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ORCIDNguyen Hoang Tran
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- affiliation: Macquarie University, Australia
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2020 – today
- 2023
[j123]Sheikh Salman Hassan
, DoHyeon Kim, Yan Kyaw Tun, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Seamless and Energy-Efficient Maritime Coverage in Coordinated 6G Space-Air-Sea Non-Terrestrial Networks. IEEE Internet Things J. 10(6, March 15): 4749-4769 (2023)- [j122]Dai Hoang Tran, Quan Z. Sheng, Wei Emma Zhang, Abdulwahab Aljubairy, Munazza Zaib, Salma Abdalla Hamad, Nguyen Hoang Tran, Nguyen Lu Dang Khoa:
HeteGraph: graph learning in recommender systems via graph convolutional networks. Neural Comput. Appl. 35(18): 13047-13063 (2023) - [j121]Minh N. H. Nguyen, Nguyen Hoang Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks. IEEE Trans. Mob. Comput. 22(1): 541-555 (2023) - [j120]Chit Wutyee Zaw, Nguyen Hoang Tran, Zhu Han, Choong Seon Hong:
Radio and Computing Resource Allocation in Co-Located Edge Computing: A Generalized Nash Equilibrium Model. IEEE Trans. Mob. Comput. 22(4): 2340-2352 (2023) - [j119]Sadman Araf, Adittya Soukarjya Saha, Sadia Hamid Kazi, Nguyen Hoang Tran, Md. Golam Rabiul Alam:
UAV Assisted Cooperative Caching on Network Edge Using Multi-Agent Actor-Critic Reinforcement Learning. IEEE Trans. Veh. Technol. 72(2): 2322-2337 (2023) - [j118]Dai Hoang Tran, Quan Z. Sheng, Wei Emma Zhang, Nguyen Hoang Tran, Nguyen Lu Dang Khoa:
CupMar: A deep learning model for personalized news recommendation based on contextual user-profile and multi-aspect article representation. World Wide Web (WWW) 26(2): 713-732 (2023) - [c84]Tran Dinh Tien, Anh Tuan Nguyen, Nguyen Hoang Tran, Ta Duc Huy, Soan Thi Minh Duong, Chanh D. Tr. Nguyen, Steven Q. H. Truong:
Revisiting Reverse Distillation for Anomaly Detection. CVPR 2023: 24511-24520 - [c83]Tung-Anh Nguyen, Jiayu He, Long Tan Le, Wei Bao, Nguyen Hoang Tran:
Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks. INFOCOM 2023: 1-10 - [i36]Phuong Luu Vo, Nghia T. Nguyen, Long Luu, Canh T. Dinh, Nguyen Hoang Tran, Tuan-Anh Le:
Federated Deep Reinforcement Learning-based Bitrate Adaptation for Dynamic Adaptive Streaming over HTTP. CoRR abs/2306.15860 (2023) - 2022
- [j117]Dai Hoang Tran, Quan Z. Sheng, Wei Emma Zhang, Salma Abdalla Hamad, Nguyen Lu Dang Khoa, Nguyen Hoang Tran:
Deep Conversational Recommender Systems: Challenges and Opportunities. Computer 55(4): 30-39 (2022) - [j116]Chuan Pham, Duong Tuan Nguyen, Yosra Njah, Nguyen Hoang Tran, Kim Khoa Nguyen, Mohamed Cheriet:
Share-to-Run IoT Services in Edge Cloud Computing. IEEE Internet Things J. 9(1): 497-509 (2022) - [j115]Shashi Raj Pandey, Minh N. H. Nguyen, Nguyen Dang Tri, Nguyen Hoang Tran, Kyi Thar, Zhu Han, Choong Seon Hong:
Edge-Assisted Democratized Learning Toward Federated Analytics. IEEE Internet Things J. 9(1): 572-588 (2022) - [j114]Tung Thanh Vu, Duy Trong Ngo, Hien Quoc Ngo, Minh Ngoc Dao, Nguyen Hoang Tran, Richard H. Middleton:
