| Evolutionary deep learning: A survey ZH Zhan, JY Li, J Zhang Neurocomputing 483, 42-58, 2022 | 158 | 2022 |
| Boosting data-driven evolutionary algorithm with localized data generation JY Li, ZH Zhan, C Wang, H Jin, J Zhang IEEE Transactions on Evolutionary Computation 24 (5), 923-937, 2020 | 145 | 2020 |
| A meta-knowledge transfer-based differential evolution for multitask optimization JY Li, ZH Zhan, KC Tan, J Zhang IEEE Transactions on Evolutionary Computation 26 (4), 719-734, 2021 | 128 | 2021 |
| Data-driven evolutionary algorithm with perturbation-based ensemble surrogates JY Li, ZH Zhan, H Wang, J Zhang IEEE Transactions on Cybernetics 51 (8), 3925-3937, 2020 | 127 | 2020 |
| Evolutionary computation for expensive optimization: A survey JY Li, ZH Zhan, J Zhang Machine Intelligence Research 19 (1), 3-23, 2022 | 108 | 2022 |
| Distributed differential evolution with adaptive resource allocation JY Li, KJ Du, ZH Zhan, H Wang, J Zhang IEEE transactions on cybernetics 53 (5), 2791-2804, 2022 | 97 | 2022 |
| Matrix-based evolutionary computation ZH Zhan, J Zhang, Y Lin, JY Li, T Huang, XQ Guo, FF Wei, S Kwong, ... IEEE Transactions on Emerging Topics in Computational Intelligence 6 (2 …, 2021 | 96 | 2021 |
| Learning-aided evolution for optimization ZH Zhan, JY Li, S Kwong, J Zhang IEEE Transactions on Evolutionary Computation 27 (6), 1794-1808, 2022 | 82 | 2022 |
| Efficient hyperparameter optimization for convolution neural networks in deep learning: A distributed particle swarm optimization approach Y Guo, JY Li, ZH Zhan Cybernetics and Systems 52 (1), 36-57, 2020 | 82 | 2020 |
| Generation-level parallelism for evolutionary computation: A pipeline-based parallel particle swarm optimization JY Li, ZH Zhan, RD Liu, C Wang, S Kwong, J Zhang IEEE Transactions on Cybernetics 51 (10), 4848-4859, 2020 | 75 | 2020 |
| Enhanced multi-task learning and knowledge graph-based recommender system M Gao, JY Li, CH Chen, Y Li, J Zhang, ZH Zhan IEEE Transactions on Knowledge and Data Engineering 35 (10), 10281-10294, 2023 | 65 | 2023 |
| A multipopulation multiobjective ant colony system considering travel and prevention costs for vehicle routing in COVID-19-like epidemics JY Li, XY Deng, ZH Zhan, L Yu, KC Tan, KK Lai, J Zhang IEEE Transactions on Intelligent Transportation Systems 23 (12), 25062-25076, 2022 | 65 | 2022 |
| Surrogate-assisted hybrid-model estimation of distribution algorithm for mixed-variable hyperparameters optimization in convolutional neural networks JY Li, ZH Zhan, J Xu, S Kwong, J Zhang IEEE Transactions on Neural Networks and Learning Systems 34 (5), 2338-2352, 2021 | 63 | 2021 |
| Dual differential grouping: A more general decomposition method for large-scale optimization JY Li, ZH Zhan, KC Tan, J Zhang IEEE Transactions on Cybernetics 53 (6), 3624-3638, 2022 | 45 | 2022 |
| Scale adaptive fitness evaluation‐based particle swarm optimisation for hyperparameter and architecture optimisation in neural networks and deep learning YQ Wang, JY Li, CH Chen, J Zhang, ZH Zhan CAAI Transactions on Intelligence Technology 8 (3), 849-862, 2023 | 44 | 2023 |
| A Novel Evolutionary Algorithm With Column and Sub-Block Local Search for Sudoku Puzzles C Wang, B Sun, KJ Du, JY Li, ZH Zhan, SW Jeon, H Wang, J Zhang IEEE Transactions on Games 16 (1), 162-172, 2023 | 40 | 2023 |
| Multiple tasks for multiple objectives: A new multiobjective optimization method via multitask optimization JY Li, ZH Zhan, Y Li, J Zhang IEEE Transactions on Evolutionary Computation, 2023 | 35 | 2023 |
| Compressed-encoding particle swarm optimization with fuzzy learning for large-scale feature selection JQ Yang, CH Chen, JY Li, D Liu, T Li, ZH Zhan Symmetry 14 (6), 1142, 2022 | 30 | 2022 |
| Multi-objective multi-criteria evolutionary algorithm for multi-objective multi-task optimization KJ Du, JY Li, H Wang, J Zhang Complex & Intelligent Systems 9 (2), 1211-1228, 2023 | 20 | 2023 |
| Graph-based deep decomposition for overlapping large-scale optimization problems X Zhang, BW Ding, XX Xu, JY Li, ZH Zhan, P Qian, W Fang, KK Lai, ... IEEE Transactions on Systems, Man, and Cybernetics: Systems 53 (4), 2374-2386, 2022 | 16 | 2022 |
Zhi-Hui Zhan（詹志辉）Nankai University, South China University of TechnologyVerified email at nankai.edu.cn