6G Networks

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4 papers in the last four weeks, down 33% on the four weeks before. 0.0% of all new papers.

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  1. Unlocking Cross-Scenario Physical Layer Security: A Mixture-of-Experts Framework with Generative Diffusion Models

    Sep 22, 2026Xiao Tang, Tong Hui, Chao Shen +46G NetworksWireless Communications

    School of Information and Communication Engineering, Xi’an Jiaotong University, Xi’an 710049, China · Shenzhen Research Institute of Northwestern Polytechnical University, Shenzhen 518057, China · School of Electronics and Information, Northwestern Polytechnical University, Xi’an 710072, China +3

  2. On Identifying Adversarial Intent Injection in AI-Native 6G Networks

    Sep 14, 2026Nilesh Chakraborty, Petar Djukic, Burak Kantarci6G NetworksAdversarial Attacks

    University of Ottawa, Ottawa, ON, Canada · Nokia Bell Labs, 600 March Road, Kanata, ON K2K 2E6, Canada

  3. Adaptive Distributed Physical-Layer Authentication and Attack Detection in 6G Non-Terrestrial Networks via Causal Meta-Learning

    Sep 10, 2026Parsa Rajabi, Mohammad Reza Abedi, Nader Mokari +26G NetworksMeta-Learning

    Department of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, 14115-111, Iran · Department of Systems and Computer Engineering, Carleton University, Ottawa, K1S 5B6, Canada

  4. Efficient Graph Neural Networks for Multicarrier Wideband Hybrid Beamforming Optimization

    Sep 9, 2026Beier Li, Mai VuGraph Neural Networks6G Networks

  5. Agents That Model Agents: Five Principles Toward a Theory of Mind for 6G Networks

    Sep 1, 2026Hatim Chergui, Carolina Fernández-Martínez, Mehdi Bennis +16G NetworksTheory of Mind

    i2CAT Foundation, Spain · University of Oulu, Finland · Research Institute for Digital Future, Khalifa University, 127788 Abu Dhabi, UAE

  6. BeamRMX: Radiation-Pattern-Driven Learning for Generalizable Beam Radio Map Prediction and Beam Management

    Sep 1, 2026Yue Zhang, Xiucheng Wang, Wenshuo Chen +16G NetworksRadio Propagation Modeling

    State Key Laboratory of ISN and the School of Telecommunications Engineering, Xidian University, Xi’an 710071, China · The Hong Kong University of Science and Technology (Guangzhou), Guangzhou 511453, China

  7. CRAFT: Fine-Tuning Pre-hoc Explainability in AI-native 6G RAN

    Sep 1, 2026Pranshav Gajjar, Vijay K Shah6G NetworksLLM Interpretability

    NextG Wireless Lab NCSU Raleigh USA

  8. Heterogeneity-Aware Belief Synchronization for Semantic Communication in AI-Native 6G Networks

    Aug 13, 2026Muhammad Hannan Akram, Muhammad Abubakar Rashid, Wassi Haider Kabir +36G NetworksSemantic Communication

    School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad 44000, Pakistan · Department of Electronic Engineering, Kyung Hee University, Yongin 17104, South Korea · CONNECT Centre and the Department of Computer Science, Munster Technological University, Ireland

  9. Multi-perspective Imbalance-Conscious 6G Beamforming Optimization and Performance

    Aug 13, 2026Chukwunonso Henry Nwokoye, Blessing Oluchi Iloka, Chikwue V. Umeugoji +26G NetworksWireless Resource Allocation

    Liberal Arts & Professional Studies York University, Toronto, Canada · Physics, Engineering & Computer Science University of Hertfordshire England, United Kingdom · IT Services, Joint Admissions & Matn. Board Lagos, Nigeria +1

  10. Conversational Orchestration for Organic 6G

    Aug 11, 2026Masoud Shokrnezhad, Tarik TalebMulti-Agent Orchestration6G Networks

    ICTFICIAL Oy, Espoo, Finland · Ruhr University Bochum, Bochum, Germany

  11. FedCritic-MIMO: Communication-Efficient Serverless Federated Critic Learning for Massive-MIMO Resource Control in Open and Disaggregated 6G RANs

    Aug 4, 2026Amin Farajzadeh, Melike Erol-KantarciFederated RL6G Networks

    School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON K1N 6N5, Canada · with the NETCORE Lab