Joint Resource Allocation to Minimize Execution Time of Federated Learning in Cell-Free Massive MIMO. IEEE Internet Things J. 9(21): 21736-21750 (2022) - [j113]Yanru Zhang, Chunxiao Jiang, Nguyen Hoang Tran, Shengrong Bu, Fei Richard Yu, Zhu Han:
Insurance Plan for Service Assurance in Cloud Computing Market with Incomplete Information. J. Commun. Inf. Networks 7(1): 11-22 (2022) - [j112]Hongliang Zhang, Zhu Han, George C. Alexandropoulos, Nguyen Hoang Tran:
Special issue on aerial access networks for 6G. J. Commun. Networks 24(2): 121-124 (2022) - [j111]Bach Long Nguyen, Duy Trong Ngo, Nguyen Hoang Tran, Minh N. Dao, Hai L. Vu:
Dynamic V2I/V2V Cooperative Scheme for Connectivity and Throughput Enhancement. IEEE Trans. Intell. Transp. Syst. 23(2): 1236-1246 (2022) - [j110]Chuan Pham, Duong Tuan Nguyen, Nguyen Hoang Tran, Kim Khoa Nguyen, Mohamed Cheriet:
Dynamic Controller/Switch Mapping: A Service Oriented Assignment Approach. IEEE Trans. Parallel Distributed Syst. 33(10): 2482-2495 (2022) - [j109]Canh T. Dinh, Nguyen Hoang Tran, Tuan Dung Nguyen, Wei Bao, Amir Rezaei Balef, Bing Bing Zhou, Albert Y. Zomaya:
DONE: Distributed Approximate Newton-type Method for Federated Edge Learning. IEEE Trans. Parallel Distributed Syst. 33(11): 2648-2660 (2022) - [j108]Zhengjie Yang, Wei Bao, Dong Yuan, Nguyen Hoang Tran, Albert Y. Zomaya:
Federated Learning With Nesterov Accelerated Gradient. IEEE Trans. Parallel Distributed Syst. 33(12): 4863-4873 (2022) - [j107]Sarder Fakhrul Abedin, Aamir Mahmood, Nguyen Hoang Tran, Zhu Han, Mikael Gidlund:
Elastic O-RAN Slicing for Industrial Monitoring and Control: A Distributed Matching Game and Deep Reinforcement Learning Approach. IEEE Trans. Veh. Technol. 71(10): 10808-10822 (2022) - [c82]Nguyen Hoang Tran, Ta Duc Huy, Soan Thi Minh Duong, Nguyen Phan, Dao Huu Hung, Chanh D. Tr. Nguyen, Trung H. Bui, Steven Quoc Hung Truong:
Improving Local Features with Relevant Spatial Information by Vision Transformer for Crowd Counting. BMVC 2022: 729 - [c81]Jiayu He, Nguyen Hoang Tran, Matloob Khushi:
Stock Predictor with Graph Laplacian-Based Multi-task Learning. ICCS (1) 2022: 541-553 - [c80]Liming Ge, Zizhao Wang, Wei Bao, Dong Yuan, Nguyen Hoang Tran, Bing Bing Zhou, Albert Y. Zomaya:
Semi-Online Multi-Machine with Restart Scheduling for Integrated Edge and Cloud Computing Systems. ICPP 2022: 70:1-70:13 - [i35]Sheikh Salman Hassan, DoHyeon Kim, Yan Kyaw Tun, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Seamless and Energy Efficient Maritime Coverage in Coordinated 6G Space-Air-Sea Non-Terrestrial Networks. CoRR abs/2201.08605 (2022) - [i34]Tung-Anh Nguyen, Tuan Dung Nguyen, Long Tan Le, Canh T. Dinh, Nguyen Hoang Tran:
On the Generalization of Wasserstein Robust Federated Learning. CoRR abs/2206.01432 (2022) - [i33]Tung-Anh Nguyen, Jiayu He, Long Tan Le, Wei Bao, Nguyen Hoang Tran:
Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks. CoRR abs/2212.12121 (2022) - 2021
- [j106]Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Nguyen Hoang Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong:
Distributed and Democratized Learning: Philosophy and Research Challenges. IEEE Comput. Intell. Mag. 16(1): 49-62 (2021) - [j105]Van Dung Nguyen, Tran Trong Khanh, Thant Zin Oo, Nguyen Hoang Tran, Eui-Nam Huh, Choong Seon Hong:
