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Kang Wei
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Federated learning with differential privacy: Algorithms and performance analysis
K Wei, J Li, M Ding, C Ma, HH Yang, F Farokhi, S Jin, TQS Quek, HV Poor
IEEE Transactions on Information Forensics and Security 15, 3454-3469, 2020
5552020
User-level privacy-preserving federated learning: Analysis and performance optimization
K Wei, J Li, M Ding, C Ma, H Su, B Zhang, HV Poor
IEEE Transactions on Mobile Computing, 2021
53*2021
Blockchain assisted decentralized federated learning (BLADE-FL): Performance analysis and resource allocation
J Li, Y Shao, K Wei, M Ding, C Ma, L Shi, Z Han, HV Poor
IEEE Transactions on Parallel and Distributed Systems 33 (10), 2401-2415, 2021
282021
Vertical Federated Learning: Challenges, Methodologies and Experiments
K Wei, J Li, C Ma, M Ding, S Wei, F Wu, G Chen, T Ranbaduge
arXiv preprint arXiv:2202.04309, 2022
122022
Federated learning with unreliable clients: Performance analysis and mechanism design
C Ma, J Li, M Ding, K Wei, W Chen, HV Poor
IEEE Internet of Things Journal 8 (24), 17308-17319, 2021
112021
Low-latency federated learning over wireless channels with differential privacy
K Wei, J Li, C Ma, M Ding, C Chen, S Jin, Z Han, HV Poor
IEEE Journal on Selected Areas in Communications 40 (1), 290-307, 2021
102021
RDP-GAN: AR\'enyi-Differential Privacy based Generative Adversarial Network
C Ma, J Li, M Ding, B Liu, K Wei, J Weng, HV Poor
arXiv preprint arXiv:2007.02056, 2020
72020
Page-based dynamic partitioning scheduling for LDPC decoding in MLC NAND flash memory
K Wei, J Li, L Kong, F Shu, FCM Lau
IEEE transactions on circuits and systems II: express briefs 66 (12), 2082-2086, 2019
72019
Blockchain Assisted Decentralized Federated Learning (BLADE-FL) with Lazy Clients
J Li, Y Shao, M Ding, C Ma, K Wei, Z Han, HV Poor
Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS), 2020
62020
Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning
C Ma, JL Wei, B Liu, M Ding, L Yuan, Z Han, HV Poor
arXiv preprint arXiv:2202.09027, 2022
22022
DNN‐aided read‐voltage threshold optimization for MLC flash memory with finite block length
C Wang, K Wei, L Kong, L Shi, Z Mei, J Li, K Cai
IET Communications 16 (2), 120-130, 2022
22022
Covert model poisoning against federated learning: Algorithm design and optimization
K Wei, J Li, M Ding, C Ma, YS Jeon, HV Poor
arXiv preprint arXiv:2101.11799, 2021
22021
Differentially Private Federated Learning: Algorithm, Analysis and Optimization
K Wei, J Li, C Ma, M Ding, HV Poor
Federated Learning Systems, Springer Nature, 51-78, 2021
22021
Read-voltage optimization for finite code length in MLC NAND flash memory
K Wei, J Li, L Kong, F Shu, Y Li
2018 IEEE Information Theory Workshop (ITW), 1-5, 2018
12018
Blockchain Assisted Federated Learning over Wireless Channels: Dynamic Resource Allocation and Client Scheduling
X Deng, J Li, C Ma, K Wei, L Shi, M Ding, W Chen, HV Poor
IEEE Transactions on Wireless Communications, 2022
2022
Low-latency Federated Learning with DNN Partition in Distributed Industrial IoT Networks
X Deng, J Li, C Ma, K Wei, L Shi, M Ding, W Chen
IEEE Journal on Selected Areas in Communications, 2022
2022
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