6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications

4 November 2020

Papers citing "6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications"

50 / 89 papers shown

Title
Modeling and Performance Analysis for Semantic Communications Based on Empirical Results Shuai Ma Bin Shen Chuanhui Zhang Youlong Wu Hang Li Shiyin Li Guangming Shi Naofal Al-Dhahir 35 0 0 29 Apr 2025
Task-Oriented Feature Compression for Multimodal Understanding via Device-Edge Co-Inference Cheng Yuan Ziqiang Liu Jiashu Lv Jiawei Shao Yufei Jiang Jingyang Zhang Xuelong Li 48 0 0 17 Mar 2025
Goal-Oriented Source Coding using LDPC Codes for Compressed-Domain Image Classification Ahcen Aliouat Elsa Dupraz 66 0 0 15 Mar 2025
Task-Driven Semantic Quantization and Imitation Learning for Goal-Oriented Communications Yu-Chieh Chao Yubei Chen Weiwei Wang Achintha Wijesinghe Suchinthaka Wanninayaka Songyang Zhang Zhi Ding DiffM 76 0 0 25 Feb 2025
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Achintha Wijesinghe Suchinthaka Wanninayaka Weiwei Wang Yu-Chieh Chao Songyang Zhang Zhi Ding 44 1 0 18 Dec 2024
Pilot-guided Multimodal Semantic Communication for Audio-Visual Event Localization Fei Yu Zhe Xiang Nan Che Zhuoran Zhang Yongqian Li Junxiao Xue Zhiguo Wan 69 0 0 09 Dec 2024
Integrating Semantic Communication and Human Decision-Making into an End-to-End Sensing-Decision Framework Edgar Beck Hsuan-Yu Lin Patrick Rückert Yongping Bao Bettina von Helversen Sebastian Fehrler Kirsten Tracht Armin Dekorsy 73 0 0 06 Dec 2024
Low-Latency Task-Oriented Communications with Multi-Round, Multi-Task Deep Learning Y. Sagduyu T. Erpek Aylin Yener S. Ulukus 34 0 0 15 Nov 2024
Adapting MLOps for Diverse In-Network Intelligence in 6G Era: Challenges and Solutions Peizheng Li Ioannis Mavromatis T. Farnham Adnan Aijaz Aftab Khan AI4CE 14 1 0 24 Oct 2024
SemAI: Semantic Artificial Intelligence-enhanced DNA storage for Internet-of-Things Wenfeng Wu Luping Xiang Qiang Liu Kun Yang 26 1 0 18 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
Knowledge-Aided Semantic Communication Leveraging Probabilistic Graphical Modeling Haowen Wan Qianqian Yang Jiancheng Tang Zhiguo Shi 32 0 0 08 Aug 2024
Semantic Communication Enhanced by Knowledge Graph Representation Learning Nour Hello P. Lorenzo Emilio Calvanese Strinati 52 5 0 27 Jul 2024
Soft Partitioning of Latent Space for Semantic Channel Equalization Tomás Hüttebräucker Mohamed Sana Emilio Calvanese Strinati 27 0 0 30 May 2024
Latent Space Alignment for Semantic Channel Equalization Tomás Hüttebräucker Mohamed Sana Emilio Calvanese Strinati 24 0 0 22 May 2024
Adaptive Semantic Token Selection for AI-native Goal-oriented Communications Alessio Devoto Simone Petruzzi Jary Pomponi P. Lorenzo Simone Scardapane 39 2 0 25 Apr 2024
Securing Hybrid Wireless Body Area Networks (HyWBAN): Advancements in Semantic Communications and Jamming Techniques S. Soderi Mariella Särestöniemi S. Fuada Matti Hämäläinen Marcos Katz J. Iinatti 25 1 0 24 Apr 2024
Backdoor Attacks and Defenses on Semantic-Symbol Reconstruction in Semantic Communications Yuan-hua Zhou R. Hu Yi Qian AAML 18 3 0 20 Apr 2024
Metarobotics for Industry and Society: Vision, Technologies, and Opportunities E. Kaigom 40 8 0 31 Mar 2024
Potentials of the Metaverse for Robotized Applications in Industry 4.0 and Industry 5.0 E. Kaigom 32 2 0 31 Mar 2024
Dynamic Relative Representations for Goal-Oriented Semantic Communications Simone Fiorellino Claudio Battiloro Emilio Calvanese Strinati P. Lorenzo 61 2 0 25 Mar 2024
PACE: A Pragmatic Agent for Enhancing Communication Efficiency Using Large Language Models Jiaxuan Li Minxi Yang Dahua Gao Wenlong Xu Guangming Shi 38 0 0 30 Jan 2024