Latency Minimization in a Fuzzy-Based Mobile Edge Orchestrator for IoT Applications. IEEE Commun. Lett. 25(1): 84-88 (2021) - [j104]Yan Kyaw Tun, Yu Min Park, Nguyen Hoang Tran, Walid Saad, Shashi Raj Pandey, Choong Seon Hong:
Energy-Efficient Resource Management in UAV-Assisted Mobile Edge Computing. IEEE Commun. Lett. 25(1): 249-253 (2021) - [j103]Tuan Dung Nguyen, Amir Rezaei Balef, Canh T. Dinh, Nguyen Hoang Tran, Duy T. Ngo, Tuan Anh Le, Phuong Luu Vo:
Accelerating Federated Edge Learning. IEEE Commun. Lett. 25(10): 3282-3286 (2021) - [j102]Quoc-Viet Pham, Nadia Iradukunda, Nguyen Hoang Tran, Won-Joo Hwang, Sang-Hwa Chung:
Joint Placement, Power Control, and Spectrum Allocation for UAV Wireless Backhaul Networks. IEEE Netw. Lett. 3(2): 56-60 (2021) - [j101]Anupam Kumar Bairagi, Md. Shirajum Munir, Madyan Alsenwi, Nguyen Hoang Tran, Sultan S. Alshamrani, Mehedi Masud, Zhu Han, Choong Seon Hong:
Coexistence Mechanism Between eMBB and uRLLC in 5G Wireless Networks. IEEE Trans. Commun. 69(3): 1736-1749 (2021) - [j100]Aunas Manzoor, Kitae Kim, Shashi Raj Pandey, S. M. Ahsan Kazmi, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Ruin Theory for Energy-Efficient Resource Allocation in UAV-Assisted Cellular Networks. IEEE Trans. Commun. 69(6): 3943-3956 (2021) - [j99]Anselme Ndikumana, Nguyen Hoang Tran, DoHyeon Kim, Ki Tae Kim, Choong Seon Hong:
Deep Learning Based Caching for Self-Driving Cars in Multi-Access Edge Computing. IEEE Trans. Intell. Transp. Syst. 22(5): 2862-2877 (2021) - [j98]Sarder Fakhrul Abedin, Md. Shirajum Munir, Nguyen Hoang Tran, Zhu Han, Choong Seon Hong:
Data Freshness and Energy-Efficient UAV Navigation Optimization: A Deep Reinforcement Learning Approach. IEEE Trans. Intell. Transp. Syst. 22(9): 5994-6006 (2021) - [j97]Neetu Raveendran, Yunan Gu, Chunxiao Jiang, Nguyen Hoang Tran, Miao Pan, Lingyang Song, Zhu Han:
Cyclic Three-Sided Matching Game Inspired Wireless Network Virtualization. IEEE Trans. Mob. Comput. 20(2): 416-428 (2021) - [j96]Chuan Pham, Duong Tuan Nguyen, Nguyen Hoang Tran, Kim Khoa Nguyen, Mohamed Cheriet:
Optimized IoT Service Chain Implementation in Edge Cloud Platform: A Deep Learning Framework. IEEE Trans. Netw. Serv. Manag. 18(1): 538-551 (2021) - [j95]Md. Shirajum Munir, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems. IEEE Trans. Netw. Serv. Manag. 18(3): 3353-3374 (2021) - [j94]Md. Shirajum Munir, Sarder Fakhrul Abedin, Nguyen Hoang Tran, Zhu Han, Eui-Nam Huh, Choong Seon Hong:
Risk-Aware Energy Scheduling for Edge Computing With Microgrid: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Netw. Serv. Manag. 18(3): 3476-3497 (2021) - [j93]Canh T. Dinh, Nguyen Hoang Tran, Minh N. H. Nguyen, Choong Seon Hong, Wei Bao, Albert Y. Zomaya, Vincent Gramoli:
Federated Learning Over Wireless Networks: Convergence Analysis and Resource Allocation. IEEE/ACM Trans. Netw. 29(1): 398-409 (2021) - [j92]Madyan Alsenwi, Nguyen Hoang Tran, Mehdi Bennis, Shashi Raj Pandey, Anupam Kumar Bairagi, Choong Seon Hong:
Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach. IEEE Trans. Wirel. Commun. 20(7): 4585-4600 (2021) - [j91]Tra Huong Thi Le, Nguyen Hoang Tran, Yan Kyaw Tun, Minh N. H. Nguyen, Shashi Raj Pandey, Zhu Han, Choong Seon Hong:
