jnl
Robust Multiobjective Optimization for Vehicle Routing Problem With Time Windows.
IEEE Trans. Cybern.
Jiahui Duan, Zhenan He, Gary G. Yen
2022 J jnl
Zero-Shot Learning via Structure-Aligned Generative Adversarial Network.
IEEE Trans. Neural Networks Learn. Syst.
Chenwei Tang, Zhenan He, Yunxia Li, Jiancheng Lv
2021 J jnl
Evolutionary Algorithm for Knee-Based Multiple Criteria Decision Making.
IEEE Trans. Cybern.
Kai Zhang, Gary G. Yen, Zhenan He
2021 B conf
Improvement of Efficiency in Evolutionary Pruning.
IJCNN
Yidan Zhang, Youheng Zhen, Zhenan He, Gary G. Yen
2021 J jnl
Knee-Based Decision Making and Visualization in Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Zhenan He, Gary G. Yen, Jinliang Ding
2020 J jnl
A Network Framework for Small-Sample Learning.
IEEE Trans. Neural Networks Learn. Syst.
Dongbo Liu, Zhenan He, Dongdong Chen, Jiancheng Lv
2020 J jnl
Evolutionary Multiobjective Optimization With Robustness Enhancement.
IEEE Trans. Evol. Comput.
Zhenan He, Gary G. Yen, Jiancheng Lv
2020 J jnl
Zero-shot learning by mutual information estimation and maximization.
Knowl. Based Syst.
Chenwei Tang, Xue Yang, Jiancheng Lv, Zhenan He
2019 J jnl
Exaggerated portrait caricatures synthesis.
Inf. Sci.
Chenwei Tang, Kun Xu, Zhenan He, Jiancheng Lv
2019 J jnl
Robust Multiobjective Optimization via Evolutionary Algorithms.
IEEE Trans. Evol. Comput.
Zhenan He, Gary G. Yen, Zhang Yi
2018 B conf
A Many-Objective Particle Swarm Optimization Based On Virtual Pareto Front.
CEC
Bolin Wu, Wang Hu, Zhenan He, Min Jiang, Gary G. Yen
2017 B conf
Comparison of visualization approaches in many-objective optimization.
CEC
Zhenan He, Gary G. Yen
2017 J jnl
Many-Objective Evolutionary Algorithms Based on Coordinated Selection Strategy.
IEEE Trans. Evol. Comput.
Zhenan He, Gary G. Yen
2016 B conf
An improved visualization approach in many-objective optimization.
CEC
Zhenan He, Gary G. Yen
2016 J jnl
Many-Objective Evolutionary Algorithm: Objective Space Reduction and Diversity Improvement.
IEEE Trans. Evol. Comput.
Zhenan He, Gary G. Yen
2016 J jnl
Visualization and Performance Metric in Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Zhenan He, Gary G. Yen
2014 J jnl
Comparison of many-objective evolutionary algorithms using performance metrics ensemble.
Adv. Eng. Softw.
Zhenan He, Gary G. Yen
2014 B conf
Diversity improvement in Decomposition-Based Multi-Objective Evolutionary Algorithm for many-objective optimization problems.
SMC
Zhenan He, Gary G. Yen
2014 J jnl
Fuzzy-Based Pareto Optimality for Many-Objective Evolutionary Algorithms.
IEEE Trans. Evol. Comput.
Zhenan He, Gary G. Yen, Jun Zhang
2014 J jnl
Performance Metric Ensemble for Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput.
Gary G. Yen, Zhenan He
2013 B conf
Ranking many-objective Evolutionary Algorithms using performance metrics ensemble.
IEEE Congress on Evolutionary Computation
Zhenan He, Gary G. Yen
2012 B conf
A new fitness evaluation method based on fuzzy logic in multiobjective evolutionary algorithms.
IEEE Congress on Evolutionary Computation
Zhenan He, Gary G. Yen
2011 B conf
An ensemble method for performance metrics in multiobjective evolutionary algorithms.
IEEE Congress on Evolutionary Computation
Zhenan He, Gary G. Yen