Jian-Yu Li

55 papers A 1B 7Misc 1Journal 36Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel multi-label deep forest algorithm based on elite preservation strategy and multi-layer feature fusion.
J. King Saud Univ. Comput. Inf. Sci.
Tao Li, Jing-Lin Zhou, Jian-Yu Li, Jiu-Cheng Xu
2026 J jnl
Evolutionary Multitask Framework With Bi-Knowledge Transfer for Multimodal Optimization Problems.
IEEE Trans. Evol. Comput.
Hong Zhao, Xu-Hui Ning, Jian-Yu Li, Jing Liu
2026 J jnl
Multiagent Reinforcement Learning Aided Multiobjective Evolutionary Algorithm With Local Higher-Order Information for Community Detection.
IEEE Trans. Comput. Soc. Syst.
Hong Zhao, Haonan Huang, Zhiya Cui, Jian-Yu Li, Jing Liu
2026 J jnl
Tensor-Based Ant Colony Optimization for Set Meal Design in Online-to-Offline Restaurants.
IEEE Trans. Cybern.
Bing Sun, Wei-Jie Yu, Xiao-Fang Liu, Jinghui Zhong, Jian-Yu Li, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2025 J jnl
A Gumbel-Based Selection Data-Driven Evolutionary Algorithm and Its Application to Chinese Text-Based Cheating Official Accounts Mining.
Algorithms
Jiheng Yuan, Jian-Yu Li
2025 J jnl
A Hierarchical and Ensemble Surrogate-Assisted Evolutionary Algorithm With Model Reduction for Expensive Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Qi-Te Yang, Jian-Yu Li, Zhi-Hui Zhan, Yunliang Jiang, Yaochu Jin, Jun Zhang
2025 J jnl
A novel random fast multi-label deep forest classification algorithm.
Neurocomputing
Tao Li, Jie-Xue Jia, Jian-Yu Li, Xian-wei Xin, Jiucheng Xu
2025 J jnl
A probabilistic tournament learning swarm optimizer for large-scale optimization.
Inf. Sci.
Li-Ting Xu, Qiang Yang, Jian-Yu Li, Peilan Xu, Xin Lin, Xu-Dong Gao, Zhenyu Lu, Jun Zhang
2025 J jnl
Artificial intelligence-based methods for protein structure prediction: a survey.
Artif. Intell. Rev.
Zhi-Hui Zhan, Jun Hong, Jian-Yu Li, Cheng Wang, Langchong He, Zongben Xu, Jun Zhang
2025 B conf
Bi-Velocity Coevolutionary Multiswarm Particle Swarm Optimization for Many-Objective Gateway Placement Optimization.
CEC
Zhou-Zhi Lu, Qi-Te Yang, Ke-Jing Du, Jian-Yu Li, Chun-Hua Chen, Qingrui Zhou, Zhi-Hui Zhan
2025 B conf
Comparisons of Some Evolutionary Computation Algorithms for Prompt Optimization in Large Language Models.
SMC
Jian-Yu Li, Tian-Le Jin, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2025 — conf
Generative Evolutionary Computation: An Automatic Gene Targeting Differential Evolution Via Genetic Programming.
GECCO Companion
Yi-Chao Huang, Xin-Xin Xu, Jian-Yu Li, Sam Kwong, Zhi-Hui Zhan, Jun Zhang
2025 Misc conf
Grouping-Based Crowding Differential Evolution Approaches for Multimodal Feature Selection.
ICASSP
Junliu Zhu, Zong-Gan Chen, Jian-Yu Li, Yuncheng Jiang, Zhi-Hui Zhan, Jun Zhang
2025 J jnl
Large-Scale Heliostat Field Optimization for Solar Power Tower System Using Matrix-Based Differential Evolution.
IEEE Trans. Artif. Intell.
Dan-Ting Duan, Jian-Yu Li, Bing Sun, Xiao-Fang Liu, Qiang Yang, Qi-Jia Jiang, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2025 J jnl
Multiple Tasks for Multiple Objectives: A New Multiobjective Optimization Method via Multitask Optimization.
IEEE Trans. Evol. Comput.
Jian-Yu Li, Zhi-Hui Zhan, Yun Li, Jun Zhang
2025 J jnl
Tuple leading differential evolution for black-box optimization.
Expert Syst. Appl.
Guang-Chuan Ma, Qiang Yang, Jian-Yu Li, Hong Zhao, Xu-Dong Gao, Zhenyu Lu, Jun Zhang
2024 J jnl
A Co-evolutionary Multi-population Evolutionary Algorithm for Dynamic Multiobjective Optimization.
Swarm Evol. Comput.
Xin-Xin Xu, Jian-Yu Li, Xiao-Fang Liu, Hui-Li Gong, Xiang-Qian Ding, Sang-Woon Jeon, Zhi-Hui Zhan
2024 J jnl
A Novel Evolutionary Algorithm With Column and Sub-Block Local Search for Sudoku Puzzles.