An Incentive Mechanism for Federated Learning in Wireless Cellular Networks: An Auction Approach. IEEE Trans. Wirel. Commun. 20(8): 4874-4887 (2021) - [c79]Tan M. Tran, Nguyen Hoang Tran, Soan Thi Minh Duong, Huy D. Ta, Chanh D. Tr. Nguyen, Trung H. Bui, Steven Q. H. Truong:
ReSORT: an ID-recovery multi-face tracking method for surveillance cameras. FG 2021: 1-8 - [c78]Tung Thanh Vu, Duy T. Ngo, Hien Quoc Ngo, Minh N. Dao, Nguyen Hoang Tran, Richard H. Middleton:
Straggler Effect Mitigation for Federated Learning in Cell-Free Massive MIMO. ICC 2021: 1-6 - [c77]Jiayu He, Matloob Khushi, Nguyen Hoang Tran, Tongliang Liu:
Robust Dual Recurrent Neural Networks for Financial Time Series Prediction. SDM 2021: 747-755 - [c76]Dai Hoang Tran, Salma Abdalla Hamad, Munazza Zaib, Abdulwahab Aljubairy, Quan Z. Sheng, Wei Emma Zhang, Nguyen Hoang Tran, Nguyen Lu Dang Khoa:
Deep News Recommendation with Contextual User Profiling and Multifaceted Article Representation. WISE (2) 2021: 237-251 - [e1]Xingliang Yuan, Wei Bao, Xun Yi, Nguyen Hoang Tran:
Quality, Reliability, Security and Robustness in Heterogeneous Systems - 17th EAI International Conference, QShine 2021, Virtual Event, November 29-30, 2021, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 402, Springer 2021, ISBN 978-3-030-91423-3 [contents] - [i32]Canh T. Dinh, Tung Thanh Vu, Nguyen Hoang Tran, Minh N. Dao, Hongyu Zhang:
FedU: A Unified Framework for Federated Multi-Task Learning with Laplacian Regularization. CoRR abs/2102.07148 (2021) - [i31]Nguyen Hoang Tran, Abhaya C. Nayak:
Self-Driving Cars and Driver Alertness. CoRR abs/2107.14036 (2021) - 2020
- [j90]Nishat I. Mowla, Nguyen Hoang Tran, Inshil Doh, Kijoon Chae:
Federated Learning-Based Cognitive Detection of Jamming Attack in Flying Ad-Hoc Network. IEEE Access 8: 4338-4350 (2020) - [j89]Latif U. Khan, Ibrar Yaqoob, Nguyen Hoang Tran, Zhu Han, Choong Seon Hong:
Network Slicing: Recent Advances, Taxonomy, Requirements, and Open Research Challenges. IEEE Access 8: 36009-36028 (2020) - [j88]Yan Kyaw Tun, DoHyeon Kim, Madyan Alsenwi, Nguyen Hoang Tran, Zhu Han, Choong Seon Hong:
Energy Efficient Communication and Computation Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond. IEEE Access 8: 136024-136035 (2020) - [j87]Latif U. Khan, Shashi Raj Pandey, Nguyen Hoang Tran, Walid Saad, Zhu Han, Minh N. H. Nguyen, Choong Seon Hong:
Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism. IEEE Commun. Mag. 58(10): 88-93 (2020) - [j86]Zizhao Wang, Wei Bao, Dong Yuan, Liming Ge, Nguyen Hoang Tran, Albert Y. Zomaya:
Accelerating on-device DNN inference during service outage through scheduling early exit. Comput. Commun. 162: 69-82 (2020) - [j85]Latif U. Khan, Ibrar Yaqoob, Nguyen Hoang Tran, S. M. Ahsan Kazmi, Nguyen Dang Tri, Choong Seon Hong:
Edge-Computing-Enabled Smart Cities: A Comprehensive Survey. IEEE Internet Things J. 7(10): 10200-10232 (2020) - [j84]Nishat I. Mowla, Nguyen Hoang Tran, Inshil Doh, Kijoon Chae:
AFRL: Adaptive federated reinforcement learning for intelligent jamming defense in FANET. J. Commun. Networks 22(3): 244-258 (2020) - [j83]Phuong Luu Vo, Tuan-Anh Le, Nguyen Hoang Tran:
