Genghui Li

64 papers A* 1B 2C 2Journal 50Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-Objective Heterogeneous Fleet Vehicle Routing Problem: Formulation and Algorithm.
IEEE Trans. Intell. Transp. Syst.
Yunpeng Ba, Ruihao Zheng, Zhenkun Wang, Genghui Li
2026 J jnl
Relation model-assisted multi-region evolutionary algorithm for expensive constrained optimization.
Expert Syst. Appl.
Yuxi Huang, Genghui Li, Ming Dai, Laizhong Cui, Wangjun Chen, Zhicai Zhu, Yuchao Su, Qiuzhen Lin, Ka-Chun Wong
2025 J jnl
Adaptive Multi/Many-Objective Transformation for Constrained Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Genghui Li, Zhenkun Wang, Weifeng Gao, Laizhong Cui, Qingfu Zhang
2025 — conf
Co-Evolution of Large Language Models and Configuration Strategies to Enhance Surrogate-Assisted Evolutionary Algorithm.
KDD (2)
Lindong Xie, Yang Zhang, Zhixian Tang, Edward Chung, Genghui Li, Zhenkun Wang
2025 J jnl
Customized Evolutionary Expensive Optimization: Efficient Search and Surrogate Strategies for Continuous and Categorical Variables.
IEEE Trans. Syst. Man Cybern. Syst.
Zhenkun Wang, Lindong Xie, Genghui Li, Weifeng Gao, Maoguo Gong, Ling Wang
2025 J jnl
Decoupling Constraint: Task Clone-Based Multitasking Optimization for Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Genghui Li, Zhenkun Wang, Weifeng Gao, Ling Wang
2025 J jnl
Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization.
CoRR
Lindong Xie, Genghui Li, Zhenkun Wang, Edward Chung, Maoguo Gong
2025 J jnl
Multiobjective Optimization Problem With Hardly Dominated Boundaries: Benchmark, Analysis, and Indicator-Based Algorithm.
IEEE Trans. Evol. Comput.
Zhenkun Wang, Kangnian Lin, Genghui Li, Weifeng Gao
2025 J jnl
Multipopulation Optimization With LLM-Driven Knowledge Discovery for Large-Scale HFVRP.
IEEE Trans. Comput. Soc. Syst.
Zhuoliang Xie, Fei Liu, Genghui Li, Zhilin Mao, Yu Zhang, Zhenkun Wang, Qingfu Zhang
2024 J jnl
Batch subproblem coevolution with gaussian process-driven linear models for expensive multi-objective optimization.
Swarm Evol. Comput.
Zhenkun Wang, Yuanyao Chen, Genghui Li, Lindong Xie, Yu Zhang
2024 J jnl
Decomposition gradient descent method for bi-objective optimisation.
Int. J. Bio Inspired Comput.
Jingjing Chen, Genghui Li, Xi Lin
2024 J jnl
Decomposition with adaptive composite norm for evolutionary multi-objective combinatorial optimization.
Swarm Evol. Comput.
Ruihao Zheng, Yin Wu, Genghui Li, Yu Zhang, Zhenkun Wang
2024 A* conf
Gliding over the Pareto Front with Uniform Designs.
NeurIPS
Xiaoyuan Zhang, Genghui Li, Xi Lin, Yichi Zhang, Yifan Chen, Qingfu Zhang
2024 J jnl
MOEA/D with customized replacement neighborhood and dynamic resource allocation for solving 3L-SDHVRP.
Swarm Evol. Comput.
Han Li, Genghui Li, Qiaoyong Jiang, Jiashu Wang, Zhenkun Wang
2024 J jnl
Multi-objective decomposition evolutionary algorithm with objective modification-based dominance and external archive.
Appl. Soft Comput.
Zhenkun Wang, Qingyan Li, Genghui Li, Qingfu Zhang
2024 J jnl
Multi-objective evolutionary algorithm with evolutionary-status-driven environmental selection.
Inf. Sci.
Kangnian Lin, Genghui Li, Qingyan Li, Zhenkun Wang, Hisao Ishibuchi, Hu Zhang
2024 J jnl
Multiobjective Combinatorial Optimization Using a Single Deep Reinforcement Learning Model.
IEEE Trans. Cybern.
Zhenkun Wang, Shunyu Yao, Genghui Li, Qingfu Zhang
2024 J jnl
Objective Extraction for Simplifying Many-Objective Solution Sets.
IEEE Trans. Emerg. Top. Comput. Intell.
Genghui Li, Zhenkun Wang, Jianyong Sun, Qingfu Zhang
2024 J jnl
Pareto Improver: Learning Improvement Heuristics for Multi-Objective Route Planning.
IEEE Trans. Intell. Transp. Syst.
Zhi Zheng, Shunyu Yao, Genghui Li, Linxi Han, Zhenkun Wang
2024 J jnl
Path Planning for Unmanned Aerial Vehicle via Off-Policy Reinforcement Learning With Enhanced Exploration.
IEEE Trans. Emerg. Top. Comput. Intell.
