Neural combinatorial optimization with heavy decoder: Toward large scale generalization F Luo, X Lin, F Liu, Q Zhang, Z Wang Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS …, 2023 | 25 | 2023 |
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 | 13 | 2024 |
Batch Bayesian optimization with adaptive batch acquisition functions via multi-objective optimization J Chen, F Luo, G Li, Z Wang Swarm and Evolutionary Computation 79, 101293, 2023 | 9 | 2023 |
Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model F Liu, T Xialiang, M Yuan, X Lin, F Luo, Z Wang, Z Lu, Q Zhang Forty-first International Conference on Machine Learning, 2024 | 5 | 2024 |
Dynamic multi-objective ensemble of acquisition functions in batch Bayesian optimization J Chen, F Luo, Z Wang Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022 | 3 | 2022 |
Self-Improved Learning for Scalable Neural Combinatorial Optimization F Luo, X Lin, Z Wang, T Xialiang, M Yuan, Q Zhang arXiv preprint arXiv:2403.19561, 2024 | 2 | 2024 |