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Collaborations from the last five years
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AI:SECURITY
Bjerva, J. (PI), Li, Q. (PI), Bakka, J. M. (Project Participant), Luo, X. (Project Participant), Yu, W. (Project Participant) & Wisniewski, R. (Other)
01/08/2025 → 31/12/2029
Project: Research
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Horizon-KDT-JU CLEVER: Collaborative edge-cLoud continuum and Embedded AI for a Visionary industry of thE futuRe
Kosta, S. (PI), Gaikwad, N. B. (Project Participant), Lübben, R. (Other), Witte, N. (Project Participant), Yu, W. (Project Participant), Gowda, D. K. T. (Project Participant) & Cheng, T.-H. (Project Participant)
01/01/2023 → 31/12/2025
Project: Research
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Privacy-Preservation over Directed Graphs: A Case Study of Average Consensus
Yu, W., Gundersen, J. S. & Li, Q., 16 Jan 2026, (Accepted/In press) 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile9 Downloads (Pure) -
When Is Distributed Nonlinear Aggregation Private? Optimality and Information-Theoretical Bounds
Yu, W., Gundersen, J. S., Heusdens, R. & Li, Q., 19 Jan 2026, arXiv, 15 p.Research output: Working paper/Preprint › Preprint
Open Access -
Byzantine-Resilient Federated Learning via Distributed Optimization
Xia, Y., Yu, W. & Li, Q., 12 Sept 2025, 2025 33rd European Signal Processing Conference (EUSIPCO). IEEE (Institute of Electrical and Electronics Engineers), 5 p. 11226343. (Proceedings of the European Signal Processing Conference).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
File3 Downloads (Pure) -
Byzantine-Resilient Federated Learning via Distributed Optimization
Xia, Y., Yu, W. & Li, Q., 2025, arXiv, 5 p.Research output: Working paper/Preprint › Preprint
Open AccessFile64 Downloads (Pure) -
From Centralized to Decentralized Federated Learning: Theoretical Insights, Privacy Preservation, and Robustness Challenges
Li, Q., Yu, W., Xia, Y. & Pang , J., 10 Mar 2025, arXiv, 21 p.Research output: Working paper/Preprint › Preprint
Open Access