An Upward Max-Min Fairness Multipath Flow Control. Mob. Networks Appl. 25(3): 1174-1177 (2020) - [j82]Oanh Tran Thi Kim, Nguyen Hoang Tran, Chuan Pham, Tuan LeAnh, My T. Thai, Choong Seon Hong:
Parking Assignment: Minimizing Parking Expenses and Balancing Parking Demand Among Multiple Parking Lots. IEEE Trans Autom. Sci. Eng. 17(3): 1320-1331 (2020) - [j81]Anselme Ndikumana, Nguyen Hoang Tran, Tai Manh Ho, Zhu Han, Walid Saad, Dusit Niyato, Choong Seon Hong:
Joint Communication, Computation, Caching, and Control in Big Data Multi-Access Edge Computing. IEEE Trans. Mob. Comput. 19(6): 1359-1374 (2020) - [j80]Chuan Pham, Nguyen Hoang Tran, Shaolei Ren, Walid Saad, Choong Seon Hong:
Traffic-Aware and Energy-Efficient vNF Placement for Service Chaining: Joint Sampling and Matching Approach. IEEE Trans. Serv. Comput. 13(1): 172-185 (2020) - [j79]Minh N. H. Nguyen, Chit Wutyee Zaw, Kitae Kim, Nguyen Hoang Tran, Choong Seon Hong:
Let's Share the Resource When We're Co-Located: Colocation Edge Computing. IEEE Trans. Veh. Technol. 69(5): 5618-5633 (2020) - [j78]Tra Huong Thi Le, Nguyen Hoang Tran, Tuan LeAnh, Thant Zin Oo, Kitae Kim, Shaolei Ren, Choong Seon Hong:
Auction Mechanism for Dynamic Bandwidth Allocation in Multi-Tenant Edge Computing. IEEE Trans. Veh. Technol. 69(12): 15162-15176 (2020) - [j77]Shashi Raj Pandey, Nguyen Hoang Tran, Mehdi Bennis, Yan Kyaw Tun, Aunas Manzoor, Choong Seon Hong:
A Crowdsourcing Framework for On-Device Federated Learning. IEEE Trans. Wirel. Commun. 19(5): 3241-3256 (2020) - [j76]Tung Thanh Vu, Duy Trong Ngo, Nguyen Hoang Tran, Hien Quoc Ngo, Minh Ngoc Dao, Richard H. Middleton:
Cell-Free Massive MIMO for Wireless Federated Learning. IEEE Trans. Wirel. Commun. 19(10): 6377-6392 (2020) - [j75]Van Dung Nguyen, Tran Trong Khanh, Nguyen Hoang Tran, Eui-Nam Huh, Choong Seon Hong:
Joint Offloading and IEEE 802.11p-Based Contention Control in Vehicular Edge Computing. IEEE Wirel. Commun. Lett. 9(7): 1014-1018 (2020) - [c75]Chuan Pham, Duong Tuan Nguyen, Nguyen Hoang Tran, Kim Khoa Nguyen, Mohamed Cheriet:
Learning Framework for IoT Services Chain Implementation in Edge Cloud Platform. ICC 2020: 1-6 - [c74]Chit Wutyee Zaw, Nguyen Hoang Tran, Walid Saad, Zhu Han, Choong Seon Hong:
Generalized Nash Equilibrium Game for Radio and Computing Resource Allocation in Co-located MEC. ICC 2020: 1-6 - [c73]Canh T. Dinh, Nguyen Hoang Tran, Tuan Dung Nguyen, Wei Bao, Albert Y. Zomaya, Bing Bing Zhou:
Federated Learning with Proximal Stochastic Variance Reduced Gradient Algorithms. ICPP 2020: 48:1-48:11 - [c72]Dai Hoang Tran, Abdulwahab Aljubairy, Munazza Zaib, Quan Z. Sheng, Wei Emma Zhang, Nguyen Hoang Tran, Khoa L. D. Nguyen:
HeteGraph: A Convolutional Framework for Graph Learning in Recommender Systems. IJCNN 2020: 1-8 - [c71]Canh T. Dinh, Nguyen Hoang Tran, Tuan Dung Nguyen:
Personalized Federated Learning with Moreau Envelopes. NeurIPS 2020 - [c70]Tra Huong Thi Le, Nguyen Hoang Tran, Yan Kyaw Tun, Oanh Tran Thi Kim, Kitae Kim, Choong Seon Hong:
