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Adaptive Channel Sparsity for Federated Learning under System Heterogeneity Conference paper
Liao, Dongping, Gao, Xitong, Zhao, Yiren, Xu, Chengzhong. Adaptive Channel Sparsity for Federated Learning under System Heterogeneity[C]:IEEE COMPUTER SOC10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, 2023, 20432-20441.
Authors:  Liao, Dongping;  Gao, Xitong;  Zhao, Yiren;  Xu, Chengzhong
Favorite | TC[WOS]:2 TC[Scopus]:5 | Submit date：2024/02/22
Efficient And Scalable Vision  
Pay Attention to Features, Transfer Learn Faster CNNs Conference paper
Wang, Kafeng, Gao, Xitong, Zhao, Yiren, Li, Xingjian, Dou, Dejing, Xu, Cheng-Zhong. Pay Attention to Features, Transfer Learn Faster CNNs[C], 2020.
Authors:  Wang, Kafeng;  Gao, Xitong;  Zhao, Yiren;  Li, Xingjian;  Dou, Dejing; et al.
Favorite | TC[Scopus]:30 | Submit date：2022/01/26
Transfer Learning  Pruning  Faster Cnns  
Automatic generation of multi-precision multi-arithmetic CNN accelerators for FPGAs Conference paper
Zhao,Yiren, Gao,Xitong, Guo,Xuan, Liu,Junyi, Wang,Erwei, Mullins,Robert, Cheung,Peter Y.K., Constantinides,George, Xu,Cheng Zhong. Automatic generation of multi-precision multi-arithmetic CNN accelerators for FPGAs[C], IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA:IEEE, 2019, 45-53.
Authors:  Zhao,Yiren;  Gao,Xitong;  Guo,Xuan;  Liu,Junyi;  Wang,Erwei; et al.
Favorite | TC[WOS]:25 TC[Scopus]:31 | Submit date：2021/03/09
Auto-generation  Cnn Hardware Accelerator  
Focused quantization for sparse CNNs Conference paper
Zhao,Yiren, Gao,Xitong, Bates,Daniel, Mullins,Robert, Xu,Cheng Zhong. Focused quantization for sparse CNNs[C], 2019.
Authors:  Zhao,Yiren;  Gao,Xitong;  Bates,Daniel;  Mullins,Robert;  Xu,Cheng Zhong
Favorite | TC[WOS]:5 TC[Scopus]:20 | Submit date：2021/03/09
Dynamic channel pruning: Feature boosting and suppression Conference paper
Gao, Xitong, Zhao, Yiren, Dudziak, Lukasz, Mullins, Robert, Cheng-Zhong, Xu. Dynamic channel pruning: Feature boosting and suppression[C], 2019.
Authors:  Gao, Xitong;  Zhao, Yiren;  Dudziak, Lukasz;  Mullins, Robert;  Cheng-Zhong, Xu
Favorite | TC[Scopus]:107 | Submit date：2022/05/23