Fei LIU

Dr. Fei LIU, 柳斐

  • YEUNG-G7302

Calculated based on number of publications stored in Pure and citations from Scopus
20192025

Research activity per year

  • 17 RGC 32 - Refereed conference paper (with host publication)
  • 3 RGC 21 - Publication in refereed journal
  • 1 RGC 32 - Refereed conference paper (without host publication)
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RGC 32 - Refereed conference paper (with host publication)

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  • 2025

    Destroy and Repair Using Hyper-Graphs for Routing

    Li, K., Liu, F., Wang, Z. & Zhang, Q., 2025, Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence. Walsh, T., Shah, J. & Kolter, Z. (eds.). Washington, DC: AAAI Press, p. 18341-18349 (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 17).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Open Access

  • Large Language Model for Multiobjective Evolutionary Optimization

    Liu, F., Lin, X., Yao, S., Wang, Z., Tong, X., Yuan, M. & Zhang, Q., Mar 2025, Evolutionary Multi-Criterion Optimization: 13th International Conference, EMO 2025, Proceedings, Part I. Singh, H., Ray, T., Knowles, J., Li, X., Branke, J., Wang, B. & Oyama, A. (eds.). 1 ed. Springer Singapore, p. 178-191 (Lecture Notes in Computer Science; vol. 15513 LNCS).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    1 Citation (Scopus)

  • Multi-Objective Evolution of Heuristic Using Large Language Model

    Yao, S. (Co-first Author), Liu, F. (Co-first Author), Lin, X., Lu, Z., Wang, Z. & Zhang, Q., 2025, Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence. Walsh, T., Shah, J. & Kolter, Z. (eds.). Washington, DC: AAAI Press, p. 27144-27152 (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 25).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Open Access
  • 2024

    Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model

    Liu, F., Tong, X., Yuan, M., Lin, X., Luo, F., Wang, Z., Lu, Z. & Zhang, Q., Jul 2024, Proceedings of the 41st International Conference on Machine Learning. Salakhutdinov, R., Kolter, Z. & Heller, K. (eds.). ML Research Press, p. 32201-32223 (Proceedings of Machine Learning Research; vol. 235).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Open Access
    3 Citations (Scopus)

  • Evolve Cost-aware Acquisition Functions Using Large Language Models

    Yao, Y., Liu, F., Cheng, J. & Zhang, Q., 2024, Parallel Problem Solving from Nature – PPSN XVIII: 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14–18, 2024, Proceedings, Part II. Affenzeller, M., Winkler, S. M. & Kononova, A. V. (eds.). Cham: Springer , p. 374-390 (Lecture Notes in Computer Science; vol. 15149).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    2 Citations (Scopus)

  • High-Throughput Multi-Objective Bayesian Optimization using Gradients

    Yao, Y., Liu, F. & Zhang, Q., 2024, CEC 2024 : Conference Proceedings. IEEE, (IEEE Congress on Evolutionary Computation, CEC - Proceedings).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • L-AutoDA: Large Language Models for Automatically Evolving Decision-based Adversarial Attacks

    Guo, P., Liu, F., Lin, X., Zhao, Q. & Zhang, Q., 2024, GECCO '24 Companion: Proceedings of the 2024 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, p. 1846-1854

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    1 Citation (Scopus)

  • Multiobjective Lipschitz Bandits under Lexicographic Ordering

    Xue, B., Cheng, J., Liu, F., Wang, Y. & Zhang, Q., 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence. Dy, J., Natarajan, S. & Wooldridge, M. (eds.). Washington, DC: AAAI Press, p. 16238-16246 (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 15).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Open Access
    4 Citations (Scopus)

  • Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot Generalization

    Liu, F., Lin, X., Wang, Z., Zhang, Q., Tong, X. & Yuan, M., Aug 2024, KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1898-1908 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    3 Citations (Scopus)

  • 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 Access
    1 Citation (Scopus)

  • Smooth Tchebycheff Scalarization for Multi-Objective Optimization

    Lin, X., Zhang, X., Yang, Z., Liu, F., Wang, Z. & Zhang, Q., Jul 2024, Proceedings of the 41st International Conference on Machine Learning. Salakhutdinov, R., Kolter, Z., Heller, K., Weller, A., Oliver, N., Scarlett, J. & Berkenkamp, F. (eds.). ML Research Press, p. 30479-30509 (Proceedings of Machine Learning Research; vol. 235).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Open Access
    4 Citations (Scopus)

  • Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models

    Zhang, R., Liu, F., Lin, X., Wang, Z., Lu, Z. & Zhang, Q., 2024, Parallel Problem Solving from Nature – PPSN XVIII: 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14–18, 2024, Proceedings, Part II. Affenzeller, M., Winkler, S. M., Kononova, A. V., Trautmann, H., Tušar, T., Machado, P. & Bäck, T. (eds.). Springer , p. 185-202 (Lecture Notes in Computer Science; vol. 15149).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    5 Citations (Scopus)
  • 2023

    A Decomposition-Based Hybrid Algorithm for Multi-objective Vehicle Routing Problem with Time Windows

    Wang, Y., Liu, F. & Zhang, Q., 2023, 2023 IEEE Congress on Evolutionary Computation (CEC). IEEE, (IEEE Congress on Evolutionary Computation, CEC).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    2 Citations (Scopus)

  • A Two-Stage Algorithm for Integer Multiobjective Simulation Optimization

    Liu, F. & Zhang, Q., Mar 2023, Evolutionary Multi-Criterion Optimization: 12th International Conference, EMO 2023, Proceedings. Emmerich, M., Deutz, A., Wang, H., Kononova, A. V., Naujoks, B., Li, K., Miettinen, K. & Yevseyeva, I. (eds.). Springer, Cham, p. 17-28 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13970 LNCS).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    1 Citation (Scopus)

  • Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization

    Luo, F., Lin, X., Liu, F., Zhang, Q. & Wang, Z., Dec 2023, Advances in Neural Information Processing Systems 36 (NeurIPS 2023). Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural Information Processing Systems (NeurIPS), 20 p.

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Open Access
    39 Citations (Scopus)
  • 2021

    MOEA/D with Gradient-Enhanced Kriging for Expensive Multiobjective Optimization

    Liu, F., Zhang, Q. & Han, Z., Mar 2021, Evolutionary Multi-Criterion Optimization: 11th International Conference, EMO 2021, Proceedings. Ishibuchi, H., Zhang, Q., Cheng, R., Li, K., Li, H., Wang, H. & Zhou, A. (eds.). Cham: Springer , p. 543-554 (Lecture Notes in Computer Science; vol. 12654).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    1 Citation (Scopus)
  • 2019

    Efficient Multi-Objective Evolutionary Algorithm for Constrained Global Optimization of Expensive Functions

    Han, Z., Liu, F., Xu, C., Zhang, K. & Zhang, Q., Jun 2019, 2019 IEEE Congress on Evolutionary Computation (CEC). IEEE, p. 2026-2033 8789986. (IEEE Congress on Evolutionary Computation, CEC - Proceedings).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    20 Citations (Scopus)