| Neural combinatorial optimization with heavy decoder: Toward large scale generalization F Luo, X Lin, F Liu, Q Zhang, Z Wang Advances in Neural Information Processing Systems 36, 8845-8864, 2023 | 80 | 2023 |
| Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model F Liu, X Tong, M Yuan, X Lin, F Luo, Z Wang, Z Lu, Q Zhang Forty-first International Conference on Machine Learning, 2024 | 78 | 2024 |
| Surrogate-based aerodynamic shape optimization of hypersonic flows considering transonic performance F Liu, ZH Han, Y Zhang, K Song, WP Song, F Gui, JB Tang Aerospace Science and Technology 93, 105345, 2019 | 75 | 2019 |
| Algorithm evolution using large language model F Liu, X Tong, M Yuan, Q Zhang arXiv preprint arXiv:2311.15249, 2023 | 52 | 2023 |
| Large Language Model for Multiobjective Evolutionary Optimization F Liu, X Lin, S Yao, Z Wang, X Tong, M Yuan, Q Zhang International Conference on Evolutionary Multi-Criterion Optimization, 178-191, 2025 | 51 | 2025 |
| Heuristics for vehicle routing problem: A survey and recent advances F Liu, C Lu, L Gui, Q Zhang, X Tong, M Yuan arXiv preprint arXiv:2303.04147, 2023 | 29 | 2023 |
| Efficient multi-objective evolutionary algorithm for constrained global optimization of expensive functions Z Han, F Liu, C Xu, K Zhang, Q Zhang 2019 IEEE Congress on Evolutionary Computation (CEC), 2026-2033, 2019 | 27 | 2019 |
| Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot Generalization F Liu, X Lin, Q Zhang, X Tong, M Yuan International Conference on Knowledge Discovery and Data Mining (KDD), 2024 | 23 | 2024 |
| An example of evolutionary computation+ large language model beating human: Design of efficient guided local search F Liu, X Tong, M Yuan, X Lin, F Luo, Z Wang, Z Lu, Q Zhang arXiv preprint arXiv:2401.02051, 2024 | 23 | 2024 |
| Rl4co: an extensive reinforcement learning for combinatorial optimization benchmark F Berto, C Hua, J Park, L Luttmann, Y Ma, F Bu, J Wang, H Ye, M Kim, ... arXiv preprint arXiv:2306.17100, 2023 | 23 | 2023 |
| Smooth tchebycheff scalarization for multi-objective optimization X Lin, X Zhang, Z Yang, F Liu, Z Wang, Q Zhang arXiv preprint arXiv:2402.19078, 2024 | 20 | 2024 |
| Understanding the importance of evolutionary search in automated heuristic design with large language models R Zhang, F Liu, X Lin, Z Wang, Z Lu, Q Zhang International Conference on Parallel Problem Solving from Nature, 185-202, 2024 | 15 | 2024 |
| Evolve Cost-aware Acquisition Functions Using Large Language Models Y Yao, F Liu, J Cheng, Q Zhang International Conference on Parallel Problem Solving From Nature (PPSN), 2024 | 14 | 2024 |
| A systematic survey on large language models for algorithm design F Liu, Y Yao, P Guo, Z Yang, Z Zhao, X Lin, X Tong, M Yuan, Z Lu, Z Wang, ... arXiv preprint arXiv:2410.14716, 2024 | 11 | 2024 |
| L-autoda: Leveraging large language models for automated decision-based adversarial attacks P Guo, F Liu, X Lin, Q Zhao, Q Zhang arXiv preprint arXiv:2401.15335, 2024 | 9 | 2024 |
| Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Mode.(2024) F Liu, X Tong, M Yuan, X Lin, F Luo, Z Wang, Z Lu, Q Zhang arXiv preprint arXiv:2401.02051, 2024 | 8 | 2024 |
| MOEA/D with gradient-enhanced kriging for expensive multiobjective optimization F Liu, Q Zhang, Z Han Natural Computing 22 (2), 329-339, 2023 | 8 | 2023 |
| Multi-objective evolution of heuristic using large language model S Yao, F Liu, X Lin, Z Lu, Z Wang, Q Zhang arXiv preprint arXiv:2409.16867, 2024 | 6 | 2024 |
| Aerodynamic design optimization of hypersonic wing over wide Mach-number range considering lift matching Y Zhang, ZH Han, F Liu, CZ Xu 32nd Congress of the International Council of the Aeronautic Sciences, ICAS …, 2020 | 6 | 2020 |
| L-autoda: Large language models for automatically evolving decision-based adversarial attacks P Guo, F Liu, X Lin, Q Zhao, Q Zhang Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024 | 5 | 2024 |
Qingfu ZhangChair Professor, FIEEE, City University of Hong KongE-mailová adresa ověřena na: cityu.edu.hk
