Projects per year
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Collaborations and top research areas from the last five years
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CAREER: Continual Learning with Evolving Memory, Soft Supervision, and Cross-Domain Knowledge - Foundational Theory and Advanced Algorithms
Ding, J. (PI)
THE NATIONAL SCIENCE FOUNDATION
9/1/24 → 8/31/29
Project: Research project
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Efficient and Reliable Watermarking for Generative AI
Ding, J. (PI)
3/19/24 → 3/18/25
Project: Research project
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Information Fusion from Heterogeneous Sources
Ding, J. (PI)
8/17/23 → 8/16/26
Project: Research project
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Collaborative Research: SCH: An AI-driven Flexible Electronics for Cardiac Organoid Maturation
Ding, J. (PI)
HARVARD UNIVERSITY, NATIONAL INSTITUTES OF HEALTH (NIH)
8/1/23 → 4/30/27
Project: Research project
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Collaborative Research: SCH: An AI-driven Flexible Electronics for Cardiac Organoid Maturation
Ding, J. (PI)
HARVARD UNIVERSITY, NATIONAL INSTITUTES OF HEALTH (NIH)
8/1/23 → 4/30/27
Project: Research project
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Base Models for Parabolic Partial Differential Equations
Xu, X., Hasan, A., Ding, J. & Tarokh, V., 2024, In: Proceedings of Machine Learning Research. 244, p. 3853-3878 26 p.Research output: Contribution to journal › Conference article › peer-review
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DEMYSTIFYING POISONING BACKDOOR ATTACKS FROM A STATISTICAL PERSPECTIVE
Wang, G., Xian, X., Srinivasa, J., Kundu, A., Bi, X., Hong, M. & Ding, J., 2024.Research output: Contribution to conference › Paper › peer-review
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Quickest Change Detection for Unnormalized Statistical Models
Wu, S., Diao, E., Banerjee, T., Ding, J. & Tarokh, V., Feb 1 2024, In: IEEE Transactions on Information Theory. 70, 2, p. 1220-1232 13 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
SHARE: A Distributed Learning Framework for Multivariate Time-Series Forecasting: A Distributed Learning Framework for Multivariate Time-Series Forecasting
Ye, W., Khanduri, P., Peng, J., Tian, F., Gao, J., Ding, J., Zhang, Z. L. & Hong, M., 2024, 2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2024. Institute of Electrical and Electronics Engineers Inc., p. 76-80 5 p. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Assisted Unsupervised Domain Adaptation
Chen, C., Zhang, J., Ding, J. & Zhou, Y., 2023, 2023 IEEE International Symposium on Information Theory, ISIT 2023. Institute of Electrical and Electronics Engineers Inc., p. 2482-2487 6 p. (2023 IEEE International Symposium on Information Theory (ISIT)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution