| PPLS/D: Parallel Pareto local search based on decomposition J Shi, Q Zhang, J Sun IEEE transactions on cybernetics 50 (3), 1060-1071, 2018 | 48 | 2018 |
| EB-GLS: an improved guided local search based on the big valley structure J Shi, Q Zhang, E Tsang Memetic computing 10, 333-350, 2018 | 19 | 2018 |
| Homotopic convex transformation: A new landscape smoothing method for the traveling salesman problem J Shi, J Sun, Q Zhang, K Ye IEEE Transactions on Cybernetics 52 (1), 495-507, 2020 | 13* | 2020 |
| Using parallel strategies to speed up Pareto local search J Shi, Q Zhang, B Derbel, A Liefooghe, S Verel Simulated Evolution and Learning: 11th International Conference, SEAL 2017 …, 2017 | 13 | 2017 |
| A new cooperative framework for parallel trajectory-based metaheuristics J Shi, Q Zhang Applied Soft Computing 65, 374-386, 2018 | 12 | 2018 |
| Improving pareto local search using cooperative parallelism strategies for multiobjective combinatorial optimization J Shi, J Sun, Q Zhang, H Zhang, Y Fan IEEE Transactions on Cybernetics 54 (4), 2369-2382, 2022 | 10 | 2022 |
| Multi-objectivization inspired metaheuristics for the sum-of-the-parts combinatorial optimization problems J Shi, J Sun, Q Zhang Applied Soft Computing 103, 107157, 2021 | 10 | 2021 |
| A parallel tabu search for the unconstrained binary quadratic programming problem J Shi, Q Zhang, B Derbel, A Liefooghe 2017 IEEE Congress on Evolutionary Computation (CEC), 557-564, 2017 | 10 | 2017 |
| Learning to balance exploration and exploitation in pareto local search for multi-objective combinatorial optimization H Zhang, J Shi, J Sun, Z Xu Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022 | 8 | 2022 |
| Learning unified mutation operator for differential evolution by natural evolution strategies H Zhang, J Sun, Z Xu, J Shi Information Sciences 632, 594-616, 2023 | 7 | 2023 |
| Parallel pareto local search revisited: first experimental results on bi-objective UBQP J Shi, Q Zhang, B Derbel, A Liefooghe, J Sun Proceedings of the Genetic and Evolutionary Computation Conference, 753-760, 2018 | 6 | 2018 |
| Variational reinforcement learning for hyper-parameter tuning of adaptive evolutionary algorithm H Zhang, J Sun, Y Wang, J Shi, Z Xu IEEE Transactions on Emerging Topics in Computational Intelligence 7 (5 …, 2022 | 3 | 2022 |
| A Gradient-based Method for Differential Evolution Parameter Control by Smoothing H Zhang, J Shi, J Sun, AW Mohamed, Z Xu Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024 | 1 | 2024 |
| A New Parallel Cooperative Landscape Smoothing Algorithm and Its Applications on TSP and UBQP W Wang, J Shi, J Sun, A Liefooghe, Q Zhang arXiv preprint arXiv:2401.03237, 2024 | 1 | 2024 |
| Improving Neighborhood Exploration Mechanism to Speed up PLS Y Kang, J Shi, J Sun, Y Fan Proceedings of the Genetic and Evolutionary Computation Conference, 688-694, 2023 | 1 | 2023 |
| Multi-objective techniques for single-objective local search: A case study on traveling salesman problem J Shi, J Sun, Q Zhang International Conference on Evolutionary Multi-Criterion Optimization, 114-125, 2019 | 1 | 2019 |
| Learning Adaptive Subspace Differential Evolution by Evolution Strategies H Zhang, J Shi, J Sun, Z Xu 2024 6th International Conference on Data-driven Optimization of Complex …, 2024 | | 2024 |
| On the effects of smoothing rugged landscape by different toy problems: A case study on UBQP W Wang, J Shi, J Sun, A Liefooghe, Q Zhang, Y Fan 2024 IEEE Congress on Evolutionary Computation (CEC), 01-08, 2024 | | 2024 |
| New techniques to improve neighborhood exploration in pareto local search Y Kang, J Shi, J Sun, Q Zhang, Y Fan Expert Systems with Applications, 124296, 2024 | | 2024 |
Qingfu ZhangChair Professor, FIEEE, City University of Hong KongVerified email at cityu.edu.hk