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
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 on country/territory level. Dive into details by clicking on the dots or
Research output
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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
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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
2 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. 1169-1178Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
7 Citations (Scopus)
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