  12. CARNet: Channel-Adaptive Receiver Network for Robust NextG Communications

    Aug 3, 2026Chao Jiang, Zhuo Xu, Yongli YanAdaptive Model Routing6G Networks

    Department of Electronic Engineering and the State Key Laboratory of Space Network and Communications, Tsinghua University, Beijing 100084, China

  13. LLM-Powered Agentic AI for 5G/6G Networks: A Tutorial and Survey on Architectures, Protocols, and Standardization

    Jul 17, 2026Mazene Ameur, Abdelkader Mekrache, Bouziane Brik +1Multi-Agent LLM SystemsAgent Communication Protocols

    EURECOM, France · Simula Metropolitan, Norway · University of Sharjah, UAE

  14. A VAE-Driven Multi-Task Satellite-Aided Semantic Communication Framework for 6G-Enabled Connected Autonomous Vehicles

    Jul 15, 2026S. M. Abtahiul Alam, Niloy Das, Apurba Adhikary +36G NetworksSemantic Communication

    Department of Information and Communication Engineering, Noakhali Science and Technology University, Bangladesh · Department of Artificial Intelligence, Kyung Hee University, Yongin-si 17104, Republic of Korea · Department of Electrical and Computer Engineering, University of Houston, Houston, TX 77004-4005, USA +1

  15. Generative Communications: Overview, Technologies, and Trends

    Jul 10, 2026Wenjun Zhang, Zhiyong Chen, Tong Wu +46G NetworksSemantic Communication

    Cooperative Medianet Innovation Center and the School of Information Science and Electronic Engineering, Shanghai Jiao Tong University, Shanghai 200240, China

  16. JEPA for AI-Native 6G: Predictive Representations and Open Challenges

    Jul 9, 2026Sheikh Salman Hassan, Irshad A. Meer, Almoatssimbillah Saifaldawla +96G NetworksSelf-Supervised Pre-Training

    IDCoM, University of Edinburgh, Edinburgh EH9 3BF, UK · KTH Royal Institute of Technology, SE-100 44 Stockholm, Sweden · SnT, University of Luxembourg, L-1855 Luxembourg +6

  17. RadioDiff-v2: Generative Angular Radio Maps for Multi-Beam Selection and Localization

    Jul 9, 2026Xiucheng Wang, Junxi Huang, Nan ChengDiffusion Transformer6G Networks

    State Key Laboratory of ISN and School of Telecommunications Engineering, Xidian University, Xi’an 710071, China

  18. From Agentic to Autogenic Network Management for AI-Native 6G and Beyond: A Standards Perspective

    Jul 7, 2026Petar Djukic, Sudipta Acharya, Takai Eddine Kennouche +16G NetworksWireless Communications

    Bell Labs Research, 600 March Rd, Kanata, ON K2K 2E6 · University of Ottawa, 350 Legget Drive, Kanata, ON, Canada, K2K 2W7 · Nokia Technology Standards, Nokia France, 12 rue Jean Bart Massy 91300

  19. 6G Sensing Security: Distributed Game-Theoretic RL for Urban Beamforming and Attacker Detection

    Jul 7, 2026Parmida Geranmayeh, Onur GünlüIntegrated Sensing and Communication6G Networks

    Lehrstuhl für Nachrichtentechnik, Technische Universität Dortmund, Germany · †Information Theory and Security Laboratory (ITSL), Linköping University, Sweden

  20. Optimization Algorithms for Joint OFDM Waveform Design and RIS Configuration in 6G Networks: From Convex Relaxation to Foundation Models

    Jun 30, 2026Ahmet Kaplan6G NetworksBenchmark Design

    Department of AI Engineering, Istanbul Medipol University, Istanbul, Türkiye

  21. Towards CSI-Native Foundation Models: A Channel-Adaptive Roadmap for 6G

    Jun 12, 2026Chenyu Zhang, Xinchen Lyu, Chenshan Ren +2Wireless Foundation ModelsRepresentation Learning

    National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing 100876, China · Key Laboratory of Ethnic Language Intelligent Analysis and Security Governance of MOE, Minzu University of China, Beijing 100081, China · China Telecom Corporation Limited Gansu Branch, Gansu 730000, China

  22. Explainable Task-Oriented Token Communication for AI-Native 6G Networks

    Jun 12, 2026Feibo Jiang, Lei Mao, Li Dong +36G NetworksVisual Tokenization

  23. AI-Native Closed-Loop Security for 6G-Enabled Cyber-Physical Systems: From Edge Detection to Network-Wide Mitigation

    Jun 6, 2026Bilal Hussain, Muhammad Bilal, Tan Li +6Cyber-Physical Systems6G Networks

