Personal profile
Author IDs
ORCID iD: 0000-0001-8244-5780
Scopus Author ID: 57215412707
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Collaborations from the last five years
Research output
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A Multi-objective Perspective Towards Improving Meta-Generalization
Liao, W., Wei, Y., Sun, Q., Zhang, Q. & Ishibuchi, H., 2024, IJCNN 2024 Conference Proceedings. IEEE, (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Prompt Learning for Generalized Vehicle Routing
Liu, F., Lin, X., Liao, W., Wang, Z., Zhang, Q., Tong, X. & Yuan, M., Aug 2024, Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence. Jeju, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 6976-6984 (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access5 Link opens in a new tab Citations (Scopus) -
Does Continual Learning Meet Compositionality? New Benchmarks and An Evaluation Framework
Liuao, W., Wei, Y., Jiang, M., Zhang, Q. & Ishibuchi, H., 14 Dec 2023, Advances in Neural Information Processing Systems 36: 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). 15 p. (Advances in Neural Information Processing Systems; vol. 36).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access5 Link opens in a new tab Citations (Scopus) -
HV-Net: hypervolume approximation based on deepsets
Shang, K., Chen, W., Liao, W. & Ishibuchi, H., Aug 2023, In: IEEE Transactions on Evolutionary Computation. 27, 4, p. 1154-1160Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
14 Link opens in a new tab Citations (Scopus) -
HVC-Net: Deep learning based hypervolume contribution approximation
Shang, K., Liao, W. & Ishibuchi, H., 2022, Parallel Problem Solving from Nature – PPSN XVII: 17th International Conference, PPSN 2022 - Proceedings. Rudolph, G., Kononova, A. V., Aguirre, H., Kerschke, P., Ochoa, G. & Tušar, T. (eds.). Springer, Cham, Vol. Part I. p. 414-426 (Lecture Notes in Computer Science; vol. 13398).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
7 Link opens in a new tab Citations (Scopus)
Thesis
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Studies on Data Heterogeneity: Benchmarking and Improving
LIAO, W. (Author), Ishibuchi, H. (External Supervisor) & ZHANG, Q. (Supervisor), 10 Nov 2025Student thesis: Doctoral Thesis