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Submissions from 2023

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Incremental learning for transductive support vector machine, Haiyan Chen, Ying Yu, Yizhen Jia, and Bin Gu

Submissions from 2022

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Dynamic Network Slicing and Resource Allocation for 5G-and-Beyond Networks, Alaa Awad Abdellatif, Amr Mohamed, Aiman Erbad, and Mohsen Guizani

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When Federated Learning Meets Game Theory: A Cooperative Framework to secure IIoT Applications on Edge Computing, Zakaria Abou El Houda, Bouziane Brik, Adlen Ksentini, Lyes Khoukhi, and Mohsen Guizani

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FLECS: A Federated Learning Second-Order Framework via Compression and Sketching, Artem Agafonov, Dmitry Kamzolov, Rachael Tappenden, Alexander Gasnikov, and Martin Takac

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Variational Autoencoders for Reliability Optimization in Multi-Access Edge Computing Networks, Arian Ahmadi, Omid Semiari, Mehdi Bennis, and Méroúane Debbah

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Time Reversal for 6G Spatiotemporal Focusing: Recent Experiments, Opportunities, and Challenges, George C. Alexandropoulos, Ali Mokh, Ramin Khayatzadeh, Julien de Rosny, Mohamed Kamoun, Abdelwaheb Ourir, Arnaud Tourin, Mathias Fink, and Mérouane Debbah

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Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces, George C. Alexandropoulos, Kyriakos Stylianopoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, and Mérouane Debbah

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Suppressing Poisoning Attacks on Federated Learning for Medical Imaging, Naif Alkhunaizi, Dmitry Kamzolov, Martin Takac, and Karthik Nandakumar

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A Comprehensive Survey on the Applications of Blockchain for Securing Vehicular Networks, Tejasvi Alladi, Vinay Chamola, Nishad Sahu, Vishnu Venkatesh, Adit Goyal, and Mohsen Guizani

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Multi-Agent Reinforcement Learning for Network Selection and Resource Allocation in Heterogeneous multi-RAT Networks, Mhd Saria Allahham, Alaa Awad Abdellatif, Naram Mhaisen, Amr Mohamed, Aiman Erbad, and Mohsen Guizani

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C-HealthIER: A Cooperative Health Intelligent Emergency Response System for C-ITS, Moayad Aloqaily, Haya Elayan, and Mohsen Guizani

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Computer Vision-Based Architecture for IoMT Using Deep Learning, Rabiah Al-Qudah, Moayad Aloqaily, and Fakhreddine (Fakhri) Karray

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Intelligent Blockchain-Enabled Communication and Services: Solutions for Moving Internet of Things Devices, Ismaeel Al Ridhawi, Moayad Aloqaily, and Fakhreddine (Fakhri) Karray

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Blockchain-Empowered Security and Energy Efficiency of Drone Swarm Consensus for Environment Exploration, Saeed Hamood Alsamhi, Alexey V. Shvetsor, Svetlana V. Shvetsova, Ammar Hawbani, Mohsen Guizani, Mohammed A. Alhartomi, and Ou Ma

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Towards Smart City Security: Violence and Weaponized Violence Detection using DCNN, Toluwani Aremu, Li Zhiyuan, Reem Alameeri, Moayad Aloqaily, and Mohsen Guizani

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RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for Low Latency IoT Systems, Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, and Mohsen Guizani

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Blockchain-envisioned access control for internet of things applications: a comprehensive survey and future directions, Palak Bagga, Ashok Kumar Das, Vinay Chamola, and Mohsen Guizani

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A Survey on Cache-Aided NOMA for 6G Networks, Dipen Bepari, Soumen Mondal, Aniruddha Chandra, Rajeev Shukla, Yuanwei Liu, Mohsen Guizani, and Arumugam Nallanathan

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On Scaled Methods for Saddle Point Problems, Aleksandr Beznosikov, Aibek Alanov, Dmitry Kovalev, Martin Takac, and Alexander Gasnikov

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Data-Hungry Issue in Personalized Product Search, Wu Bin, Shangsong Liang, and Yuehong Wu

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Decentralized Personalized Federated Min-Max Problems, Ekaterina Borodich, Aleksandr Beznosikov, Abdurakhmon Sadiev, Vadim Sushko, Nikolay Savelyev, Martin Takáč, and Alexander V. Gasnikov