IEEE Trans. Games
Chuan Wang, Bing Sun, Ke-Jing Du, Jian-Yu Li, Zhi-Hui Zhan, Sang-Woon Jeon, Hua Wang, Jun Zhang
2024 — conf
Gene Targeting Particle Swarm Optimization for Large-Scale Optimization Problem.
CAI
Zhi-Fan Tang, Liu-Yue Luo, Xin-Xin Xu, Jian-Yu Li, Jing Xu, Jing-Hui Zhong, Jun Zhang, Zhi-Hui Zhan
2024 J jnl
Grid Classification-Based Surrogate-Assisted Particle Swarm Optimization for Expensive Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Qi-Te Yang, Zhi-Hui Zhan, Xiao-Fang Liu, Jian-Yu Li, Jun Zhang
2024 — conf
Matrix-Based Ant Colony Optimization.
GECCO Companion
Xu Li, Min Cao, Jian-Yu Li, Jing Xu, Jun Zhang, Zhi-Hui Zhan
2024 B conf
Matrix-Based Ant Colony System for Traveling Salesman Problem.
SMC
Xu Li, Jian-Yu Li, Chun-Hua Chen, Zhi-Hui Zhan, Sam Kwong, Jun Zhang
2024 B conf
Non-Linearly Weighted Pheromone Updating for Ant Colony Optimization.
SMC
Ying-Han Qiu, Qiang Yang, Jian-Yu Li, Ya-Hui Jia, Zi-Jia Wang, Xu-Dong Gao, Zhenyu Lu, Jun Zhang
2024 B conf
Surrogate-Assisted Flip for Evolutionary High-Dimensional Multiobjective Feature Selection.
CEC
Qi-Te Yang, Liu-Yue Luo, Chun-Hua Chen, Jian-Yu Li, Jing-Hui Zhong, Jun Zhang, Zhi-Hui Zhan
2024 J jnl
Tour Multi-Route Planning With Matrix-Based Differential Evolution.
IEEE Trans. Intell. Transp. Syst.
Peifa Sun, Jian-Yu Li, Ming-Yu Li, Zhan-Yang Gao, Hu Jin, Sang-Woon Jeon, Jun Zhang
2023 — conf
A Fuzzy Logic-Based Differential Evolution for Energy-Efficient UAV Path Planning.
ICTC
Yukai Wang, Jian-Yu Li, Peifa Sun, Sang-Woon Jeon
2023 B conf
A Privacy-Preserving Evolutionary Computation Framework for Feature Selection.
WISE
Bing Sun, Jian-Yu Li, Xiao-Fang Liu, Qiang Yang, Zhi-Hui Zhan, Jun Zhang
2023 — conf
A Robust Two-Part Modeling Strategy for Knowledge Graph Enhanced Recommender Systems.
ICACI
Min Gao, Ke-Jing Du, Pei-Yao Zhu, Jian-Yu Li, Hua Wang, Zhi-Hui Zhan
2023 J jnl
A knowledge learning and random pruning-based memetic algorithm for user route planning in bike-sharing system.
Memetic Comput.
Ke-Jing Du, Jian-Yu Li, Hua Wang, Jun Zhang
2023 — conf
Differential Evolution Enhanced by Combining Group Learning and Elite Learning.
ICTC
Guang-Xu Shen, Jian-Yu Li, Peifa Sun, Sang-Woon Jeon, Hu Jin
2023 J jnl
Distributed Differential Evolution With Adaptive Resource Allocation.
IEEE Trans. Cybern.
Jian-Yu Li, Ke-Jing Du, Zhi-Hui Zhan, Hua Wang, Jun Zhang
2023 J jnl
Dual Differential Grouping: A More General Decomposition Method for Large-Scale Optimization.
IEEE Trans. Cybern.
Jian-Yu Li, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang
2023 J jnl
Enhanced Multi-Task Learning and Knowledge Graph-Based Recommender System.
IEEE Trans. Knowl. Data Eng.
Min Gao, Jian-Yu Li, Chun-Hua Chen, Yun Li, Jun Zhang, Zhi-Hui Zhan
2023 J jnl
Graph-Based Deep Decomposition for Overlapping Large-Scale Optimization Problems.
IEEE Trans. Syst. Man Cybern. Syst.
Xin Zhang, Bo-Wen Ding, Xin-Xin Xu, Jian-Yu Li, Zhi-Hui Zhan, Pengjiang Qian, Wei Fang, Kuei-Kuei Lai, Jun Zhang
2023 J jnl
Learning-Aided Evolution for Optimization.
IEEE Trans. Evol. Comput.
Zhi-Hui Zhan, Jian-Yu Li, Sam Kwong, Jun Zhang
2023 B conf
Multi-View Transfer with Marginal and Conditional Alignment for Many-Task Optimization.
CEC
Sheng-Hao Wu, Jian-Yu Li, Zhi-Hui Zhan, Jun Zhang
2023 J jnl
Multi-objective multi-criteria evolutionary algorithm for multi-objective multi-task optimization.
Complex Intell. Syst.
