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Long-Kai HUANG, Prof

 https://orcid.org/0000-0001-5263-1443

Accepting PhD Students

20132025

Research activity per year

Personal profile

Chinese Name

黃隆锴

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being
  • SDG 4 - Quality Education
  • SDG 9 - Industry, Innovation, and Infrastructure

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Dive into the research topics where Long-Kai HUANG is active. Topic labels come from the works of this scholar.
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Collaborations and top research areas from the last five years

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  • 26 Conference proceeding
  • 4 Journal article
  • 1 Letter

  • Annotation-guided Protein Design with Multi-Level Domain Alignment

    Yuan, C., Li, S., Ye, G., Zhang, Y., Huang, L. K., Huang, W., Liu, W., Yao, J. & Rong, Y., 20 Jul 2025, KDD 2025 - Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Sun, Y., Chierichetti, F., Lauw, H. W., Perlich, C., Tok, W. & Tomkins, A. (eds.). New York: Association for Computing Machinery (ACM), Vol. 1. p. 1855-1866 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access

  • Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization

    Mo, Z., Huang, L. K. & Pan, S. J., Apr 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 43894-43923 30 p.

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access

  • SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning

    Wu, Y., Piao, H., Huang, L.-K., Wang, R., Li, W., Pfister, H., Meng, D., Ma, K. & Wei, Y., Apr 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 10049-10065 17 p. (International Conference on Learning Representations, ICLR).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    1 Citation (Scopus)

  • Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model

    Ma, H., Zhu, Y., Zhang, C., Zhao, P., Wu, B., Huang, L. K., Hu, Q. & Wu, B., 11 Apr 2025, Proceedings of the 39th AAAI Conference on Artificial Intelligence, AAAI 2025. Walsh, T., Shah, J. & Kolter, Z. (eds.). 18 ed. Washington: AAAI press, Vol. 39. p. 19323-19331 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Steering Protein Language Models

    Huang, L.-K., Zhu, R., He, B. & Yao, J., 13 Jul 2025, Proceedings of the 42nd International Conference on Machine Learning, ICML 2025. Singh, A., Fazel, M., Hsu, D., Lacoste-Julien, S., Berkenkamp, F., Maharaj, T., Wagstaff, K. & Zhu, J. (eds.). ML Research Press, 14 p. (Proceedings of the International Conference on Machine Learning)(Proceedings of Machine Learning Research; vol. 267).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
View all 31 research outputs