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Impartial Adversarial Distillation: Addressing Biased Data-Free Knowledge Distillation via Adaptive Constrained Optimization Conference paper
Liao, Donping, Gao, Xitong, Xu, Chengzhong. Impartial Adversarial Distillation: Addressing Biased Data-Free Knowledge Distillation via Adaptive Constrained Optimization[C], 2024, 3342-3350.
Authors:  Liao, Donping;  Gao, Xitong;  Xu, Chengzhong
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/05/16
Cv: Bias  Fairness & Privacy  Cv: Applications  
LAFIT: Efficient and Reliable Evaluation of Adversarial Defenses With Latent Features Journal article
Yu, Yunrui, Gao, Xitong, Xu, Cheng Zhong. LAFIT: Efficient and Reliable Evaluation of Adversarial Defenses With Latent Features[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46(1), 354-369.
Authors:  Yu, Yunrui;  Gao, Xitong;  Xu, Cheng Zhong
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:20.8/22.2 | Submit date：2024/02/22
Adversarial Robustness  Latent Feature Attack  White-box Attacks  
A Survey on Cross-Domain Few-Shot Image Classification Conference paper
Deng, Shisheng, Liao, Dongping, Gao, Xitong, Zhao, Juanjuan, Ye, Kejiang. A Survey on Cross-Domain Few-Shot Image Classification[C]:Springer Science and Business Media Deutschland GmbH, 2023, 3-17.
Authors:  Deng, Shisheng;  Liao, Dongping;  Gao, Xitong;  Zhao, Juanjuan;  Ye, Kejiang
Favorite | TC[Scopus]:2 | Submit date：2024/02/22
Cross-domain  Deep Learning  Few-shot Image Classification  
FeatEMD: Better Patch Sampling and Distance Metric for Few-Shot Image Classification Conference paper
Deng, Shisheng, Liao, Dongping, Gao, Xitong, Zhao, Juanjuan, Ye, Kejiang. FeatEMD: Better Patch Sampling and Distance Metric for Few-Shot Image Classification[C]:SPRINGER-VERLAG BERLINHEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 2023, 183-194.
Authors:  Deng, Shisheng;  Liao, Dongping;  Gao, Xitong;  Zhao, Juanjuan;  Ye, Kejiang
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/02/22
Few-shot Image Classification  Metric Learning  Saliency-based Cropping  
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  
Metro OD Matrix Prediction based on Multi-view Passenger Flow Evolution Trend Modeling Journal article
Furong Zheng, Juanjuan Zhao, Jiexia Ye, Xitong Gao, Kejiang Ye, Chengzhong Xu. Metro OD Matrix Prediction based on Multi-view Passenger Flow Evolution Trend Modeling[J]. IEEE Transactions on Big Data, 2022, 9(3), 991 - 1003.
Authors:  Furong Zheng;  Juanjuan Zhao;  Jiexia Ye;  Xitong Gao;  Kejiang Ye; et al.
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:7.5/5.8 | Submit date：2023/01/30
Graph Attention Networks  Origin Destination Prediction  
Improving Few-Shot Image Classification with Self-supervised Learning Conference paper
Deng, Shisheng, Liao, Dongping, Gao, Xitong, Zhao, Juanjuan, Ye, Kejiang. Improving Few-Shot Image Classification with Self-supervised Learning[C]. Ye K., Zhang L.-J.:Springer Science and Business Media Deutschland GmbH, 2022, 54-68.
Authors:  Deng, Shisheng;  Liao, Dongping;  Gao, Xitong;  Zhao, Juanjuan;  Ye, Kejiang
Favorite | TC[Scopus]:3 | Submit date：2023/03/06
Few-shot Image Classification  Self-supervised Learning  Contrastive Learning  
Cloud-based robot path planning in dynamic environments Conference paper
Chen, Xinquan, Wang, Lujia, Gao, Xitong, Xu, Cheng Zhong. Cloud-based robot path planning in dynamic environments[C], 2021, 1355-1360.
Authors:  Chen, Xinquan;  Wang, Lujia;  Gao, Xitong;  Xu, Cheng Zhong
Favorite | TC[Scopus]:4 | Submit date：2021/12/08
AOAM: Automatic Optimization of Adjacency Matrix for Graph Convolutional Network Conference paper
Yuhang Zhang, Hongshuai Ren, Jiexia Ye, Xitong Gao, Yang Wang, Kejiang Ye, Cheng-Zhong Xu. AOAM: Automatic Optimization of Adjacency Matrix for Graph Convolutional Network[C], IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA:IEEE, 2021, 5130 - 5136.
Authors:  Yuhang Zhang;  Hongshuai Ren;  Jiexia Ye;  Xitong Gao;  Yang Wang; et al.
Favorite | TC[WOS]:5 TC[Scopus]:3 | Submit date：2021/09/18
Graph Convolutional Network  Adjacency Matrix  End-to-end  Node Information Entropy  
LAFEAT: piercing through adversarial defenses with latent features Conference paper
Yunrui Yu, Xitong Gao, Cheng-Zhong Xu. LAFEAT: piercing through adversarial defenses with latent features[C]:IEEE, 2021, 5731-5741.
Authors:  Yunrui Yu;  Xitong Gao;  Cheng-Zhong Xu
Favorite | TC[WOS]:29 TC[Scopus]:36 | Submit date：2022/08/22