Zhengjun Wang, Weifeng Gao, Genghui Li, Zhenkun Wang, Maoguo Gong
2024 J jnl
Surrogate-Assisted Evolutionary Algorithm With Model and Infill Criterion Auto-Configuration.
IEEE Trans. Evol. Comput.
Lindong Xie, Genghui Li, Zhenkun Wang, Laizhong Cui, Maoguo Gong
2024 — conf
Toward Unknown/Known Cyberattack Detection with a Causal Transformer.
ICIC (2)
Ming Dai, Aimei Kang, ZengRi Zeng, Yuxuan Yang, Bing Huang, Jiayi Peng, Wenjian Luo, Genghui Li
2023 J jnl
Batch Bayesian optimization with adaptive batch acquisition functions via multi-objective optimization.
Swarm Evol. Comput.
Jixiang Chen, Fu Luo, Genghui Li, Zhenkun Wang
2023 B conf
Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation.
IJCNN
Zhongju Yuan, Zhenkun Wang, Genghui Li
2023 J jnl
Differential evolution with an adaptive penalty coefficient mechanism and a search history exploitation mechanism.
Expert Syst. Appl.
Jiaqian Li, Genghui Li, Zhenkun Wang, Laizhong Cui
2023 J jnl
Evolutionary algorithm with individual-distribution search strategy and regression-classification surrogates for expensive optimization.
Inf. Sci.
Genghui Li, Lindong Xie, Zhenkun Wang, Huajun Wang, Maoguo Gong
2023 J jnl
Expensive Optimization via Surrogate-Assisted and Model-Free Evolutionary Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Genghui Li, Zhenkun Wang, Maoguo Gong
2023 J jnl
Fast SVM classifier for large-scale classification problems.
Inf. Sci.
Huajun Wang, Genghui Li, Zhenkun Wang
2023 J jnl
Offline and Online Objective Reduction via Gaussian Mixture Model Clustering.
IEEE Trans. Evol. Comput.
Genghui Li, Zhenkun Wang, Qingfu Zhang, Jianyong Sun
2023 J jnl
RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Zhongju Yuan, Genghui Li, Zhenkun Wang, Jianyong Sun, Ran Cheng
2022 J jnl
A Penalty-Based Differential Evolution for Multimodal Optimization.
IEEE Trans. Cybern.
Zhifang Wei, Weifeng Gao, Genghui Li, Qingfu Zhang
2022 J jnl
A Three-Level Radial Basis Function Method for Expensive Optimization.
IEEE Trans. Cybern.
Genghui Li, Qingfu Zhang, Qiuzhen Lin, Weifeng Gao
2022 — conf
Adaptive Differential Evolution Algorithm with Multiple Gaussian Learning Models.
CICAI (3)
Genghui Li, Qingyan Li, Zhenkun Wang
2022 J jnl
Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation.
CoRR
Zhongju Yuan, Zhenkun Wang, Genghui Li
2022 J jnl
Evolutionary Competitive Multitasking Optimization.
IEEE Trans. Evol. Comput.
Genghui Li, Qingfu Zhang, Zhenkun Wang
2021 C conf
MOEA/D for Multiple Multi-objective Optimization.
EMO
Jingjing Chen, Qingfu Zhang, Genghui Li
2021 J jnl
Multiple Penalties and Multiple Local Surrogates for Expensive Constrained Optimization.
IEEE Trans. Evol. Comput.
Genghui Li, Qingfu Zhang
2021 C conf
Multitask Feature Selection for Objective Reduction.
EMO
Genghui Li, Qingfu Zhang
2021 J jnl
Solving Nonlinear Equation Systems by a Two-Phase Evolutionary Algorithm.
IEEE Trans. Syst. Man Cybern. Syst.
Weifeng Gao, Genghui Li, Qingfu Zhang, Yuting Luo, Zhenkun Wang
2020 J jnl
Differential evolutionary algorithm with an evolutionary state estimation method and a two-level selection mechanism.
Soft Comput.
Yang Li, Genghui Li
2020 J jnl
Multifactorial optimization via explicit multipopulation evolutionary framework.
Inf. Sci.
Genghui Li, Qiuzhen Lin, Weifeng Gao
2019 J jnl
Differential evolution algorithm with dichotomy-based parameter space compression.
Soft Comput.
Laizhong Cui, Genghui Li, Zexuan Zhu, Zhong Ming, Zhenkun Wen, Nan Lu
2019 J jnl
Optimal Design of Passive Control of Space Tethered-Net Capture System.
IEEE Access
Qingquan Chen, Genghui Li, Qingbin Zhang, Qiangang Tang, Guobin Zhang
2019 B conf
Radial Basis Function Assisted Optimization Method with Batch Infill Sampling Criterion for Expensive Optimization.
CEC
Genghui Li, Qingfu Zhang, Jianyong Sun, Zhonghua Han
2018 J jnl
A high accurate localization algorithm with DV-Hop and differential evolution for wireless sensor network.
Appl. Soft Comput.
