Personal profile
Research interests
Mathematics & Statistics - Applied mathematics
Related documents
Education/Academic qualification
PhD in Mathematics, PhD, University of California, Berkeley
2006
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):
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SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 10 Reduced Inequalities -
SDG 13 Climate Action -
SDG 17 Partnerships for the Goals
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Collaborations and top research areas from the last five years
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Estimation and Optimization for Creator Long-term Retention
YAO, Y. (PI)
1/08/24 → 31/07/34
Project: Research
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Research output
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Activate and Adapt: A Two-Stage Framework for Open-Set Model Adaptation
WANG, X., LIN, J., CHEN, C., TANG, L., HUANG, Y., WANG, C., YE, L. & YAO, Y., 30 Jul 2025, In: Transactions on Machine Learning Research. 20 p.Research output: Contribution to journal › Journal Article › peer-review
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AlkD’s conformational dynamics regulated by protein-DNA interactions for effective target recognition
Qi, Y., Guo, J., Wang, X., Yang, C., Gao, X., Yao, Y., Chen, C. & Zhang, L., 21 Aug 2025, In: Journal of Physical Chemistry Letters. 16, 33, p. 8546-8554 9 p.Research output: Contribution to journal › Journal Article › peer-review
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Dynamic guided and domain applicable safeguards for enhanced security in large language models
Luo, W., Cao, H., Liu, Z., Wang, Y., Wong, A., Feng, B., Yao, Y. & Li, Y., Apr 2025, 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Proceedings of the Conference Findings, NAACL 2025. Chiruzzo, L., Ritter, A. & Wang, L. (eds.). Association for Computational Linguistics (ACL), p. 6614-6635 22 p. (2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Proceedings of the Conference Findings, NAACL 2025).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Open Access4 Link opens in a new tab Citations (Scopus) -
Elucidating the design space of language models for image generation
Liu, X., Hao, S., Qi, X., Hu, T., Wang, J., Xiao, R. & Yao, Y., 2025, In: Proceedings of Machine Learning Research. 267, p. 38557-38581 25 p.Research output: Contribution to journal › Conference article published in journal › peer-review
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FedAPM: Federated Learning via ADMM with Partial Model Personalization
Zhu, S., Nie, F., Zeng, J., Wang, S., Sun, Y., Yao, Y., Chen, S., Xu, Q. & Yang, C., 3 Aug 2025, KDD 2025 - Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4192-4202 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Activities
- 2 Editorial work
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SIAM Journal of Applied Algebra and Geometry (Journal)
YAO, Y. (Associate Editor)
2022 → …Activity: Publication peer-review and editorial work › Editorial work
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Frontiers in Applied Mathematics and Statistics (Journal)
YAO, Y. (Associate Editor)
2021 → …Activity: Publication peer-review and editorial work › Editorial work