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Jianqing Zhang
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Fedala: Adaptive local aggregation for personalized federated learning
J Zhang, Y Hua, H Wang, T Song, Z Xue, R Ma, H Guan
Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 11237 …, 2023
542023
TLSAN: Time-aware long-and short-term attention network for next-item recommendation
J Zhang, D Wang, D Yu
Neurocomputing 441, 179-191, 2021
242021
Fedcp: Separating feature information for personalized federated learning via conditional policy
J Zhang, Y Hua, H Wang, T Song, Z Xue, R Ma, H Guan
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
92023
Gpfl: Simultaneously learning global and personalized feature information for personalized federated learning
J Zhang, Y Hua, H Wang, T Song, Z Xue, R Ma, J Cao, H Guan
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
52023
Eliminating domain bias for federated learning in representation space
J Zhang, Y Hua, J Cao, H Wang, T Song, Z Xue, R Ma, H Guan
Advances in Neural Information Processing Systems 36, 2023
32023
FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning
J Zhang, Y Liu, Y Hua, J Cao
arXiv preprint arXiv:2401.03230, 2024
12024
PFLlib: Personalized Federated Learning Algorithm Library
J Zhang, Y Liu, Y Hua, H Wang, T Song, Z Xue, R Ma, J Cao
arXiv preprint arXiv:2312.04992, 2023
12023
pFedEff: An Efficient and Personalized Federated Cognitive Learning Framework in Multi-agent Systems
H Shi, J Zhang, S Fan, R Ma, H Guan
IEEE Transactions on Cognitive and Developmental Systems, 2023
12023
An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning
J Zhang, Y Liu, Y Hua, J Cao
arXiv preprint arXiv:2403.15760, 2024
2024
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