Laizhong Cui, Chong Xu, Genghui Li, Zhong Ming, Yuhong Feng, Nan Lu
2018 J jnl
A novel artificial bee colony algorithm with local and global information interaction.
Appl. Soft Comput.
Qiuzhen Lin, Miaomiao Zhu, Genghui Li, Wenjun Wang, Laizhong Cui, Jianyong Chen, Jian Lu
2018 J jnl
A novel differential evolution algorithm with a self-adaptation parameter control method by differential evolution.
Soft Comput.
Laizhong Cui, Genghui Li, Zexuan Zhu, Zhenkun Wen, Nan Lu, Jian Lu
2018 J jnl
A smart artificial bee colony algorithm with distance-fitness-based neighbor search and its application.
Future Gener. Comput. Syst.
Laizhong Cui, Kai Zhang, Genghui Li, Xizhao Wang, Shu Yang, Zhong Ming, Joshua Zhexue Huang, Nan Lu
2018 J jnl
Adaptive multiple-elites-guided composite differential evolution algorithm with a shift mechanism.
Inf. Sci.
Laizhong Cui, Genghui Li, Zexuan Zhu, Qiuzhen Lin, Ka-Chun Wong, Jianyong Chen, Nan Lu, Jian Lu
2018 J jnl
An enhanced artificial bee colony algorithm with dual-population framework.
Swarm Evol. Comput.
Laizhong Cui, Genghui Li, Yanli Luo, Fei Chen, Zhong Ming, Nan Lu, Jian Lu
2018 J jnl
Differential Evolution Algorithm With Tracking Mechanism and Backtracking Mechanism.
IEEE Access
Laizhong Cui, Qiuling Huang, Genghui Li, Shu Yang, Zhong Ming, Zhenkun Wen, Nan Lu, Jian Lu
2018 J jnl
Modified Gbest-guided artificial bee colony algorithm with new probability model.
Soft Comput.
Laizhong Cui, Kai Zhang, Genghui Li, Xianghua Fu, Zhenkun Wen, Nan Lu, Jian Lu
2018 — conf
Multipopulation evolution framework for multifactorial optimization.
GECCO (Companion)
Genghui Li, Qingfu Zhang, Weifeng Gao
2017 J jnl
A novel artificial bee colony algorithm with an adaptive population size for numerical function optimization.
Inf. Sci.
Laizhong Cui, Genghui Li, Zexuan Zhu, Qiuzhen Lin, Zhenkun Wen, Nan Lu, Ka-Chun Wong, Jianyong Chen
2017 J jnl
A ranking-based adaptive artificial bee colony algorithm for global numerical optimization.
Inf. Sci.
Laizhong Cui, Genghui Li, Xizhao Wang, Qiuzhen Lin, Jianyong Chen, Nan Lu, Jian Lu
2017 J jnl
Artificial bee colony algorithm with gene recombination for numerical function optimization.
Appl. Soft Comput.
Genghui Li, Laizhong Cui, Xianghua Fu, Zhenkun Wen, Nan Lu, Jian Lu
2017 — conf
Multi-population Based Search Strategy Ensemble Artificial Bee Colony Algorithm with a Novel Resource Allocation Mechanism.
ICONIP (4)
Liu Wu, Zhiwei Sun, Kai Zhang, Genghui Li, Ping Wang
2016 J jnl
A novel artificial bee colony algorithm with depth-first search framework and elite-guided search equation.
Inf. Sci.
Laizhong Cui, Genghui Li, Qiuzhen Lin, Zhihua Du, Weifeng Gao, Jianyong Chen, Nan Lu
2016 J jnl
A novel hybrid differential evolution algorithm with modified CoDE and JADE.
Appl. Soft Comput.
Genghui Li, Qiuzhen Lin, Laizhong Cui, Zhihua Du, Zhengping Liang, Jianyong Chen, Nan Lu, Zhong Ming
2016 J jnl
Adaptive differential evolution algorithm with novel mutation strategies in multiple sub-populations.
Comput. Oper. Res.
Laizhong Cui, Genghui Li, Qiuzhen Lin, Jianyong Chen, Nan Lu
2016 — conf
Artificial Bee Colony Algorithm Based on Neighboring Information Learning.
ICONIP (3)
Laizhong Cui, Genghui Li, Qiuzhen Lin, Jianyong Chen, Nan Lu, Guanjing Zhang
2016 — conf
Artificial Bee Colony Algorithm with Hierarchical Groups for Global Numerical Optimization.
SmartCom
Laizhong Cui, Yanli Luo, Genghui Li, Nan Lu
2015 — conf
CPPStreaming: A Cloud-Assisted Peer-to-Peer Live Streaming System.
HPCC/CSS/ICESS
Laizhong Cui, Genghui Li, Xianghua Fu, Nan Lu
2015 — conf
Enhance Differential Evolution Algorithm Based on Novel Mutation Strategy and Parameter Control Method.
ICONIP (1)
Laizhong Cui, Genghui Li, Li Li, Qiuzhen Lin, Jianyong Chen, Nan Lu