Pragmatic Goal-Oriented Communications under Semantic-Effectiveness Channel Errors Tomás Hüttebräucker Mohamed Sana Emilio Calvanese Strinati 21 3 0 19 Jan 2024
Importance-Aware Image Segmentation-based Semantic Communication for Autonomous Driving Jie Lv Haonan Tong Qiang Pan Zhilong Zhang Xinxin He Tao Luo Changchuan Yin 25 5 0 16 Jan 2024
Attention-based UNet enabled Lightweight Image Semantic Communication System over Internet of Things Guoxin Ma Haonan Tong Nuocheng Yang Changchuan Yin 22 2 0 14 Jan 2024
Generative AI Meets Semantic Communication: Evolution and Revolution of Communication Tasks Eleonora Grassucci Jihong Park Sergio Barbarossa Seong-Lyun Kim Jinho D. Choi Danilo Comminiello 24 14 0 10 Jan 2024
Fundamental Limitation of Semantic Communications: Neural Estimation for Rate-Distortion Dongxu Li Jianhao Huang Chuan Huang Xiaoqi Qin Han Zhang Ping Zhang 28 8 0 02 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
Reasoning with the Theory of Mind for Pragmatic Semantic Communication Christo Kurisummoottil Thomas Emilio Calvanese Strinati Walid Saad 26 6 0 30 Nov 2023
Knowledge Distillation Based Semantic Communications For Multiple Users Chenguang Liu Yuxin Zhou Yunfei Chen Shuang-Hua Yang 25 4 0 23 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 37 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 39 19 0 06 Nov 2023
Roulette: A Semantic Privacy-Preserving Device-Edge Collaborative Inference Framework for Deep Learning Classification Tasks Jingyi Li Guocheng Liao Lin Chen Xu Chen 32 8 0 06 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
Enhancing Semantic Communication with Deep Generative Models -- An ICASSP Special Session Overview Eleonora Grassucci Yuki Mitsufuji Ping Zhang Danilo Comminiello 32 3 0 05 Sep 2023
Semantic Channel Equalizer: Modelling Language Mismatch in Multi-User Semantic Communications Mohamed Sana Emilio Calvanese Strinati 37 11 0 04 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
Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework Yong Xiao Yiwei Liao Yingyu Li Guangming Shi H. Vincent Poor Walid Saad Merouane Debbah M. Bennis 36 12 0 20 Jun 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
Energy-Efficient Downlink Semantic Generative Communication with Text-to-Image Generators Hyein Lee Jihong Park Sooyoung Kim Jinho D. Choi DiffM 11 4 0 08 Jun 2023
Generative Semantic Communication: Diffusion Models Beyond Bit Recovery Eleonora Grassucci Sergio Barbarossa Danilo Comminiello DiffM 27 55 0 07 Jun 2023
Segment Anything Meets Semantic Communication Shehbaz Tariq Brian E. Arfeto Chaoning Zhang Hyundong Shin VLM 19 15 0 03 Jun 2023
Reviewing Evolution of Learning Functions and Semantic Information Measures for Understanding Deep Learning Chenguang Lu AAML 15 6 0 23 May 2023
Goal-Oriented Communications in Federated Learning via Feedback on Risk-Averse Participation Shashi Raj Pandey Van-Phuc Bui P. Popovski FedML 21 4 0 19 May 2023
Model-free Reinforcement Learning of Semantic Communication by Stochastic Policy Gradient Edgar Beck C. Bockelmann Armin Dekorsy 27 5 0 05 May 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
Reliable Beamforming at Terahertz Bands: Are Causal Representations the Way Forward? Christo Kurisummoottil Thomas Walid Saad 29 4 0 14 Mar 2023
Wireless End-to-End Image Transmission System using Semantic Communications Maheshi Lokumarambage V. Gowrisetty Hossein Rezaei Thushan Sivalingam Nandana Rajatheva Anil Fernando 25 63 0 27 Feb 2023
Task-Oriented Prediction and Communication Co-Design for Haptic Communications Burak Kizilkaya Changyang She Guodong Zhao Muhammad Ali Imran 14 9 0 21 Feb 2023
Uplink Scheduling in Federated Learning: an Importance-Aware Approach via Graph Representation Learning Marco Skocaj Pedro Enrique Iturria-Rivera Roberto Verdone Melike Erol-Kantarci 35 1 0 27 Jan 2023