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Deep Joint Source-Channel Coding for Adaptive Image Transmission over MIMO Channels Journal article
Wu Haotian, Shao Yulin, Bian Chenghong, Mikolajczyk Krystian, Gunduz Deniz. Deep Joint Source-Channel Coding for Adaptive Image Transmission over MIMO Channels[J]. IEEE Transactions on Wireless Communications, 2024, 23(10), 15002-15017.
Authors:  Wu Haotian;  Shao Yulin;  Bian Chenghong;  Mikolajczyk Krystian;  Gunduz Deniz
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:8.9/8.6 | Submit date：2024/08/05
Attention Mechanism  Image Transmission  Joint Source-channel Coding  Mimo  Semantic Communication  
Transformer-aided Wireless Image Transmission with Channel Feedback Journal article
Wu, Haotian, Shao, Yulin, Ozfatura, Emre, Mikolajczyk, Krystian, Gunduz, Deniz. Transformer-aided Wireless Image Transmission with Channel Feedback[J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23(9), 11904-11919.
Authors:  Wu, Haotian;  Shao, Yulin;  Ozfatura, Emre;  Mikolajczyk, Krystian;  Gunduz, Deniz
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:8.9/8.6 | Submit date：2024/05/16
Channel Feedback  Joint Source-channel Coding  Vision Transformer  Semantic Communication  Image Transmission  
A Hybrid Joint Source-Channel Coding Scheme for Mobile Multi-Hop Networks Conference paper
Bian, Chenghong, Shao, Yulin, Gunduz, Deniz. A Hybrid Joint Source-Channel Coding Scheme for Mobile Multi-Hop Networks[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 986-992.
Authors:  Bian, Chenghong;  Shao, Yulin;  Gunduz, Deniz
Favorite | TC[Scopus]:1 | Submit date：2024/10/10
Multi-hop Channel  Neural Compression  Semantic Communications  
Vision transformer based deep joint source-channel coding of images over MIMO channels Journal article
Wu Haotian, SHAO YULIN, Bian Chenghong, Mikolajczyk Krystian, Gunduz Deniz. Vision transformer based deep joint source-channel coding of images over MIMO channels[J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024.
Authors:  Wu Haotian;  SHAO YULIN;  Bian Chenghong;  Mikolajczyk Krystian;  Gunduz Deniz
Favorite |   IF:8.9/8.6 | Submit date：2024/07/05
A Theory of Semantic Communication Journal article
Shao, Yulin, Cao, Qi, Gunduz, Deniz. A Theory of Semantic Communication[J]. IEEE Transactions on Mobile Computing, 2024, 1-18.
Authors:  Shao, Yulin;  Cao, Qi;  Gunduz, Deniz
Favorite | TC[Scopus]:3  IF:7.7/6.5 | Submit date：2024/07/04
Semantic Communication  Joint Source-channel Coding  Semantic Decoding  Semantic Encoding  Large Language Model  
Deep joint source-channel coding over cooperative relay networks Conference paper
Bian Chenghong, SHAO YULIN, Wu Haotian, Gunduz Deniz. Deep joint source-channel coding over cooperative relay networks[C], 2024.
Authors:  Bian Chenghong;  SHAO YULIN;  Wu Haotian;  Gunduz Deniz
Favorite |  | Submit date：2024/07/05
Learning-based Autonomous Channel Access in the Presence of Hidden Terminals Journal article
Shao,Yulin, Cai,Yucheng, Wang,Taotao, Guo,Ziyang, Liu,Peng, Luo,Jiajun, Gunduz,Deniz. Learning-based Autonomous Channel Access in the Presence of Hidden Terminals[J]. IEEE Transactions on Mobile Computing, 2024, 23(5), 3680 - 3695.
Authors:  Shao,Yulin;  Cai,Yucheng;  Wang,Taotao;  Guo,Ziyang;  Liu,Peng; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.7/6.5 | Submit date：2023/08/03
Hidden Terminal  Multi-agent Deep Reinforcement Learning  Multiple Channel Access  Proximal Policy Optimization  Wi-fi  
Wireless Point Cloud Transmission Conference paper
Bian, Chenghong, Shao, Yulin, Gunduz, Deniz. Wireless Point Cloud Transmission[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 851-855.
Authors:  Bian, Chenghong;  Shao, Yulin;  Gunduz, Deniz
Favorite | TC[Scopus]:1 | Submit date：2024/11/05
Joint Source-channel Coding  Neural Networks  Point Cloud  Semantic Communication  
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  
Denoising Noisy Neural Networks: A Bayesian Approach with Compensation Journal article
Shao,Yulin, Liew,Soung Chang, Gunduz,Deniz. Denoising Noisy Neural Networks: A Bayesian Approach with Compensation[J]. IEEE Transactions on Signal Processing, 2023, 71, 2460 - 2474.
Authors:  Shao,Yulin;  Liew,Soung Chang;  Gunduz,Deniz
Favorite | TC[WOS]:2 TC[Scopus]:4  IF:4.6/5.2 | Submit date：2023/08/03
Denoiser  Estimation  Federated Edge Learning  Maximum Likelihood Estimation  Neural Networks  Noise Measurement  Noise Reduction  Noisy Neural Network  Training  Wireless Communication  Wireless Transmission Of Neural Networks