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PerFED-GAN: Personalized Federated Learning via Generative Adversarial Networks, Xingjian Cao, Gang Sun, Hongfang Yu, and Mohsen Guizani

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Self-supervised Deep Learning for mmWave Beam Steering Exploiting Sub-6 GHz Channels, Irched Chafaa, Romain Negrel, E. Veronica Belmega, and Mérouane Debbah

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Robustar: Interactive Toolbox Supporting Precise Data Annotation for Robust Vision Learning, Chonghan Chen, Haohan Wang, Leyang Hu, Yuhao Zhang, Shuguang Lyu, Jingcheng Wu, Xinnuo Li, Linjing Sun, and Eric Xing

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Audio-based Security Techniques for Secure Device-to-Device (D2D) Communications, Daijang Chen, Ning Zhang, Huici Wu, Kuan Zhang, Rongxing Lu, and Mohsen Guizani

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Revisiting Parameter-Efficient Tuning: Are We Really There Yet?, Guanzheng Chen, Fangyu Liu, Zaiqiao Meng, and Shangsong Liang

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Implicit Motion Handling for Video Camouflaged Object Detection, Xuelian Cheng, Huan Xiong, Deng-Ping Fan, Yiran Zhong, Mehrtash Harandi, Tom Drummond, and Zongyuan Ge

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Cross-Temporal Snapshot Alignment for Dynamic Multi-Relational Networks, Lvjia Chen and Shangsong Liang

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Relevance Attack on Detectors, Sizhe Chen, Fan He, Xiaolin Huang, and Kun Zhang

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RANCE: a Randomly Centralized and On-Demand Clustering Protocol for Mobile Ad Hoc Networks, Xi Chen, Gang Sun, Tao Wu, Ling Liu, Hongfang Yu, and Mohsen Guizani

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Distributed Learning With Sparsified Gradient Differences, Yicheng Chen, Rick S. Blum, Martin Takac, and Brian M. Sadler

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Vision Transformer Slimming: Multi-Dimension Searching In Continuous Optimization Space, Arnav Chevan, Zhiqiang Shen, Zhuang Liu, Kwangting Cheng, and Eric Xing

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Large-Scale Nonlinear AUC Maximization via Triply Stochastic Gradients, Zhiyuan Dang, Xiang Li, Bin Gu, and Cheng Deng

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RLPROMPT: Optimizing Discrete Text Prompts With Reinforcement Learning, Mingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, Yihan Wang, Han Guo, Tianmin Shu, Meng Song, Eric Xing, and Zhiting Hu

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Negational symmetry of quantum neural networks for binary pattern classification, Nanqing Dong, Michael Kampffmeyer, Irina Voiculescu, and Eric P. Xing

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Sustainability of Healthcare Data Analysis IoT-Based Systems Using Deep Federated Learning, Haya Elayan, Moayad Aloqaily, and Mohsen Guizani

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Decentralized IoB for Influencing IoT-based Systems Behavior, Haya Elayan, Moayad Aloqaily, Fakhreddine (Fakhri) Karray, and Mohsen Guizani

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Internet of Behavior (IoB) and Explainable AI Systems for Influencing IoT Behavior, Haya Elayan, Moayad Aloqaily, Fakhri Karray, and Mohsen Guizani

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Design of a Reconfigurable Intelligent Surface-Assisted FM-DCSK-SWIPT Scheme with Non-linear Energy Harvesting Model, Yi Fang, Yiwei Tao, Huan Ma, Yonghui Li, and Mohsen Guizani

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Curriculum Learning for Goal-Oriented Semantic Communications with a Common Language, Mohammad Karimzadeh Farshbafan, Walid Saad, and Mérouane Debbah

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A Lightweight Hierarchical AI Model for UAV-Enabled Edge Computing With Forest-fire Detection Use-case, Moustafa M. Fouda, Sadman Sakib, Zubair Md. Fadlullah, Nidal Nasser, and Mohsen Guizani

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Stochastic Bilevel Distributed Optimization over a Network, Hongchang Gao, Bin Gu, and My T. Thai

