谷歌学术个人主页：‪Jialong Shi (石家隆)‬ - ‪Google 学术搜索‬

论文相关源代码见GitHub主页： JialongShi (github.com)

第一作者期刊论文：

[1] Jialong Shi; Jianyong Sun; Qingfu Zhang Haotian Zhang; Ye Fan; Improving Pareto Local Search Using Cooperative Parallelism Strategies for Multiobjective Combinatorial Optimization, IEEE Transactions on Cybernetics, 2022. (IF:19.118)

[2] Jialong Shi; Jianyong Sun; Qingfu Zhang, Multi-Objectivization Inspired Metaheuristics for the Sum-of-the-Parts Combinatorial Optimization Problems, Applied Soft Computing, 2021, 103: 1-20. (IF:8.263)

[3] Jialong Shi, Jianyong Sun, Qingfu Zhang, Kai Ye, Homotopic Convex Transformation: A New Landscape Smoothing Method for the Traveling Salesman Problem, IEEE Transactions on Cybernetics, 2020 (Early Access) (IF:19.118)

[4] Jialong Shi, Qingfu Zhang, Jianyong Sun, PPLS/D: Parallel pareto Local Search Based on Decomposition, IEEE Transactions on Cybernetics, 2020, 50(3): 1060-1071 (IF:19.118)

[5] Jialong Shi, Qingfu Zhang, A New Cooperative Framework for Parallel Trajectory-Based Metaheuristics, Applied Soft Computing, 2018, 65: 374-386 (IF:8.263)

[6] Jialong Shi, Qingfu Zhang, Edward Tsang, EB-GLS: An Improved Guided Local Search Based on the Big Valley Structure, Memetic Computing, 2018, 10(3): 333-350 (IF:5.900)

其他代表论文：

[1] Jialong Shi, Jianyong Sun, Qingfu Zhang, Multi-objective techniques for single-objective local search: A case study on traveling salesman problem International, 2019 Conference on Evolutionary Multi-Criterion Optimization (EMO2019), 114-125, Springer

[2] Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Jianyong Sun, Parallel pareto local search revisited: First experimental results on bi-objective UBQP, 2018 Genetic and Evolutionary Computation Conference (GECCO2018), 753-760

[3] Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Sébastien Verel,  Using parallel strategies to speed up Pareto local search, 2017 International Conference on Simulated Evolution and Learning (SEAL2017), 62-74, Springer (Best Student Paper Award!)

[4] Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, A parallel tabu search for the unconstrained binary quadratic programming problem, 2017 IEEE Congress on Evolutionary Computation (CEC2017), 557-564, IEEE

[5] Haotian, Zhang, Jialong Shi, Jianyong Sun, Zongben Xu. Learning to balance exploration and exploitation in pareto local search for multi-objective combinatorial optimization. Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2022, 383--386

[6] Haotian, Zhang, Jianyong Sun, Yuhao Wang, Jialong Shi, Zongben Xu. Variational Reinforcement Learning for Hyper-Parameter Tuning of Adaptive Evolutionary Algorithm. IEEE Transactions on Emerging Topics in Computational Intelligence. 2022