    Division of Science, Engineering, and Health Studies, School of Professional Education and Executive Development, The Hong Kong Polytechnic University, Hong Kong SAR, China · School of Computing and Communications, Lancaster University, United Kingdom · Department of Computer Science, The Hang Seng University of Hong Kong, Hong Kong SAR, China +4

  24. Mitigating Anchoring Bias in LLM-Based Agents for Energy-Efficient 6G Autonomous Networks

    Jun 5, 2026Hatim Chergui, Claudia Carballo González, Farhad Rezazadeh +1Multi-Agent LLM Systems6G Networks

    i2CAT Foundation, 08034 Barcelona, Spain · Universitat Polit`ecnica de Catalunya (UPC), 08034 Barcelona, Spain · Research Institute for Digital Future, Khalifa University, 127788 Abu Dhabi, UAE

  25. Multi-Agent DRL for QoS and Energy Optimization in RIS-Enabled Open-RAN Industrial 6G TN/NTN Networks

    May 31, 2026Marwan Dhuheir, Thang X. Vu, Symeon Chatzinotas6G NetworksReconfigurable Intelligent Surfaces

    The Interdisciplinary Centre for Security, Reliability and Trust (SnT), University of Luxembourg, Luxembourg.

  26. A Communication-Centric 6G-LLM Architecture for Scalable Tactical Autonomous Defense Vehicle Networks

    May 31, 2026Kiran Khurshid, Shumaila Javaid, Nasir SaeedMulti-Agent Coordination6G Networks

    Department of Computer and Software Engineering, National University of Sciences and Technology (NUST), Islamabad, Pakistan · Department of Control Science and Engineering, College of Electronics and Information Engineering, Tongji University and National Key Laboratory of Autonomous Intelligent Unmanned Systems, Tongji University, China · Department of Electrical and Communication Engineering, UAE University, Al-Ain 15551, UAE

  27. AgentxGCore: Agentic AI for Next-Generation Mobile Core Network

    May 29, 2026Maria Katarine Santana Barbosa, Kelvin L. DiasMulti-Agent Orchestration6G Networks

    Centro de Informática - Universidade Federal de Pernambuco, Brazil

  28. DRIFT: Joint Channel Estimation and Prediction Towards Pilotless 6G Non-Terrestrial Networks

    May 29, 2026Bruno De Filippo, Carla Amatetti, Alessandro Vanelli-Coralli6G NetworksWireless Communications

    Department of Electrical, Electronic, and Information Engineering (DEI), Univ. of Bologna, Bologna, Italy

  29. Privacy-Aware Agent Collaboration for Dynamic VR Slice Management in 6G SD-RAN

    May 28, 2026Khaled M. Naguib, Soumaya Cherkaoui, Mahmoud M. Elmesalawy +26G NetworksWireless Communications

    Department of Computer and Software Engineering, Polytechnique Montr´eal, Montr´eal, Canada · Electronics and Communications, Helwan Univ. Cairo, Egypt

  30. GENESIS: Harnessing AI Agents for Autonomous 6G RAN Synthesis, Research, and Testing

    May 26, 2026Tamerlan Aghayev, Maxime Elkael, Michele Polese +116G NetworksWireless Communications

    Institute for Intelligent Networked Systems at Northeastern University, Boston, MA.

  31. Certified Causal Attribution for Real-Time Attack Forensics in 6G Network Slicing

    May 26, 2026Minh K. Quan, Pubudu N. Pathirana6G NetworksTime-Series Causal Discovery

    School of Engineering, Deakin University, Geelong VIC 3220, Australia

  32. 6G Communication Networks Enabling Embodied Agents: Architecture and Prototype

    May 22, 2026Lipeng Dai, Luping Xiang, Kun Yang6G NetworksRobot Teleoperation

    State Key Laboratory of Novel Software Technology, Nanjing University, Nanjing, 210008, China · Institute of Intelligent Networks and Communications (NINE), Nanjing University (Suzhou Campus), Suzhou, 215163, China

  33. DRL-Driven Edge-Aware Utility Optimization for Multi-Slice 6G Networks

    May 21, 2026Khaled M. Naguib, Soumaya Cherkaoui, Mahmoud M. Elmessalawy +26G NetworksEdge Computing