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The Power Of First-Order Smooth Optimization for Black-Box Non-Smooth Problems, Alexander V. Gasnikov., Anton Novitskii, Vasilii Novitskii, Farshed Abdukhakimov, Dmitry Kamzolov, Aleksandr Beznosikov, Martin Takáč, Pavel Dvurechensky, and Bin Gu

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Algorithm for Constrained Markov Decision Process with Linear Convergence, Egor Gladin, Maksim Lavrik-Karmazin, Karina Zainullina, Varvara Rudenko, Alexander Gasnikov, and Martin Takac

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When Optimization Meets Machine Learning: The Case of IRS-Assisted Wireless Networks, Shimin Gong, Jiaye Lin, Beichen Ding, Dusit Niyato, Dong In Kim, and Mohsen Guizani

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A Game Theoretic Analysis for Power Management and Cost Optimization of Green Base Stations in 5G and Beyond Communication Networks, Praveen Gorla, Anuj Deshmukh, Sandeep Joshi, Vinay Chamola, and Mohsen Guizani

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Decentralized Renewable Resource Redistribution and Optimization for Beyond 5G Small Cell Base Stations: A Machine Learning Approach, Praveen Gorla, Mohammad Saif, Vinay Chamola, Biplab Sikdar, and Mohsen Guizani

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Accelerated IoT Anti-Jamming: A Game Theoretic Power Allocation Strategy, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer Khattab, and Mohsen Guizani

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A Secure Energy Efficient Scheme for Cooperative IoT Networks, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer Khattab, and Mohsen Guizani

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Federated Learning Stability Under Byzantine Attacks, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer Khattab, and Mohsen Guizani

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Robust Decentralized Federated Learning Using Collaborative Decisions, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer Khattab, and Mohsen Guizani

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Towards Secure IoT Networks in Healthcare Applications: A Game Theoretic Anti-Jamming Framework, Ala Gouissem, Khalid Abualsaud, Elias Yaacoub, Tamer Khattab, and Mohsen Guizani

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Balanced Self-Paced Learning for AUC Maximization, Bin Gu, Chenkang Zhang, Huan Xiong, and Heng Huang

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Multiagent Reinforcement Learning-Based Semi-Persistent Scheduling Scheme in C-V2X Mode 4, Bo Gu, Weixiang Chen, Mamoun Alazab, Xiaojun Tan, and Mohsen Guizani

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Deep Information Fusion-Driven POI Scheduling for Mobile Social Networks, Zhiwei Guo, Keping Yu, Ali Kashif Bashir, Di Zhang, Yasser D. Al-Otaibi, and Mohsen Guizani

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QMIX Aided Routing in Social-Based Delay-Tolerant Networks, Chenchen Han, Haipeng Yao, Tianle Mai, Ni Zhang, and Mohsen Guizani

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Learning to Control under Time-Varying Environment, Yuzhen Han, Ruben Solozabal, Jing Dong, Xingyu Zhou, Martin Takac, and Bin Gu

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MED-GPVS: A Deep Learning-Based Joint Biomedical Image Classification and Visual Question Answering System for Precision e-Health, Harishma T. Haridas; Mostafa M. Fouda; Zubair Md Fadlullah; Mohamed Mahmoud; Benha University, Faculty of Engineering at Shoubra, Egypt; and Mohsen Guizani

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Edge-Assisted Solutions for IoT-Based Connected Healthcare Systems: A Literature Review, Vahideh Hayyolalam, Moayad Aloqaily, Oznur Ozkasap, and Mohsen Guizani

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Design and Formal Analysis of a Lightweight MIPv6 Authentication Scheme, Daojing He, Xintong Lu, Xuru Li, Sammy Chan, and Mohsen Guizani

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An Effective Double-layer Detection System Against Social Engineering Attacks, Daojing He, Xin Lv, Xueqian Xu, Shui Yu, Dawei Li, Sammy Chan, and Mohsen Guizani

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Firmware Vulnerabilities Homology Detection Based on Clonal Selection Algorithm for IoT Devices, Daojing He, Xiaohu Yu, Tinghui Li, Sammy Chan, and Mohsen Guizani

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Beamer: Stage-Aware Coflow Scheduling to Accelerate Hyper-Parameter Tuning in Deep Learning Clusters, Yihong He, Weibo Cai, Pan Zhou, Gang Sun, Shouxi Luo, Hongfang Yu, and Mohsen Guizani

