| Large language model for multi-objective evolutionary optimization F Liu, X Lin, Z Wang, S Yao, X Tong, M Yuan, Q Zhang arXiv preprint arXiv:2310.12541, 2023 | 48 | 2023 |
| Choose appropriate subproblems for collaborative modeling in expensive multiobjective optimization Z Wang, Q Zhang, YS Ong, S Yao, H Liu, J Luo IEEE Transactions on Cybernetics 53 (1), 483-496, 2021 | 48 | 2021 |
| Multiobjective combinatorial optimization using a single deep reinforcement learning model Z Wang, S Yao, G Li, Q Zhang IEEE Transactions on Cybernetics, 2023 | 33 | 2023 |
| Pareto improver: Learning improvement heuristics for multi-objective route planning Z Zheng, S Yao, G Li, L Han, Z Wang IEEE Transactions on Intelligent Transportation Systems, 2023 | 9 | 2023 |
| Multi-objective evolution of heuristic using large language model S Yao, F Liu, X Lin, Z Lu, Z Wang, Q Zhang Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2025), 2024 | 5 | 2024 |
| DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems Z Zheng, S Yao, Z Wang, X Tong, M Yuan, K Tang arXiv preprint arXiv:2405.17272, 2024 | 5 | 2024 |
| Data-efficient Supervised Learning is Powerful for Neural Combinatorial Optimization S Yao, X Lin, Z Wang, Q Zhang | 1 | 2023 |
| Rethinking Supervised Learning based Neural Combinatorial Optimization for Routing Problem S Yao, X Lin, J Wang, Q Zhang, Z Wang ACM Transactions on Evolutionary Learning, 2024 | | 2024 |
