Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach

17 August 2022

Dusit Niyato

Papers citing "Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach"

26 / 26 papers shown

Title
Multi-Modal Self-Supervised Semantic Communication Hang Zhao Hongru Li Dongfang Xu Shenghui Song Khaled B. Letaief 44 0 0 18 Mar 2025
IRS-Enhanced Secure Semantic Communication Networks: Cross-Layer and Context-Awared Resource Allocation Lingyi Wang Wei Wu Fuhui Zhou Zhijin Qin Qihui Wu 28 2 0 04 Nov 2024
Generative Semantic Communication for Text-to-Speech Synthesis Jiahao Zheng Jinke Ren Peng Xu Zhihao Yuan Jie Xu Fangxin Wang Gui Gui Shuguang Cui 26 2 0 04 Oct 2024
Semantic Successive Refinement: A Generative AI-aided Semantic Communication Framework Kexin Zhang Lixin Li Wensheng Lin Yuna Yan Rui Li Wenchi Cheng Zhu Han DiffM 24 4 0 31 Jul 2024
Robust Image Semantic Coding with Learnable CSI Fusion Masking over MIMO Fading Channels Bingyan Xie Yongpeng Wu Yuxuan Shi Wenjun Zhang Shuguang Cui Merouane Debbah 37 3 0 30 May 2024
Multiple Access in the Era of Distributed Computing and Edge Intelligence Nikos G. Evgenidis Nikos A. Mitsiou Vasiliki I. Koutsioumpa Sotiris A. Tegos P. Diamantoulakis G. Karagiannidis 33 8 0 26 Feb 2024
Dynamic and Super-Personalized Media Ecosystem Driven by Generative AI: Unpredictable Plays Never Repeating The Same Sungjun Ahn Hyun-Jeong Yim Youngwan Lee Sung-Ik Park VGen 36 4 0 19 Feb 2024
Interplay of Semantic Communication and Knowledge Learning Fei Ni Bingyan Wang Rongpeng Li Zhifeng Zhao Honggang Zhang 19 0 0 18 Jan 2024
Deep Learning in Physical Layer: Review on Data Driven End-to-End Communication Systems and their Enabling Semantic Applications Nazmul Islam Seokjoo Shin AI4CE 19 3 0 08 Jan 2024
Resource Allocation for Semantic Communication under Physical-layer Security Yang Li Xinyu Zhou Jun Zhao 10 5 0 07 Dec 2023
Adaptive Resource Allocation for Semantic Communication Networks Lingyi Wang Wei Wu Fuhui Zhou Zhaohui Yang Zhijing Qin 19 17 0 02 Dec 2023
Knowledge Base Enabled Semantic Communication: A Generative Perspective Jinke Ren Zezhong Zhang Jie Xu Guanying Chen Yaping Sun Ping Zhang Shuguang Cui 8 16 0 21 Nov 2023
Diff-GO: Diffusion Goal-Oriented Communications to Achieve Ultra-High Spectrum Efficiency Achintha Wijesinghe Songyang Zhang Suchinthaka Wanninayaka Weiwei Wang Zhi Ding DiffM 22 3 0 13 Nov 2023
Deep Learning-Empowered Semantic Communication Systems with a Shared Knowledge Base Peng Yi Yang Cao Xin Kang Ying-Chang Liang 29 18 0 06 Nov 2023
Semantic Information Extraction for Text Data with Probability Graph Zhouxiang Zhao Zhaohui Yang Ye Hu Licheng Lin Zhaoyang Zhang 16 16 0 16 Sep 2023
Trust-Worthy Semantic Communications for the Metaverse Relying on Federated Learning Jianrui Chen Jingjing Wang Chunxiao Jiang Yong Ren L. Hanzo 23 14 0 16 May 2023
Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication Weizhi Li Haotai Liang Chen Dong Xiaodong Xu Ping Zhang Kaijun Liu 22 42 0 12 Mar 2023
Performance Limits of a Deep Learning-Enabled Text Semantic Communication under Interference T. Getu Walid Saad Georges Kaddoum M. Bennis 24 8 0 15 Feb 2023
CATFL: Certificateless Authentication-based Trustworthy Federated Learning for 6G Semantic Communications Gaolei Li Yuanyuan Zhao Yi Li 11 13 0 01 Feb 2023
Optimization of Image Transmission in a Cooperative Semantic Communication Networks Wenjing Zhang Yining Wang Mingzhe Chen Tao Luo Dusit Niyato 16 41 0 01 Jan 2023
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen E. Hossain Zhifeng Zhao Honggang Zhang 24 19 0 16 Dec 2022
Differentiated Federated Reinforcement Learning Based Traffic Offloading on Space-Air-Ground Integrated Networks Yeguang Qin Yilin Yang Fengxiao Tang Xin Yao Mingde Zhao Nei Kato 17 6 0 05 Dec 2022
Less Data, More Knowledge: Building Next Generation Semantic Communication Networks Christina Chaccour Walid Saad Merouane Debbah Zhu Han H. Vincent Poor GNN 3DV 16 119 0 25 Nov 2022
Adaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmission Lunan Sun Yang Yang Mingzhe Chen Caili Guo Walid Saad H. Vincent Poor 10 24 0 12 Mar 2022
Visually Grounded Reasoning across Languages and Cultures Fangyu Liu Emanuele Bugliarello E. Ponti Siva Reddy Nigel Collier Desmond Elliott VLM LRM 98 167 0 28 Sep 2021
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 169 1,933 0 02 Feb 2020