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Special issue deep learning for multimedia healthcare, M. Shamim Hossain, Josu Bilbao, Diana P. Tobón, Ghulam Muhammad, and Abdulmotaleb Elsaddik

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Throughput Guarantees for Multi-Cell Wireless Powered Communication Networks with Non-Orthogonal Multiple Access, Liang Huang, Runkai Nan, Kaikai Chi, Qiaozhi Hua, Keping Yu, Neeraj Kumar, and Mohsen Guizani

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Joint Parking and Power Management for Electric Vehicle Edge Computing: A Bilevel Optimization Approach, Xumin Huang, Weifeng Zhong, Jiangtian Nie, Jiawen Kang, Zehui Xiong, Yuan Wu, and Mohsen Guizani

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Learning to generalize Dispatching rules on the Job Shop Scheduling, Zangir Iklassov, Dmitrii Medvedev, Ruben Solozabal, and Martin Takac

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Internet of Things Device Capabilities, Architectures, Protocols, and Smart Applications in Healthcare Domain: A Review, Md. Milon Islam, Sheikh Noorduddin, Fakhreddine (Fakhri) Karray, and Ghulam Muhammad

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Human Activity Recognition Using Tools of Convolutional Neural Networks: A State of the Art Review, Data Sets, Challenges and Future Prospects, Md Milon Islam, Sheikh Nooruddin, Fakhri Karray, and Ghulam Muhammad

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Digital Twin of Wireless Systems: Overview, Taxonomy, Challenges, and Opportunities, Latif U. Khan, Zhu Han, Walid Saad, Ekram Hossain, Mohsen Guizani, and Choong Seon Hong

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Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient Design, Minsu Kim, Walid Saad, Mohammad Mozaffari, and Mérouane Debbah

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Blockchain and Semi-Distributed Learning-Based Secure and Low-Latency Computation Offloading in Space-Air-Ground-Integrated Power IoT, Haijun Liao, Zhao Wang, Zhenyu Zhou, Yang Wang, Hui Zhang, Shahid Mumtaz, and Mohsen Guizani

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Prototypical Graph Contrastive Learning, Shuai Lin, Liu Chen, Pan Zhou, Zi-Yuan Hu, Shuojia Wang, Ruihui Zhao, Yefeng Zheng, Liang Lin, Eric Xing, and Xiaodan Liang

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Local differential Privacy for Belief Functions, Qiyu Li, Chunlai Zhou, Biao Qin, and Zhiqiang Xu

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SP2: A Second Order Stochastic Polyak Method, Shuang Li, William J. Swartworth, Martin Takac, Deanna Needell, and Robert M. Gower

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Classification-Aware Path Planning of Network of Robots, Guangyi Liu, Arash Amini, Martin Takac, and Nader Motee

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Robustness Analysis of Classification Using Recurrent Neural Networks with Perturbed Sequential Input, Guangyi Liu, Arash Amini, Martin Takac, and Nader Motee

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Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation, Jie Liu, Yanqi Bao, Guo-Sen Xie, Huan Xiong, Jan-Jakob Sonke, and Efstratios Gavves

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Intelligent Edge-Enabled Efficient Multi-Source Data Fusion for Autonomous Surface Vehicles in Maritime Internet of Things, Ryan Wen Liu, Yu Guo, Jiangtian Nie, Qin Hu, Zehui Xiong, Han Yu, and Mohsen Guizani

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Deep Learning-Powered Vessel Trajectory Prediction for Improving Smart Traffic Services in Maritime Internet of Things, Ryan Wen Liu, Maohan Liang, Jiangtian Nie, Wei Yang Bryan Lim, Yang Zhang, and Mohsen Guizani

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Matching Game for Intelligent Resource Management in Integrated Satellite-Terrestrial Networks, Xinru Mi, Chungang Yang, Yanbo Song, Zhu Han, and Mohsen Guizani

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On Improving Automated Detection of Cyber-Bully in Social Networks with Constrained Datasets: A Hierarchical Deep Learning Approach, Venkata S. Nagulapati, Sai R. Rapelli, Zubair Md Fadlullah, Mostafa M. Fouda, Waleed Alasmary, and Mohsen Guizani

