Deep Learning in Mobile and Wireless Networking: A Survey

12 March 2018

Hamed Haddadi

Papers citing "Deep Learning in Mobile and Wireless Networking: A Survey"

50 / 97 papers shown

Title
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence Yu Qiao Huy Q. Le Avi Deb Raha Phuong-Nam Tran Apurba Adhikary Mengchun Zhang Loc X. Nguyen Eui-nam Huh Dusit Niyato C. Hong AI4CE 28 0 0 11 May 2025
Hybrid Real- and Complex-valued Neural Network Architecture Alex Young L. V. Fiorio Bo Yang B. Karanov Wim J. van Houtum Ronald M. Aarts 31 0 0 04 Apr 2025
Regional climate projections using a deep-learning-based model-ranking and downscaling framework: Application to European climate zones Parthiban Loganathan Elias Zea Ricardo Vinuesa Evelyn Otero AI4Cl 91 0 0 27 Feb 2025
Deep Learning in Wireless Communication Receiver: A Survey Shadman Rahman Doha Ahmed Abdelhadi 40 0 0 25 Jan 2025
PTEENet: Post-Trained Early-Exit Neural Networks Augmentation for Inference Cost Optimization Assaf Lahiany Yehudit Aperstein 31 4 0 07 Jan 2025
Adaptive Resource Allocation for Virtualized Base Stations in O-RAN with Online Learning Michail Kalntis Georgios Iosifidis Fernando A. Kuipers 37 5 0 31 Dec 2024
Generative AI for Data Augmentation in Wireless Networks: Analysis, Applications, and Case Study Jinbo Wen Jiawen Kang Dusit Niyato Y. Zhang Jiacheng Wang Biplab Sikdar Ping Zhang 31 0 0 13 Nov 2024
Deoxys: A Causal Inference Engine for Unhealthy Node Mitigation in Large-scale Cloud Infrastructure C. Zhang Randolph Yao Si Qin Ze Li Shekhar Agrawal ... Tri Tran Minghua Ma Qingwei Lin Murali Chintalapati Dongmei Zhang 87 0 0 23 Oct 2024
Security, Trust and Privacy challenges in AI-driven 6G Networks Helena Rifa-Pous Victor Garcia-Font Carlos Núñez-Gómez Julian Salas 18 4 0 16 Sep 2024
5G NR PRACH Detection with Convolutional Neural Networks (CNN): Overcoming Cell Interference Challenges D. Guel Arsene Kabore Didier Bassolé 15 1 0 21 Aug 2024
Shaping Rewards, Shaping Routes: On Multi-Agent Deep Q-Networks for Routing in Satellite Constellation Networks Manuel M. H. Roth Anupama Hegde T. Delamotte Andreas Knopp 15 1 0 04 Aug 2024
A Method for Fast Autonomy Transfer in Reinforcement Learning D. Sahabandu Bhaskar Ramasubramanian M. Alexiou J. S. Mertoguno L. Bushnell Radha Poovendran 20 0 0 29 Jul 2024
CUPID: Improving Battle Fairness and Position Satisfaction in Online MOBA Games with a Re-matchmaking System Ge Fan Chaoyun Zhang Kai Wang Yingjie Li Junyang Chen Zenglin Xu 29 1 0 28 Jun 2024
Towards Neural Architecture Search for Transfer Learning in 6G Networks Adam Orucu Farnaz Moradi Masoumeh Ebrahimi Andreas Johnsson AI4CE 21 1 0 04 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 36 8 0 30 May 2024
A Machine Learning Approach for Simultaneous Demapping of QAM and APSK Constellations Arwin Gansekoele Alexios Balatsoukas-Stimming Tom Brusse Mark Hoogendoorn S. Bhulai R. V. D. Mei 25 4 0 16 May 2024
Can LLMs Understand Computer Networks? Towards a Virtual System Administrator Denis Donadel Francesco Marchiori Luca Pajola Mauro Conti 32 7 0 19 Apr 2024
Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey Feng Liang Zhen Zhang Haifeng Lu Victor C. M. Leung Yanyi Guo Xiping Hu GNN 29 6 0 09 Apr 2024
Tiny Graph Neural Networks for Radio Resource Management Ahmad Ghasemi Hossein Pishro-Nik GNN 21 1 0 28 Mar 2024
Neural Codebook Design for Network Beam Management Ryan M. Dreifuerst Robert W. Heath 16 2 0 05 Mar 2024
Fair Resource Allocation in Virtualized O-RAN Platforms Fatih Aslan Georgios Iosifidis J. Ayala-Romero A. Garcia-Saavedra Xavier Costa Pérez 22 9 0 17 Feb 2024
Data-driven Energy Efficiency Modelling in Large-scale Networks: An Expert Knowledge and ML-based Approach David López-Pérez Antonio De Domenico Nicola Piovesan Merouane Debbah 23 7 0 31 Dec 2023
Xpert: Empowering Incident Management with Query Recommendations via Large Language Models Yuxuan Jiang Chaoyun Zhang Shilin He Zhihao Yang Ming-Jie Ma ... Yu Kang Yingnong Dang Saravan Rajmohan Qingwei Lin Dongmei Zhang 37 17 0 19 Dec 2023
