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Risk Adversarial Learning System for Connected and Autonomous Vehicle Charging


Aug 02, 2021
Md. Shirajum Munir, Ki Tae Kim, Kyi Thar, Dusit Niyato, Choong Seon Hong

* Submitted to IEEE publisher for peer review 

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Collaboration in the Sky: A Distributed Framework for Task Offloading and Resource Allocation in Multi-Access Edge Computing


Jul 30, 2021
Yan Kyaw Tun, Tri Nguyen Dang, Kitae Kim, Madyan Anselwi, Walid Saad, Choong Seon Hong

* Submitted to IEEE Internet of Things Journals 

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Trajectory Optimization and Phase-Shift Design in IRS Assisted UAV Network for High Speed Trains


Jul 02, 2021
Yu Min Park, Yan Kyaw Tun, Zhu Han, Choong Seon Hong

* This paper has been submitted to IEEE Wireless Communications Letters 

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A Business Model for Resource Sharing in Cell-Free UAVs-Assisted Wireless Networks


Jul 02, 2021
Yan Kyaw Tun, Yu Min Park, Tra Huong Thi Le, Zhu Han, Choong Seon Hong

* This paper has been submitted to IEEE Transactions on Vehicular Technology 

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A Dispersed Federated Learning Framework for 6G-Enabled Autonomous Driving Cars


May 20, 2021
Latif U. Khan, Yan Kyaw Tun, Madyan Alsenwi, Muhammad Imran, Zhu Han, Choong Seon Hong


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Ultra-Reliable Indoor Millimeter Wave Communications using Multiple Artificial Intelligence-Powered Intelligent Surfaces


Mar 31, 2021
Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Choong Seon Hong


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Edge-assisted Democratized Learning Towards Federated Analytics


Dec 01, 2020
Shashi Raj Pandey, Minh N. H. Nguyen, Tri Nguyen Dang, Nguyen H. Tran, Kyi Thar, Zhu Han, Choong Seon Hong

* Submitted to IEEE for possible publication 

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Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks


Nov 25, 2020
Minh N. H. Nguyen, Nguyen H. Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong


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An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach


Sep 22, 2020
Tra Huong Thi Le, Nguyen H. Tran, Yan Kyaw Tun, Minh N. H. Nguyen, Shashi Raj Pandey, Zhu Han, Choong Seon Hong

* Paper-TW-Apr-20-0557(2020) 

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Drive Safe: Cognitive-Behavioral Mining for Intelligent Transportation Cyber-Physical System


Aug 24, 2020
Md. Shirajum Munir, Sarder Fakhrul Abedin, Ki Tae Kim, Do Hyeon Kim, Md. Golam Rabiul Alam, Choong Seon Hong

* Submitted to IEEE Transactions on Intelligent Transportation Systems, Special Issue on Technologies for risk mitigation and support of impaired drivers 

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Self-organizing Democratized Learning: Towards Large-scale Distributed Learning Systems


Jul 07, 2020
Minh N. H. Nguyen, Shashi Raj Pandey, Tri Nguyen Dang, Eui-Nam Huh, Choong Seon Hong, Nguyen H. Tran, Walid Saad


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Delay Minimization for Federated Learning Over Wireless Communication Networks


Jul 05, 2020
Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui

* arXiv admin note: substantial text overlap with arXiv:1911.02417 

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Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks


Mar 19, 2020
Sihua Wang, Mingzhe Chen, Changchuan Yin, Walid Saad, Choong Seon Hong, Shuguang Cui, H. Vincent Poor


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Distributed and Democratized Learning: Philosophy and Research Challenges


Mar 18, 2020
Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Nguyen H. Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong


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Data Freshness and Energy-Efficient UAV Navigation Optimization: A Deep Reinforcement Learning Approach


Feb 21, 2020
Sarder Fakhrul Abedin, Md. Shirajum Munir, Nguyen H. Tran, Zhu Han, Choong Seon Hong

* Submitted to IEEE Transactions on Intelligent Transportation Systems, Special Issue on Unmanned Aircraft System Traffic Management 

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Risk-Aware Energy Scheduling for Edge Computing with Microgrid: A Multi-Agent Deep Reinforcement Learning Approach


Feb 21, 2020
Md. Shirajum Munir, Sarder Fakhrul Abedin, Nguyen H. Tran, Zhu Han, Eui Nam Huh, Choong Seon Hong

* Submitted to IEEE Internet of Things Journal 

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Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems


Feb 20, 2020
Md. Shirajum Munir, Nguyen H. Tran, Walid Saad, Choong Seon Hong

* Submitted to IEEE Transactions on Network and Service Management 

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Reinforcement Learning Based Vehicle-cell Association Algorithm for Highly Mobile Millimeter Wave Communication


Jan 22, 2020
Hamza Khan, Anis Elgabli, Sumudu Samarakoon, Mehdi Bennis, Choong Seon Hong

* IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, VOL. 5, NO. 4, DECEMBER 2019 
* 13 pages, 14 figures 

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Deep Learning with Persistent Homology for Orbital Angular Momentum (OAM) Decoding


Nov 15, 2019
Soheil Rostami, Walid Saad, Choong Seon Hong


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Radio Resource Allocation in 5G New Radio: A Neural Networks Based Approach)


Nov 13, 2019
Madyan Alsenwi, Kitae Kim, Choong Seon Hong

* Journal of KIISE, Vol. 46, No. 9, pp.961-967, 2019 

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Energy Efficient Federated Learning Over Wireless Communication Networks


Nov 06, 2019
Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei

* 30 pages, 10 figures 

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A Crowdsourcing Framework for On-Device Federated Learning


Nov 04, 2019
Shashi Raj Pandey, Nguyen H. Tran, Mehdi Bennis, Yan Kyaw Tun, Aunas Manzoor, Choong Seon Hong


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Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation


Nov 01, 2019
Canh Dinh, Nguyen H. Tran, Minh N. H. Nguyen, Choong Seon Hong, Wei Bao, Albert Y. Zomaya, Vincent Gramoli


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