Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-7384-0735
Scopus Author ID: 36071778600
Google Scholar Profile: SToCbu8AAAAJ
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):
Keywords
- QA75 Electronic computers. Computer science
- Artificial Intelligence
- AI for Science
- Generative AI
- Large Language Model
- Data Mining
Fingerprint
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- 1 Similar Profiles
Collaborations from the last five years
Recent external collaboration based on locations. Dive into details by clicking on the dots or
Research output
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A PERIODIC BAYESIAN FLOW FOR MATERIAL GENERATION
Wu, H. (Co-first Author), Song, Y. (Co-first Author), Gong, J., Cao, Z., Ouyang, Y., Zhang, J., Zhou, H., Ma, W.-Y. & Liu, J., Apr 2025, 13th International Conference on Learning Representations (ICLR 2025). International Conference on Learning Representations, ICLR, p. 56780-56809 (International Conference on Learning Representations, ICLR).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access2 Citations (Scopus) -
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) -
REFRAMING STRUCTURE-BASED DRUG DESIGN MODEL EVALUATION VIA METRICS CORRELATED TO PRACTICAL NEEDS
Gao, B. (Co-first Author), Tan, H. (Co-first Author), Huang, Y., Ren, M., Huang, X., Ma, W.-Y., Zhang, Y.-Q. & Lan, Y., 2025, International Conference on Learning Representations 2025 (ICLR 2025). Yue, Y., Garg, A., Peng, N., Sha, F. & Yu, R. (eds.). International Conference on Learning Representations, ICLR, p. 75848-75872 (International Conference on Learning Representations, ICLR).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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STEERING PROTEIN FAMILY DESIGN THROUGH PROFILE BAYESIAN FLOW
Gong, J. (Co-first Author), Pei, Y. (Co-first Author), Long, S. (Co-first Author), Song, Y. (Co-first Author), Zhang, Z., Huang, W., Cao, Z., Zhang, S., Zhou, H. & Ma, W.-Y., Apr 2025, 13th International Conference on Learning Representations (ICLR 2025). International Conference on Learning Representations, ICLR, p. 68980-69012 (International Conference on Learning Representations, ICLR).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
UNIGEM: A UNIFIED APPROACH TO GENERATION AND PROPERTY PREDICTION FOR MOLECULES
Feng, S. (Co-first Author), Ni, Y. (Co-first Author), Lu, Y., Ma, Z.-M., Ma, W.-Y. & Lan, Y., Apr 2025, 13th International Conference on Learning Representations (ICLR 2025). International Conference on Learning Representations, ICLR, p. 54246-54271 (International Conference on Learning Representations, ICLR).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Projects
- 1 Active
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DON: AI-Powered Materials Discovery and Design for Sustainable Energy
MA, W.-Y. (Principal Investigator / Project Coordinator)
20/03/25 → …
Project: Research
Prizes
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Stanford's Top 2% most highly cited scientists 2025
MA, W.-Y. (Recipient), Sept 2025
Prize: RGC 64B - Prizes and awards