LinguaLinked: A Distributed Large Language Model Inference System for Mobile Devices Junchen Zhao Yurun Song Simeng Liu Ian G. Harris S. Jyothi 16 5 0 01 Dec 2023
An Adaptive Framework for Generalizing Network Traffic Prediction towards Uncertain Environments Alexander Downey Evren Tuna Alkan Soysal AI4TS 17 1 0 30 Nov 2023
Hierarchical ML Codebook Design for Extreme MIMO Beam Management Ryan M. Dreifuerst Robert W. Heath 17 5 0 24 Nov 2023
Breaking Boundaries: Balancing Performance and Robustness in Deep Wireless Traffic Forecasting Romain Ilbert Thai V. Hoang Zonghua Zhang Themis Palpanas OOD AAML 15 0 0 16 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 21 19 0 23 Sep 2023
Fundamental Limits of Deep Learning-Based Binary Classifiers Trained with Hinge Loss T. Getu Georges Kaddoum M. Bennis 32 1 0 13 Sep 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 26 20 0 27 Aug 2023
ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection Yuhang Chen C. Zhang Minghua Ma Yudong Liu Ruomeng Ding Bo-wen Li Shilin He Saravan Rajmohan Qingwei Lin Dongmei Zhang DiffM 14 47 0 03 Jul 2023
A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks Saidul Islam Hanae Elmekki Ahmed Elsebai Jamal Bentahar Najat Drawel Gaith Rjoub Witold Pedrycz ViT MedIm 19 170 0 11 Jun 2023
A Multi-Task Approach to Robust Deep Reinforcement Learning for Resource Allocation Steffen Gracla C. Bockelmann Armin Dekorsy 8 3 0 25 Apr 2023
Robust Deep Reinforcement Learning Scheduling via Weight Anchoring Steffen Gracla Edgar Beck C. Bockelmann Armin Dekorsy OOD 19 3 0 20 Apr 2023
FedTrip: A Resource-Efficient Federated Learning Method with Triplet Regularization Xujing Li Min Liu Sheng Sun Yuwei Wang Hui Jiang Xue Jiang 13 4 0 12 Apr 2023
Failure-tolerant Distributed Learning for Anomaly Detection in Wireless Networks Marc Katzef Andrew C. Cullen T. Alpcan C. Leckie Justin Kopacz 20 0 0 23 Mar 2023
From Emulation to Mathematical: A More General Traffic Obfuscation Approach To Encounter Feature based Mobile App traffic Classification Lichun Gao Mingjie Zeng Zhanhong Huang 11 0 0 06 Feb 2023
Evolution of MAC Protocols in the Machine Learning Decade: A Comprehensive Survey Mostafa Hussien I. Taj-Eddin Mohammed F. A. Ahmed Ali Ranjha K. Nguyen M. Cheriet AI4TS 10 8 0 24 Jan 2023
Machine Learning for Large-Scale Optimization in 6G Wireless Networks Yandong Shi Lixiang Lian Yuanming Shi Zixin Wang Yong Zhou Liqun Fu Lin Bai Jun Zhang Wei Zhang AI4CE 29 75 0 03 Jan 2023
Holistic Network Virtualization and Pervasive Network Intelligence for 6G Xuemin Shen Shen Jie Gao Wen Wu Mushu Li Conghao Zhou W. Zhuang 19 233 0 02 Jan 2023
Channel charting based beamforming Luc Le Magoarou Taha Yassine S. Paquelet M. Crussiére 20 9 0 06 Dec 2022
Interpretable Option Discovery using Deep Q-Learning and Variational Autoencoders Per-Arne Andersen Ole-Christoffer Granmo Morten Goodwin OOD 16 0 0 03 Oct 2022
Self-supervised Learning for Clustering of Wireless Spectrum Activity Ljupcho Milosheski Gregor Cerar Blaž Bertalanič Carolina Fortuna M. Mohorčič 19 3 0 22 Sep 2022
Predictive GAN-powered Multi-Objective Optimization for Hybrid Federated Split Learning Benshun Yin Zhiyong Chen M. Tao FedML 67 23 0 02 Sep 2022
Energy-aware Scheduling of Virtualized Base Stations in O-RAN with Online Learning Michail Kalntis Georgios Iosifidis 8 6 0 21 Aug 2022
A Review of the Convergence of 5G/6G Architecture and Deep Learning O. Odeyomi Olubiyi O. Akintade T. Olowu G. Záruba AILaw 3DV AI4TS 11 1 0 16 Aug 2022
QuickSkill: Novice Skill Estimation in Online Multiplayer Games Chaoyun Zhang Kai Wang Hao Chen Ge Fan Yingjie Li Lifang Wu Bingchao Zheng 12 8 0 15 Aug 2022
FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification Xiao-Ze Lin Seungbae Kim Jungseock Joo CVBM 29 38 0 22 Jul 2022
A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization Junbeom Kim Hoon Lee Seung‐Eun Hong Seok-Hwan Park 41 44 0 12 Jul 2022
Model-based Deep Learning Receiver Design for Rate-Splitting Multiple Access Rafael Cerna Loli Onur Dizdar B. Clerckx Cong Ling 13 17 0 02 May 2022