    CCAS Department, School of Engineering, New Giza University (NGU), Cairo, Egypt · Department of Computer and Software Engineering, Polytechnique Montreal, Montreal, QC H3T 1J4, Canada · Department of Electronics and Communications, Faculty of Engineering, Helwan University, Cairo, Egypt

  34. FedCritic: Serverless Federated Critic Learning-based Resource Allocation for Multi-Cell OFDMA in 6G

    May 20, 2026Amin Farajzadeh, Melike Erol-KantarciFederated RL6G Networks

    School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, Canada

  35. Towards Resilient and Autonomous Networks: A BlueSky Vision on AI-Native 6G

    May 20, 2026Liang Wu, Kelly Wan, Mayank Darbari +16G NetworksMulti-Agent Systems

    Nokia Sunnyvale, California, USA

  36. Embodied AI in 6G Networks: From Intelligent Connectivity to Physical Intelligence

    May 17, 2026Junaid Sajid, Sheikh Salman Hassan, Wenshuai Liu +76G NetworksWireless Communications

    Thomas Johann Seebeck Department of Electronics, Tallinn University of Technology (TalTech), 19086 Tallinn, Estonia · Institute for Imaging, Data and Communication (IDCoM), The University of Edinburgh, Edinburgh EH9 3BF, United Kingdom · School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, Jiangsu, 214122, China +5

  37. Operator-Controlled 6G: From Connectivity Infrastructure to Guaranteed Digital Services

    May 15, 2026David Soldani6G NetworksWireless Communications

    Rakuten Mobile Inc., Tokyo 158-0094, Japan

  38. Physical-AI: From Channel Awareness to Environmental Intelligence in 6G Wireless Networks

    May 12, 2026Farooque Hassan Kumbhar, Kapal Dev, Sunder Ali Khowaja +36G NetworksWireless Communications

    Augmented Cognition Meta-communications ERC Research Center, Korea University, Korea · Department of Computer Science, Munster Technological University (MTU), Ireland · School of Computing, Faculty of Engineering and Computing, Dublin City University, Ireland +4

  39. Bridging the Cognitive Gap: A Unified Memory Paradigm for 6G Agentic AI-RAN

    May 11, 2026Xijun Wang, Zhaoyang Liu, Chenyuan Feng +36G NetworksWireless Communications

    Sun Yat-sen University, China · University of Exeter, U.K. · Zhejiang University, China +2

  40. Generalization Bounds of Emergent Communications for Agentic AI Networking

    May 9, 2026Yong Xiao, Jingxuan Chai, Guangming Shi +16G NetworksInformation Bottleneck

    School of Elect. Inform. & Commun., Huazhong Univ. of Science & Technology, China · School of Artificial Intelligence, Xidian University, Xi’an, China · Peng Cheng Laboratory, Shenzhen, China +1

  41. 6G Needs Agents: Toward Agentic AI-Native Networks for Autonomous Intelligence

    May 2, 2026Mohamed Amine Ferrag, Abderrahmane Lakas, Merouane Debbah6G NetworksLLM Agent Orchestration

    Department of Computer and Network Engineering, United Arab Emirates University, UAE · Research Institute for Digital Future, Khalifa University, UAE

  42. AirFM-DDA: Air-Interface Foundation Model in the Delay-Doppler-Angle Domain for AI-Native 6G

    Apr 19, 2026Kejia Bian, Meixia Tao, Jianhua Mo +2Wireless Foundation ModelsRepresentation Learning

    School of Information Science and Electronic Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China · Shanghai Innovation Institute, Shanghai 200231, China

  43. Towards Trustworthy 6G Network Digital Twins: A Framework for Validating Counterfactual What-If Analysis in Edge Computing Resources

    Apr 16, 2026Julian Jimenez Agudelo, Paola Soto, Ayat Zaki-Hindi +56G NetworksDigital Twins

    University of Antwerp - imec, IDLab, Belgium · Luxembourg Institute of Science and Technology (LIST), Luxembourg

  44. How Small Can 6G Reason? Scaling Tiny-to-Small Language Models for AI-Native Networks

    Mar 2, 2026Mohamed Amine Ferrag, Abderrahmane Lakas, Merouane Debbah6G NetworksSmall Language Models

    Department of Computer and Network Engineering, United Arab Emirates University, UAE · Research Institute for Digital Future, Khalifa University, UAE