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Face Omron Ring: Proactive defense against face forgery with identity awareness Journal article
Dai, Yunshu, Fei, Jianwei, Huang, Fangjun, Xia, Zhihua. Face Omron Ring: Proactive defense against face forgery with identity awareness[J]. Neural Networks, 2024, 180, 106639.
Authors:  Dai, Yunshu;  Fei, Jianwei;  Huang, Fangjun;  Xia, Zhihua
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2024/09/03
Celebrities Protection  Deep Neural Networks  Face Forgery  Identity Awareness  Proactive Defense  
Federated Learning-Empowered AI-Generated Content in Wireless Networks Journal article
Huang Xumin, Li Peichun, Du Hongyang, Kang Jiawen, Niyato Dusit, Kim Dong In, Wu Yuan. Federated Learning-Empowered AI-Generated Content in Wireless Networks[J]. IEEE Network, 2024, 38(5), 304-313.
Authors:  Huang Xumin;  Li Peichun;  Du Hongyang;  Kang Jiawen;  Niyato Dusit; et al.
Favorite | TC[WOS]:9 TC[Scopus]:17  IF:6.8/8.5 | Submit date：2024/05/16
Adaptation Models  Aigc  Computational Modeling  Data Models  Deep Learning  Federated Learning  Generative Adversarial Networks  Stable Diffusion  Task Analysis  Training  Transformers  Wireless Networks  
X2-Softmax: Margin adaptive loss function for face recognition Journal article
Xu, Jiamu, Liu, Xiaoxiang, Zhang, Xinyuan, Si, Yain Whar, Li, Xiaofan, Shi, Zheng, Wang, Ke, Gong, Xueyuan. X2-Softmax: Margin adaptive loss function for face recognition[J]. Expert Systems with Applications, 2024, 249, 123791.
Authors:  Xu, Jiamu;  Liu, Xiaoxiang;  Zhang, Xinyuan;  Si, Yain Whar;  Li, Xiaofan; et al.
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/05/16
Adaptive Margins  Deep Neural Networks  Face Recognition  Loss Function  Machine Learning  
Editorial: Information theory meets deep neural networks: theory and applications Other
2024-07-15
Authors:  Zhang, Anguo;  Zhang, Qichun;  Zhao, Kai
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/08/05
Artificial Neural Networks  Deep Learning—artificial Intelligence  Deep Neural Networks (Dnns)  Information Bottleneck  Information Theory  
Recoverable Privacy-Preserving Image Classification through Noise-like Adversarial Examples Journal article
Liu, Jun, Zhou, Jiantao, Tian, Jinyu, Sun, Weiwei. Recoverable Privacy-Preserving Image Classification through Noise-like Adversarial Examples[J]. ACM Transactions on Multimedia Computing, Communications and Applications, 2024, 20(7), 216.
Authors:  Liu, Jun;  Zhou, Jiantao;  Tian, Jinyu;  Sun, Weiwei
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:5.2/4.9 | Submit date：2024/06/05
Deep Neural Networks  Encryption  Image Classification  Privacy-preserving  
Predictive Computation Offloading and Resource Allocation in DT-Empowered Vehicular Networks Journal article
Lu Binbin, Fan Bo, Wu Yuan, Qian Liping, Zhang Haixia, Lu Rongxing. Predictive Computation Offloading and Resource Allocation in DT-Empowered Vehicular Networks[J]. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(6), 5474-5487.
Authors:  Lu Binbin;  Fan Bo;  Wu Yuan;  Qian Liping;  Zhang Haixia; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:7.9/8.3 | Submit date：2024/02/22
Digital Twin  Vehicular Networks  Computation Offloading  Resource Allocation  Pairing Prediction  Deep Reinforcement Learning  
Transformer-Based Image Inpainting Detection via Label Decoupling and Constrained Adversarial Training Journal article
Yuanman Li, Liangpei Hu, Li Dong, Haiwei Wu, Jinyu Tian, Jiantao Zhou, Xia Li. Transformer-Based Image Inpainting Detection via Label Decoupling and Constrained Adversarial Training[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 34(3), 1857-1872.
Authors:  Yuanman Li;  Liangpei Hu;  Li Dong;  Haiwei Wu;  Jinyu Tian; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:8.3/7.1 | Submit date：2023/08/28
Inpainting Forensics  Constrained Adversarial Training  Generalizability  Deep Neural Networks  
Deep Joint Source-Channel Coding Over the Relay Channel Conference paper
Bian, Chenghong, Shao, Yulin, Wu, Haotian, Gunduz, Deniz. Deep Joint Source-Channel Coding Over the Relay Channel[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 139-144.
Authors:  Bian, Chenghong;  Shao, Yulin;  Wu, Haotian;  Gunduz, Deniz
Favorite | TC[WOS]:2 TC[Scopus]:1 | Submit date：2024/10/10
Cooperative Relay Networks  Decode-and-forward  Deep Joint Source-channel Coding  
Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression Journal article
Duan, Junwei, Yao, Shiyi, Tan, Jiantao, Liu, Yang, Chen, Long, Zhang, Zhen, Chen, C. L.P.. Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024.
Authors:  Duan, Junwei;  Yao, Shiyi;  Tan, Jiantao;  Liu, Yang;  Chen, Long; et al.
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:10.2/10.4 | Submit date：2024/05/16
Broad Learning System (Bls)  Classification  Deep Neural Network  Feature Extraction  Frequency Principle  Fuzzy Extreme Learning Machine (Elm)  Learning Systems  Mathematical Models  Neural Networks  Regression  Stacking  Task Analysis  Training  
A Synchronous Bi-Directional Framework With Temporally Dependent Interaction Modeling for Pedestrian Trajectory Prediction Journal article
Li, Yuanman, Xie, Ce, Liang, Rongqin, Du, Jie, Zhou, Jiantao, Li, Xia. A Synchronous Bi-Directional Framework With Temporally Dependent Interaction Modeling for Pedestrian Trajectory Prediction[J]. IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2024, 11(1), 793-806.
Authors:  Li, Yuanman;  Xie, Ce;  Liang, Rongqin;  Du, Jie;  Zhou, Jiantao; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:6.7/6.0 | Submit date：2024/02/22
Deep Networks  Motion Behavior Modeling  Social Behaviors  Social Interactions  Trajectory Prediction