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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
1762023
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
412023
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
342023
TLSAN: Time-aware long-and short-term attention network for next-item recommendation
J Zhang, D Wang, D Yu
Neurocomputing 441, 179-191, 2021
332021
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
182023
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
Proceedings of the AAAI Conference on Artificial Intelligence 38 (15), 16768 …, 2024
142024
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
82023
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
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
52024
pFedEff: An Efficient and Personalized Federated Cognitive Learning Framework in Multiagent Systems
H Shi, J Zhang, S Fan, R Ma, H Guan
IEEE Transactions on Cognitive and Developmental Systems 16 (1), 31-45, 2023
42023
FuseGen: PLM Fusion for Data-generation based Zero-shot Learning
T Zou, Y Liu, P Li, J Zhang, J Liu, YQ Zhang
arXiv preprint arXiv:2406.12527, 2024
12024
FedL2G: Learning to Guide Local Training in Heterogeneous Federated Learning
J Zhang, Y Liu, Y Hua, J Cao, Q Yang
arXiv preprint arXiv:2410.06490, 2024
2024
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Articles 1–11