Less Data, More Knowledge: Building Next Generation Semantic Communication Networks

25 November 2022

Merouane Debbah

Papers citing "Less Data, More Knowledge: Building Next Generation Semantic Communication Networks"

38 / 38 papers shown

Title
Aligning Task- and Reconstruction-Oriented Communications for Edge Intelligence Yufeng Diao Yichi Zhang Changyang She Philip Guodong Zhao Emma Liying Li 60 0 0 24 Feb 2025
Pilot-guided Multimodal Semantic Communication for Audio-Visual Event Localization Fei Yu Zhe Xiang Nan Che Zhuoran Zhang Y. Li Junxiao Xue Zhiguo Wan 62 0 0 09 Dec 2024
IRS-Enhanced Secure Semantic Communication Networks: Cross-Layer and Context-Awared Resource Allocation Lingyi Wang Wei Wu Fuhui Zhou Zhijin Qin Qihui Wu 25 0 0 04 Nov 2024
FoMo: A Foundation Model for Mobile Traffic Forecasting with Diffusion Model Haoye Chai Shiyuan Zhang Xiaoqian Qi Yong Li 23 0 0 20 Oct 2024
Resource-Efficient Multiview Perception: Integrating Semantic Masking with Masked Autoencoders Kosta Dakic Kanchana Thilakarathna Rodrigo N. Calheiros Teng Joon Lim 21 0 0 07 Oct 2024
Hypergame Theory for Decentralized Resource Allocation in Multi-user Semantic Communications Christo Kurisummoottil Thomas Walid Saad 24 0 0 26 Sep 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 22 4 0 31 Jul 2024
Decentralized Semantic Traffic Control in AVs Using RL and DQN for Dynamic Roadblocks Emanuel Figetakis Yahuza Bello A. Refaey Abdallah Shami 19 2 0 26 Jun 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Viet Quoc Pham 23 0 0 30 May 2024
Artificial General Intelligence (AGI)-Native Wireless Systems: A Journey Beyond 6G Walid Saad Omar Hashash Christo Kurisummoottil Thomas Christina Chaccour Merouane Debbah N. Mandayam Zhu Han AI4CE 24 22 0 29 Apr 2024
A Zero Trust Framework for Realization and Defense Against Generative AI Attacks in Power Grid M. S. Munir Sravanthi Proddatoori Manjushree Muralidhara Walid Saad Zhu Han Sachin Shetty 18 4 0 11 Mar 2024
A Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based Applications Hamidreza Mazandarani Masoud Shokrnezhad T. Taleb 13 2 0 12 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 20 3 0 21 Dec 2023
Internet of Federated Digital Twins (IoFDT): Connecting Twins Beyond Borders for Society 5.0 Tao Yu Zongdian Li Kei Sakaguchi Omar Hashash Walid Saad Merouane Debbah AI4CE 16 6 0 11 Dec 2023
Federated Learning for 6G: Paradigms, Taxonomy, Recent Advances and Insights Maryam Ben Driss Essaid Sabir H. Elbiaze Walid Saad 18 7 0 07 Dec 2023
Reasoning with the Theory of Mind for Pragmatic Semantic Communication Christo Kurisummoottil Thomas Emilio Calvanese Strinati Walid Saad 21 6 0 30 Nov 2023
Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks Rémi Bourgerie Tahar Zanouda 11 4 0 24 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
Joint Sensing and Semantic Communications with Multi-Task Deep Learning Y. Sagduyu T. Erpek Aylin Yener S. Ulukus 9 10 0 08 Nov 2023
Causal Reasoning: Charting a Revolutionary Course for Next-Generation AI-Native Wireless Networks Christo Kurisummoottil Thomas Christina Chaccour Walid Saad Merouane Debbah C. Hong 15 16 0 23 Sep 2023
Semantic Information Extraction for Text Data with Probability Graph Zhouxiang Zhao Zhaohui Yang Ye Hu Licheng Lin Zhaoyang Zhang 11 16 0 16 Sep 2023
Multi-Receiver Task-Oriented Communications via Multi-Task Deep Learning Y. Sagduyu T. Erpek Aylin Yener S. Ulukus 18 12 0 14 Aug 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 36 77 0 06 Jul 2023
Wireless Multi-Agent Generative AI: From Connected Intelligence to Collective Intelligence Han Zou Qiyang Zhao Lina Bariah M. Bennis Merouane Debbah LLMAG 18 38 0 06 Jul 2023
Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach Christo Kurisummoottil Thomas Walid Saad Yong Xiao 16 20 0 25 Apr 2023
The Seven Worlds and Experiences of the Wireless Metaverse: Challenges and Opportunities Omar Hashash Christina Chaccour Walid Saad Tao Yu K. Sakaguchi Merouane Debbah 8 24 0 20 Apr 2023
Reliable Beamforming at Terahertz Bands: Are Causal Representations the Way Forward? Christo Kurisummoottil Thomas Walid Saad 16 4 0 14 Mar 2023
Collaborative Learning with a Drone Orchestrator Mahdi Boloursaz Mashhadi Mahnoosh Mahdavimoghadam Rahim Tafazolli Walid Saad 26 5 0 03 Mar 2023
Performance Limits of a Deep Learning-Enabled Text Semantic Communication under Interference T. Getu Walid Saad Georges Kaddoum M. Bennis 18 8 0 15 Feb 2023
Optimization of Image Transmission in a Cooperative Semantic Communication Networks Wenjing Zhang Yining Wang Mingzhe Chen Tao Luo Dusit Niyato 8 41 0 01 Jan 2023
Disentangling Learnable and Memorizable Data via Contrastive Learning for Semantic Communications Christina Chaccour Walid Saad 11 8 0 18 Dec 2022
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen E. Hossain Zhifeng Zhao Honggang Zhang 18 19 0 16 Dec 2022
Neuro-Symbolic Causal Reasoning Meets Signaling Game for Emergent Semantic Communications Christo Kurisummoottil Thomas Walid Saad 24 31 0 21 Oct 2022
Curriculum Learning for Goal-Oriented Semantic Communications with a Common Language Mohammad Karimzadeh Farshbafan Walid Saad Merouane Debbah 13 30 0 21 Apr 2022
Enhancing Next-Generation Extended Reality Applications with Coded Caching M. Salehi K. Hooli J. Hulkkonen Antti Tölli 16 23 0 11 Feb 2022
An Indirect Rate-Distortion Characterization for Semantic Sources: General Model and the Case of Gaussian Observation Jiakun Liu Shuo Shao Wenyi Zhang H. Vincent Poor 13 34 0 29 Jan 2022
Semantic Communications With AI Tasks Yang Yang Caili Guo Fangfang Liu Chuanhong Liu Lunan Sun Qizheng Sun Jiujiu Chen 23 36 0 29 Sep 2021
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 87 2,158 0 02 Feb 2017