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An Evolutionary Computing Based Approach for Optimal Target Coverage in Wireless Sensor Networks, Sheikh Nooruddin, Md. Milon Islam, and Fakhreddine (Fakhri) Karray

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Multiagent Deep Reinforcement Learning for Wireless-Powered UAV Networks, Omar Sami Oubbati, Abderrahmane Lakas, and Mohsen Guizani

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Personalized, Sequential, Attentive, Metric-Aware Product Search, Yaoxin Pan, Shangsong Liang, Jiaxin Ren, Zaiqiao Meng, and Qiang Zhang

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Deep Learning and Blockchain-based Framework to Detect Malware in Autonomous Vehicles, Dev Patel, Dhairya Jadav, Rajesh Gupta, Nilesh Kumar Jadav, Sudeep Tanwar, Bassem Ouni, and Mohsen Guizani

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Cybertwin-Driven Federated Learning Based Personalized Service Provision for 6G-V2X, Sahaya Beni Prathiba, Gunasekaran Raja, Sudha Anbalagan, Sugeerthi Gurumoorthy, Neeraj Kumar, and Mohsen Guizani

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DuBloQ: Blockchain and Q-Learning Based Drug Discovery in Healthcare 4.0, Urvashi Ramdasani, Gunjan Vinzuda, Sudeep Tanwar, Rajesh Gupta, and Mohsen Guizani

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Stochastic Gradient Methods with Preconditioned Updates, Abdurakhmon Sadiev, Aleksandr Beznosikov, Abdulla Jasem Almansoori, Dmitry Kamzolov, Rachael Tappenden, and Martin Takac

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Decentralized Personalized Federated Learning: Lower Bounds and Optimal Algorithm For All Personalization Modes, Abdurakhmon Sadiev, Ekaterina Borodich, Aleksandr Beznosikov, Darina Dvinskikh, Rachael Chezhegov, E.H. Tappenden, Martin Takáč, and Alexander V. Gasnikov

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Learning Temporal Rules from Noisy Timeseries Data, Karan Samel, Zelin Zao, Binghong Chen, Shuang Li, Dharmashankar Subramanian, Irfan A. Essa, and Le Song

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Blockchain-based Resource Trading in Multi-UAV-assisted Industrial IoT Networks: A Multi-agent DRL Approach, Abegaz Mohammed Seid, Hayla Nahom Abishu, Yasin Habtamu Yacob, Tewodros Alemu Ayall, Aiman Erbad, and Mohsen Guizani

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A Privacy-Preserving Multidimensional Range Query Scheme for Edge-Supported Industrial IoT, Shuai Shang, Xiong Li, Rongxing Lu, Jianwei Niu, Xiaosong Zhang, and Mohsen Guizani

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Artificial Intelligence for 6G Networks: Technology Advancement and Standardization, Muhammad Karam Shehzad, Luca Rose, Muhammad Majid Butt, István Z. Kovács, Mohamad Assaad, and Mohsen Guizani

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Machine learning security attacks and defense approaches for emerging cyber physical applications: A comprehensive survey, Jaskaran Singh, Mohammad Wazid, Ashok Kumar Das, Vinay Chamola, and Mohsen Guizani

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QoS Aware Uplink Scheduling for M2M Communication in LTE/LTE-A Network: A Game Theoretic Approach, Upendra Singh, Amit Dua, Neeraj Kumar, and Mohsen Guizani

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SD-AETO: Service Deployment Enabled Adaptive Edge Task Offloading in MEC, Liangjun Song, Gang Sun, Hongfang Yu, and Mohsen Guizani

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Digital Twin-enabled IoMT System for Surgical Simulation using rAC-GAN, Yonghang Tai, Liqiang Zhang, Qiong Li, Chunsheng Zhu, Victor Chang, Joel J. P. C. Rodrigues, and Mohsen Guizani

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SDN Assisted Mobile Edge Computing for Collaborative Computation Offloading in Industrial Internet of Things, Chaogang Tang, Chunsheng Zhu, Ning Zhang, Mohsen Guizani, and Joel J. P. C. Rodrigues

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Slicing-Based Software-Defined Mobile Edge Computing in the Air, Jianhang Tang, Jiangtian Nie, Jun Zhao, Yi Zhou, Zehui Xiong, and Mohsen Guizani