Introduction of Yanchi Li

Yanchi Li (李延炽) is currently pursuing a Ph.D. degree (since 2023) at School of Computer Science, China University of Geosciences, Wuhan, China.

Email: [e-mail]

GitHub Link: https://github.com/intLyc

Research Interests

Evolutionary Computation, Evolutionary Multitasking, Multi-task Optimization, Transfer Optimization.

Publications

Journal Publications

1. Yanchi Li, Wenyin Gong*, and Qiong Gu, "Transfer Task-averaged Natural Gradient for Efficient Many-task Optimization," IEEE Transactions on Evolutionary Computation, 2024. [source code]

2. Yanchi Li and Wenyin Gong*, "Multiobjective multitask optimization with multiple knowledge types and transfer adaptation," IEEE Transactions on Evolutionary Computation, 2024. [source code]

3. Yanchi Li, Wenyin Gong*, and Shuijia Li, "Multitask evolution strategy with knowledge-guided external sampling," IEEE Transactions on Evolutionary Computation, 2023. [source code]

4. Yanchi Li, Wenyin Gong*, Zhenzhen Hu, and Shuijia Li, "A competitive and cooperative evolutionary framework for ensemble of constraint handling techniques," IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023. [source code]

5. Yanchi Li, Wenyin Gong*, and Shuijia Li, "Evolutionary competitive multitasking optimization via improved adaptive differential evolution," Expert Systems with Applications, 2023. [source code]

6. Yanchi Li, Wenyin Gong*, and Shuijia Li, "Multitasking optimization via an adaptive solver multitasking evolutionary framework," Information Sciences, 2023. [source code]

Conference Publications

1. Yanchi Li, Wenyin Gong*, and Qiong Gu, "Transfer search directions among decomposed subtasks for evolutionary multitasking in multiobjective optimization," Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 2024. [source code]

2. Yanchi Li, Wenyin Gong*, and Shuijia Li, "Evolutionary constrained multi-task optimization: benchmark problems and preliminary results," Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO), 2022. [source code]

Preprints

1. Yanchi Li, Wenyin Gong*, et al., "MToP: A MATLAB optimization platform for evolutionary multitasking," arXiv preprint arXiv:2312.08134, 2023. [source code]