Projects per year
Personal profile
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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Dive into the research topics where Jinghui Chen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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III: Small: Towards Efficient Adaptive Federated Learning: Algorithms, Theories, and Applications
6/1/24 → 5/31/27
Project: Research project
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BACKDOOR CONTRASTIVE LEARNING VIA BI-LEVEL TRIGGER OPTIMIZATION
Sun, W., Zhang, X., Lu, H., Chen, Y., Wang, T., Chen, J. & Lin, L., 2024.Research output: Contribution to conference › Paper › peer-review
2 Scopus citations -
Challenges of COVID-19 Case Forecasting in the US, 2020–2021
Lopez, V. K., Cramer, E. Y., Pagano, R., Drake, J. M., O’Dea, E. B., Adee, M., Ayer, T., Chhatwal, J., Dalgic, O. O., Ladd, M. A., Linas, B. P., Mueller, P. P., Xiao, J., Bracher, J., Castro Rivadeneira, A. J., Gerding, A., Gneiting, T., Huang, Y., Jayawardena, D. & Kanji, A. H. & 89 others, , May 2024, In: PLoS computational biology. 20, 5 May, e1011200.Research output: Contribution to journal › Article › peer-review
Open Access13 Scopus citations -
Data Free Backdoor Attacks
Cao, B., Jia, J., Hu, C., Guo, W., Xiang, Z., Chen, J., Li, B. & Song, D., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
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Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM
Cao, B., Cao, Y., Lin, L. & Chen, J., 2024, Long Papers. Ku, L.-W., Martins, A. F. T. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), p. 10542-10560 19 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
9 Scopus citations -
FADAS: Towards Federated Adaptive Asynchronous Optimization
Wang, Y., Wang, S., Lu, S. & Chen, J., 2024, In: Proceedings of Machine Learning Research. 235, p. 51701-51733 33 p.Research output: Contribution to journal › Conference article › peer-review