Per-FedDMA: A personalized federated learning method based on deep multisampling and hypernetwork dynamic adaptation.

Guangjun Zai

Wei Liu Ying Wang Bin Wang Guangjun Zai Wei She Zhao Tian Per-FedDMA: A personalized federated learning method based on deep multisampling and hypernetwork dynamic adaptation. 2026 108474 251 Comput. Commun. https://doi.org/10.1016/j.comcom.2026.108474 db/journals/comcom/comcom251.html#LiuWWZST26 streams/journals/comcom

Wei Liu Xu Wang Bin Wang Wentao Cui Zhao Tian Guangjun Zai AHIBCS: an adaptive historical-information-based client selection algorithm for Non-IID data. 1036 2025 December 28 Clust. Comput. 16 https://doi.org/10.1007/s10586-025-05755-6 db/journals/cluster/cluster28.html#LiuWWCTZ25 streams/journals/cluster

Wei Liu 0043 Jiayu Chen Bin Wang 0088 Guangjun Zai Wei She Zhao Tian FedDM: A Discrepancy-Aware Federated Learning Method Based on Multibranch Feature Fusion for Non-IID Data Environments. 45825-45835 2025 November 12 IEEE Internet Things J. 21 https://doi.org/10.1109/JIOT.2025.3601129 db/journals/iotj/iotj12.html#LiuCWZST25 streams/journals/iotj

Yinghao Li Zhiyong Han Wenmeng Wang Heping Xu Yongpeng Wei Guangjun Zai Steel surface defect detection based on sparse global attention transformer. 152 2024 December 27 Pattern Anal. Appl. 4 https://doi.org/10.1007/s10044-024-01375-9 db/journals/paa/paa27.html#LiHWXWZ24 streams/journals/paa

Guangjun Zai Yuwei Zhang Sen Wu 0013 Zhao Tian City Gas Load Forecasting Based on PCCs-CNN-LSTM Model. MLIC 2024 246-252 conf/mlic/2024 https://proceedings.mlr.press/v245/guangjun24a.html db/conf/mlic/mlic2024.html#ZaiZWT24 streams/conf/mlic Guangjun Zai Sen Wu 0013 Yuwei Zhang Zhao Tian Trust Management of Vehicle Internet Based on Non-Cooperative Game. 54-58 2023 IoTAAI https://doi.org/10.1145/3653081.3653091 https://www.wikidata.org/entity/Q130948746 conf/iotaai/2023 db/conf/iotaai/iotaai2023.html#ZaiWZT23 Mengxi Liu 0003 Guangjun Zai Guofu Wang Weiwei Shi Guanqun Zhang Research on the application of artificial intelligence algorithms in drought prediction. 1845-1850 2022 EITCE https://doi.org/10.1145/3573428.3573753 conf/eitce/2022 db/conf/eitce/eitce2022.html#LiuZWSZ22 Ruijuan Wang Guangjun Zai Yan Liu Haibo Pang Service Performance Analysis of Cloud Computing Server by Queuing System. 42-53 2021 MobiCASE https://doi.org/10.1007/978-3-030-99203-3_3 conf/mobicase/2021 db/conf/mobicase/mobicase2021.html#WangZLP21

Haibo Pang Chengming Liu Zhe Zhao Guangjun Zai Zhanbo Li Scene Image Retrieval Based on Manifold Structures of Canonical Images. 1755005:1-1755005:16 2017 31 Int. J. Pattern Recognit. Artif. Intell. 3 https://doi.org/10.1142/S0218001417550059 db/journals/ijprai/ijprai31.html#PangLZZL17

Yan Liu Guangjun Zai Some Bounds of Outstanding Claims Reserve Distribution by NBUE. 639-642 2009 BIFE https://doi.org/10.1109/BIFE.2009.150 https://doi.ieeecomputersociety.org/10.1109/BIFE.2009.150 conf/bife/2009 db/conf/bife/bife2009.html#LiuZ09a Jiayu Chen Wentao Cui Zhiyong Han Yinghao Li Zhanbo Li Chengming Liu Mengxi Liu 0003 Wei Liu Wei Liu 0043 Yan Liu Haibo Pang Wei She Weiwei Shi Zhao Tian Bin Wang Bin Wang 0088 Guofu Wang Ruijuan Wang Wenmeng Wang Xu Wang Ying Wang Yongpeng Wei Sen Wu 0013 Heping Xu Guanqun Zhang Yuwei Zhang Zhe Zhao