Semantic Communications: Principles and Challenges

30 December 2021

Papers citing "Semantic Communications: Principles and Challenges"

50 / 78 papers shown

Title
A Semantic-Loss Function Modeling Framework With Task-Oriented Machine Learning Perspectives T. Nguyen Thanh-Dung Le Vu Nguyen Ha Hong-Fu Chou G. Eappen ... P. Thiruvasagam Luis Manuel Garcés Socarrás J. L. González-Rios JUAN CARLOS MERLANO DUNCAN Symeon Chatzinotas 53 2 0 12 Mar 2025
SCU: An Efficient Machine Unlearning Scheme for Deep Learning Enabled Semantic Communications Weiqi Wang Zhiyi Tian Chenhan Zhang Shui Yu MU 78 1 0 27 Feb 2025
Aligning Task- and Reconstruction-Oriented Communications for Edge Intelligence Yufeng Diao Yichi Zhang Changyang She Philip Guodong Zhao Emma Liying Li 67 0 0 24 Feb 2025
Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design Saeed R. Khosravirad 62 0 0 10 Feb 2025
Deep Learning in Wireless Communication Receiver: A Survey Shadman Rahman Doha Ahmed Abdelhadi 40 0 0 25 Jan 2025
Building the Self-Improvement Loop: Error Detection and Correction in Goal-Oriented Semantic Communications Peizheng Li Xinyi Lin Adnan Aijaz 25 0 0 03 Nov 2024
Semantic Meta-Split Learning: A TinyML Scheme for Few-Shot Wireless Image Classification Eslam Eldeeb M. Shehab Hirley Alves Mohamed-Slim Alouini 33 0 0 03 Sep 2024
Semantic Communication based on Large Language Model for Underwater Image Transmission Weilong Chen Wenxuan Xu Haoran Chen Xinran Zhang Zhijin Qin Yanru Zhang Zhu Han 28 3 0 08 Aug 2024
Synchronous Multi-modal Semantic Communication System with Packet-level Coding Yun Tian Jingkai Ying Zhijin Qin Ye Jin Xiaoming Tao 34 3 0 08 Aug 2024
Secure Semantic Communication via Paired Adversarial Residual Networks Boxiang He Fanggang Wang Tony Q. S. Quek GAN AAML 28 5 0 02 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
Language-Oriented Semantic Latent Representation for Image Transmission Giordano Cicchetti Eleonora Grassucci Jihong Park Jinho D. Choi Sergio Barbarossa Danilo Comminiello DiffM 48 12 0 16 May 2024
Semantic MIMO Systems for Speech-to-Text Transmission Zhenzi Weng Zhijin Qin Huiqiang Xie Xiaoming Tao Khaled B. Letaief 36 3 0 13 May 2024
Backdoor Attacks and Defenses on Semantic-Symbol Reconstruction in Semantic Communications Yuan-hua Zhou R. Hu Yi Qian AAML 15 3 0 20 Apr 2024
Image Generative Semantic Communication with Multi-Modal Similarity Estimation for Resource-Limited Networks Eri Hosonuma Taku Yamazaki Takumi Miyoshi Akihito Taya Yuuki Nishiyama K. Sezaki DiffM 25 1 0 17 Apr 2024
Large Generative Model Assisted 3D Semantic Communication Feibo Jiang Yubo Peng Li Dong Kezhi Wang Kun Yang Cunhua Pan Xiaohu You 33 7 0 09 Mar 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 41 4 0 19 Feb 2024
Integrating Pre-Trained Language Model with Physical Layer Communications Ju-Hyung Lee Dong-Ho Lee Joohan Lee Jay Pujara 39 4 0 18 Feb 2024
Pragmatic Communication in Multi-Agent Collaborative Perception Yue Hu Xianghe Pang Xiaoqi Qin Yonina C. Eldar Siheng Chen Ping Zhang Wenjun Zhang 32 7 0 23 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 29 3 0 08 Jan 2024
LMaaS: Exploring Pricing Strategy of Large Model as a Service for Communication Panlong Wu Qi Liu Yanjie Dong Fangxin Wang 29 5 0 05 Jan 2024
Joint Sensing and Task-Oriented Communications with Image and Wireless Data Modalities for Dynamic Spectrum Access Y. Sagduyu T. Erpek Aylin Yener S. Ulukus 33 3 0 21 Dec 2023
Resource Allocation for Semantic Communication under Physical-layer Security Yang Li Xinyu Zhou Jun Zhao 18 5 0 07 Dec 2023
Adaptive Resource Allocation for Semantic Communication Networks Lingyi Wang Wei Wu Fuhui Zhou Zhaohui Yang Zhijing Qin 21 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 18 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 34 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 37 19 0 06 Nov 2023
