Wei-Ying MA

Prof. Wei-Ying MA, 馬維英

  • AEB-AE-005

Accepting PhD Students

Calculated based on number of publications stored in Pure and citations from Scopus
1994 …2025

Research activity per year

Personal profile

Author IDs

ORCID iD: 0000-0002-7384-0735
Scopus Author ID: 36071778600
Google Scholar Profile: SToCbu8AAAAJ

Impact

Metrics for Academic and Research Impact

Research Interests/Areas

Artificial Intelligence, Generative AI for Biology and Life Sciences, Machine Learning, Natural Language Processing, Search and Data Mining

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 4 - Quality Education
  • SDG 7 - Affordable and Clean Energy
  • SDG 9 - Industry, Innovation, and Infrastructure
  • SDG 11 - Sustainable Cities and Communities

Keywords

  • QA75 Electronic computers. Computer science
  • Artificial Intelligence
  • AI for Science
  • Generative AI
  • Large Language Model
  • Data Mining

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Collaborations from the last five years

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  • Artificial intelligence without restriction surpassing human intelligence with probability one: Theoretical insight into secrets of the brain with AI twins of the brain

    Huang, G.-B., Westover, M. B., Tan, E.-K. (Co-first Author), Wang, H. (Co-first Author), Cui, D., Ma, W.-Y., Wang, T., He, Q., Wei, H., Wang, N., Tian, Q., Lam, K.-Y., Yao, X. & Wong, T. Y., 28 Feb 2025, In: Neurocomputing. 619, 129053.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    1 Citation (Scopus)

  • ESM All-Atom: Multi-scale Protein Language Model for Unified Molecular Modeling

    Zheng, K. (Co-first Author), Long, S. (Co-first Author), Lu, T., Yang, J., Dai, X., Zhang, M., Nie, Z., Ma, W.-Y. & Zhou, H., 2024, Proceedings of the 41st International Conference on Machine Learning. Salakhutdinov, R., Kolter, Z. & Heller, K. (eds.). ML Research Press, p. 61432-61453 (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

    1 Citation (Scopus)

  • MOL-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective

    Yang, J. (Co-first Author), Zheng, K. (Co-first Author), Long, S., Nie, Z., Zhang, M., Dai, X., Ma, W.-Y. & Zhou, H., 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. 56793-56811 (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
    1 Citation (Scopus)

  • MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space

    Qu, Y. (Co-first Author), Qiu, K. (Co-first Author), Song, Y. (Co-first Author), Gong, J., Han, J., Zheng, M., Zhou, H. & Ma, W.-Y., Jul 2024, ICML'24: Proceedings of the 41st International Conference on Machine Learning. Salakhutdinov, R., Kolter, Z., Heller, K., Weller, A., Oliver, N., Scarlett, J. & Berkenkamp, F. (eds.). JMLR.org, p. 41749-41768 (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

    3 Citations (Scopus)

  • Pre-training with fractional denoising to enhance molecular property prediction

    Ni, Y. (Co-first Author), Feng, S. (Co-first Author), Hong, X., Sun, Y., Ma, W.-Y., Ma, Z.-M., Ye, Q. & Lan, Y., Oct 2024, In: Nature Machine Intelligence. 6, 10, p. 1169-1178

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    12 Citations (Scopus)
View all 333 research outputs