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Chinese Name
黃隆锴
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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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Functional protein design and enhancement with ontology reinforcement iteration
He, B., Qin, C., Zhao, Y., Huang, L.-K., Wu, Z., Wang, F., Wu, F., Yang, F. & Yao, J., 19 Mar 2026, (E-pub ahead of print) In: Nature Communications.Research output: Contribution to journal › Journal article › peer-review
Open Access -
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 Access1 Citation (Scopus) -
A pre-trained large generative model for translating single-cell transcriptomes to proteomes
Liu, L., Li, W., Wang, F., Li, Y., Huang, L. K., Wong, K. C., Yang, F. & Yao, J., 5 Nov 2025, (E-pub ahead of print) In: Nature Biomedical Engineering.Research output: Contribution to journal › Journal article › peer-review
1 Citation (Scopus) -
Atomas: Hierarchical Adaptive Alignment on Molecule-Text for Unified Molecule Understanding and Generation
Zhang, Y., Ye, G., Yuan, C., Han, B., Huang, L.-K., Yao, J., Liu, W. & Rong, Y., 24 Apr 2025, Proceedings of the Thirteenth International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 59597-59625 29 p. (International Conference on Learning Representations, ICLR).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
Open Access3 Citations (Scopus) -
De novo design of epitope-specific antibodies via a structure-driven computational workflow
Wu, F., Zhao, Y., Wu, J. X., Jiang, B., He, B., Huang, L., Qin, C., Xiao, Y., Yang, F., Wang, R., Huang, N., Jia, H., Liu, Y., Lai, H., Xu, T., Wang, F., Wu, Z., Song, Y., Li, S. & Liu, W. & 3 others, , Dec 2026, In: Nature Communications. 17, 1, 22 p., 625.Research output: Contribution to journal › Journal article › peer-review
Open Access2 Citations (Scopus)