Ke-Jing Du, Jian-Yu Li, Hua Wang, Jun Zhang
2023 A conf
Region-based Evaluation Particle Swarm Optimization with Dual Solution Libraries for Real-time Traffic Signal Timing Optimization.
GECCO
Chi Zhang, Jian-Yu Li, Chun-Hua Chen, Yun Li, Zhi-Hui Zhan
2023 J jnl
Scale adaptive fitness evaluation-based particle swarm optimisation for hyperparameter and architecture optimisation in neural networks and deep learning.
CAAI Trans. Intell. Technol.
Ye-Qun Wang, Jian-Yu Li, Chun-Hua Chen, Jun Zhang, Zhi-Hui Zhan
2023 J jnl
Surrogate-Assisted Hybrid-Model Estimation of Distribution Algorithm for Mixed-Variable Hyperparameters Optimization in Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Jian-Yu Li, Zhi-Hui Zhan, Jin Xu, Sam Kwong, Jun Zhang
2023 — conf
Tour Routes Planning with Matrix-based Differential Evolution.
ICTC
Peifa Sun, Jian-Yu Li, Ming-Yu Li, Zhanyang Gao, Hu Jin, Sang-Woon Jeon, Jun Zhang
2022 J jnl
A Meta-Knowledge Transfer-Based Differential Evolution for Multitask Optimization.
IEEE Trans. Evol. Comput.
Jian-Yu Li, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang
2022 J jnl
A Multipopulation Multiobjective Ant Colony System Considering Travel and Prevention Costs for Vehicle Routing in COVID-19-Like Epidemics.
IEEE Trans. Intell. Transp. Syst.
Jian-Yu Li, Xinyi Deng, Zhi-Hui Zhan, Liang Yu, Kay Chen Tan, Kuei-Kuei Lai, Jun Zhang
2022 J jnl
Compressed-Encoding Particle Swarm Optimization with Fuzzy Learning for Large-Scale Feature Selection.
Symmetry
Jia-Quan Yang, Chun-Hua Chen, Jian-Yu Li, Dong Liu, Tao Li, Zhi-Hui Zhan
2022 J jnl
Evolutionary Computation for Expensive Optimization: A Survey.
Int. J. Autom. Comput.
Jian-Yu Li, Zhi-Hui Zhan, Jun Zhang
2022 J jnl
Evolutionary deep learning: A survey.
Neurocomputing
Zhi-Hui Zhan, Jian-Yu Li, Jun Zhang
2022 J jnl
Matrix-Based Evolutionary Computation.
IEEE Trans. Emerg. Top. Comput. Intell.
Zhi-Hui Zhan, Jun Zhang, Ying Lin, Jian-Yu Li, Ting Huang, Xiao-Qi Guo, Feng-Feng Wei, Sam Kwong, Xinyi Zhang, Rui You
2021 J jnl
Data-Driven Evolutionary Algorithm With Perturbation-Based Ensemble Surrogates.
IEEE Trans. Cybern.
Jian-Yu Li, Zhi-Hui Zhan, Hua Wang, Jun Zhang
2021 — conf
Design of Millimeter Wave Active Array Antenna Module with Embedded System and Calibration of Software Defined Radio Platform.
APWCS
Juinn-Horng Deng, Shou-Kai Liu, Cun-Jhe Liu, Chun-Chih Hou, Chuan-Yi Liu, Meng-Lin Ku, Jian-Yu Li, Joseph Der-Son Deng
2021 J jnl
Efficient Hyperparameter Optimization for Convolution Neural Networks in Deep Learning: A Distributed Particle Swarm Optimization Approach.
Cybern. Syst.
Yu Guo, Jian-Yu Li, Zhi-Hui Zhan
2021 J jnl
Generation-Level Parallelism for Evolutionary Computation: A Pipeline-Based Parallel Particle Swarm Optimization.
IEEE Trans. Cybern.
Jian-Yu Li, Zhi-Hui Zhan, Run-Dong Liu, Chuan Wang, Sam Kwong, Jun Zhang
2021 — conf
Multi-criteria differential evolution: treating multitask optimization as multi-criteria optimization.
GECCO Companion
Jian-Yu Li, Ke-Jing Du, Zhi-Hui Zhan, Hua Wang, Jun Zhang
2021 — conf
Spatial-Temporal Graph Neural Network Framework with Multi-source Local and Global Information Fusion for Traffic Flow Forecasting.
ChineseCSCW (1)
Yuexin Li, Jian-Yu Li, Zi-jia Wang, Zhi-Hui Zhan
2020 J jnl
Boosting Data-Driven Evolutionary Algorithm With Localized Data Generation.
IEEE Trans. Evol. Comput.
Jian-Yu Li, Zhi-Hui Zhan, Chuan Wang, Hu Jin, Jun Zhang
2008 J jnl
High Average-Efficiency Multimode RF Transmitter Using a Hybrid Quadrature Polar Modulator.
IEEE Trans. Circuits Syst. II Express Briefs
Chien-Jung Li, Chi-Tsan Chen, Tzyy-Sheng Horng, Je-Kuan Jau, Jian-Yu Li