Projects per year
Personal profile
Research interests
Computer Science / Information Technology - Applied cryptography
Computer Science / Information Technology - Algorithms
Computer Science / Information Technology - Machine learning
Computer Science / Information Technology - Algorithms
Computer Science / Information Technology - Machine learning
Related documents
Education/Academic qualification
PhD in Computer Science, PhD, Carnegie Mellon University
2025
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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Continual Learning Methods and Application Technologies for Multilingual Large Language Models in Cross-Domain Scenarios
GUO, D. (Team member), LI, H. (Team member), ZHOU, M. (CoPI), MIN, R. (Team member), YANG, X. (Team member), SONG, Y. (CoI), FUNG, Y. R. (CoPI) & QIN, Z. (Team member)
Ministry of Science and Technology of the People's Republic of China
1/11/25 → 31/10/27
Project: Research
Research output
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Bifrost: A Much Simpler Secure Two-Party Data Join Protocol for Secure Data Analytics
CHEN, S., ZHOU, M., Niu, H., Lin, G. & Han, W., 8 May 2026, In: Proceedings of the VLDB Endowment. 19, 6, p. 1156-1169 14 p.Research output: Contribution to journal › Conference article published in journal › peer-review
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Continual Learning With Participation Privacy: An Auditable Buffering-Aggregation Recipe
Hubert Chan, T. H., Shi, E., Zhao, M. & ZHOU, M., 1 May 2026, Proceedings of the 43 rd International Conference on Machine Learning. ML Research Press, 46 p. (Proceedings of Machine Learning Research; vol. 306).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Open Access -
PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints
Huo, J., Liu, S., Wang, B., Zhang, J., Yan, Y., Liu, A., Hu, X. & Zhou, M., 2026.Research output: Contribution to conference › Conference Paper › peer-review
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ZELDA: Efficient Multi-Server Preprocessing PIR with Unconditional Security
Ghoshal, A., Zhou, M., Peng, B. & Shi, E., 1 Jul 2026, Proceedings - 47th IEEE Symposium on Security and Privacy, SP 2026. Oprea, A., Nita-Rotaru, C. & Papernot, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1403-1422 20 p. 11573400. (Proceedings - IEEE Symposium on Security and Privacy).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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Pacmann: Efficient Private Approximate Nearest Neighbor Search
Zhou, M., Shi, E. & Fanti, G., 23 Jan 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 99396-99416 21 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review