Magmaw: Modality-Agnostic Adversarial Attacks on Machine Learning-Based Wireless Communication Systems Jung-Woo Chang Ke Sun Nasimeh Heydaribeni Seira Hidano Xinyu Zhang F. Koushanfar AAML 17 1 0 01 Nov 2023
A Wireless AI-Generated Content (AIGC) Provisioning Framework Empowered by Semantic Communication Runze Cheng Yao Sun Dusit Niyato Lan Zhang Lei Zhang Muhammad Ali Imran 27 11 0 26 Oct 2023
Semantics Alignment via Split Learning for Resilient Multi-User Semantic Communication Jinhyuk Choi Jihong Park Seung-Woo Ko Jinho D. Choi M. Bennis Seong-Lyun Kim 38 3 0 13 Oct 2023
BC4LLM: Trusted Artificial Intelligence When Blockchain Meets Large Language Models Haoxiang Luo Jian Luo Athanasios V. Vasilakos 31 9 0 10 Oct 2023
Joint Communication and Computation Framework for Goal-Oriented Semantic Communication with Distortion Rate Resilience Minh-Duong Nguyen Q. Do Zhaohui Yang Viet Quoc Pham W. Hwang 15 1 0 26 Sep 2023
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation Hyelin Nam Jihong Park Jinho D. Choi M. Bennis Seong-Lyun Kim 38 24 0 20 Sep 2023
How to Evaluate Semantic Communications for Images with ViTScore Metric? Tingting Zhu Bo Peng Jifan Liang Tingchen Han Hai Wan Jingqiao Fu Junjie Chen 15 5 0 09 Sep 2023
Dynamic Encoding and Decoding of Information for Split Learning in Mobile-Edge Computing: Leveraging Information Bottleneck Theory Omar Alhussein Moshi Wei A. Akhavain 12 3 0 06 Sep 2023
Generative AI-aided Joint Training-free Secure Semantic Communications via Multi-modal Prompts Hongyang Du Guangyuan Liu Dusit Niyato Jiayi Zhang Jiawen Kang Zehui Xiong Bo Ai Dong In Kim 30 24 0 05 Sep 2023
Enhancing Semantic Communication with Deep Generative Models -- An ICASSP Special Session Overview Eleonora Grassucci Yuki Mitsufuji Ping Zhang Danilo Comminiello 29 3 0 05 Sep 2023
A Human-Centric Metaverse Enabled by Brain-Computer Interface: A Survey Howe Yuan Zhu Nguyen Quang Hieu D. Hoang Diep N. Nguyen Chin-Teng Lin 16 17 0 04 Sep 2023
Semantic Programming for Device-Edge-Cloud Continuum Anh Le-Tuan David Bowden Danh Le-Phuoc 26 0 0 21 Aug 2023
Multi-Receiver Task-Oriented Communications via Multi-Task Deep Learning Y. Sagduyu T. Erpek Aylin Yener S. Ulukus 28 13 0 14 Aug 2023
The Model Inversion Eavesdropping Attack in Semantic Communication Systems Yuhao Chen Qianqian Yang Zhiguo Shi Jiming Chen 24 8 0 08 Aug 2023
Communication-Efficient Framework for Distributed Image Semantic Wireless Transmission Bingyan Xie Yongpeng Wu Yuxuan Shi Derrick Wing Kwan Ng Wenjun Zhang 23 12 0 07 Aug 2023
Towards Ubiquitous Semantic Metaverse: Challenges, Approaches, and Opportunities Kai Li Billy Pik Lik Lau Xinnan Yuan W. Ni Mohsen Guizani Chau Yuen 30 46 0 13 Jul 2023
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence Yifei Shen Jiawei Shao Xinjie Zhang Zehong Lin Hao Pan Dongsheng Li Jun Zhang Khaled B. Letaief 49 77 0 06 Jul 2023
Bayesian Inverse Contextual Reasoning for Heterogeneous Semantics-Native Communication Hyowoon Seo Yoonseong Kang M. Bennis Wan Choi BDL 32 5 0 10 Jun 2023
Generative Semantic Communication: Diffusion Models Beyond Bit Recovery Eleonora Grassucci Sergio Barbarossa Danilo Comminiello DiffM 27 55 0 07 Jun 2023
Crossword: A Semantic Approach to Data Compression via Masking Mingxiao Li Rui Jin Liyao Xiang Kaiming Shen Shuguang Cui 25 1 0 03 Apr 2023
Cognitive Semantic Communication Systems Driven by Knowledge Graph: Principle, Implementation, and Performance Evaluation Fuhui Zhou Yihao Li Ming Xu Lu Yuan Qihui Wu R. Hu N. Al-Dhahir 18 19 0 15 Mar 2023
Wireless End-to-End Image Transmission System using Semantic Communications Maheshi Lokumarambage V. Gowrisetty Hossein Rezaei Thushan Sivalingam Nandana Rajatheva Anil Fernando 22 63 0 27 Feb 2023
Age of Information in Deep Learning-Driven Task-Oriented Communications Y. Sagduyu S. Ulukus Aylin Yener 24 9 0 11 Jan 2023