Sharing Incentive Mechanism, Task Assignment and Resource Allocation for Task Offloading in Vehicular Mobile Edge Computing. NOMS 2020: 1-8 - [c69]Tra Huong Thi Le, Nguyen Hoang Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Auction based Incentive Design for Efficient Federated Learning in Cellular Wireless Networks. WCNC 2020: 1-6 - [i30]Md. Shirajum Munir, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems. CoRR abs/2002.08567 (2020) - [i29]Md. Shirajum Munir, Sarder Fakhrul Abedin, Nguyen Hoang Tran, Zhu Han, Eui-Nam Huh, Choong Seon Hong:
Risk-Aware Energy Scheduling for Edge Computing with Microgrid: A Multi-Agent Deep Reinforcement Learning Approach. CoRR abs/2003.02157 (2020) - [i28]Anupam Kumar Bairagi, Md. Shirajum Munir, Madyan Alsenwi, Nguyen Hoang Tran, Sultan S. Alshamrani, Mehedi Masud, Zhu Han, Choong Seon Hong:
Coexistence Mechanism between eMBB and uRLLC in 5G Wireless Networks. CoRR abs/2003.04551 (2020) - [i27]Sarder Fakhrul Abedin, Md. Shirajum Munir, Nguyen Hoang Tran, Zhu Han, Choong Seon Hong:
Data Freshness and Energy-Efficient UAV Navigation Optimization: A Deep Reinforcement Learning Approach. CoRR abs/2003.04816 (2020) - [i26]Madyan Alsenwi, Nguyen Hoang Tran, Mehdi Bennis, Shashi Raj Pandey, Anupam Kumar Bairagi, Choong Seon Hong:
Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach. CoRR abs/2003.07651 (2020) - [i25]Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Nguyen Hoang Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong:
Distributed and Democratized Learning: Philosophy and Research Challenges. CoRR abs/2003.09301 (2020) - [i24]Dai Hoang Tran, Quan Z. Sheng, Wei Emma Zhang, Salma Abdalla Hamad, Munazza Zaib, Nguyen Hoang Tran, Lina Yao, Nguyen Lu Dang Khoa:
Deep Conversational Recommender Systems: A New Frontier for Goal-Oriented Dialogue Systems. CoRR abs/2004.13245 (2020) - [i23]Aunas Manzoor, Kitae Kim, Shashi Raj Pandey, S. M. Ahsan Kazmi, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Ruin Theory for Energy-Efficient Resource Allocation in UAV-assisted Cellular Networks. CoRR abs/2006.00815 (2020) - [i22]Canh T. Dinh, Nguyen Hoang Tran, Tuan Dung Nguyen:
Personalized Federated Learning with Moreau Envelopes. CoRR abs/2006.08848 (2020) - [i21]Minh N. H. Nguyen, Shashi Raj Pandey, Nguyen Dang Tri, Eui-Nam Huh, Choong Seon Hong, Nguyen Hoang Tran, Walid Saad:
Self-organizing Democratized Learning: Towards Large-scale Distributed Learning Systems. CoRR abs/2007.03278 (2020) - [i20]Tung Thanh Vu, Duy T. Ngo, Hien Quoc Ngo, Minh N. Dao, Nguyen Hoang Tran, Richard H. Middleton:
User Selection Approaches to Mitigate the Straggler Effect for Federated Learning on Cell-Free Massive MIMO Networks. CoRR abs/2009.02031 (2020) - [i19]Zhengjie Yang, Wei Bao, Dong Yuan, Nguyen Hoang Tran, Albert Y. Zomaya:
Federated Learning with Nesterov Accelerated Gradient Momentum Method. CoRR abs/2009.08716 (2020) - [i18]Tra Huong Thi Le, Nguyen Hoang Tran, Yan Kyaw Tun, Minh N. H. Nguyen, Shashi Raj Pandey, Zhu Han, Choong Seon Hong:
An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach. CoRR abs/2009.10269 (2020) - [i17]Minh N. H. Nguyen, Nguyen Hoang Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks. CoRR abs/2011.12469 (2020) - [i16]Shashi Raj Pandey, Minh N. H. Nguyen, Nguyen Dang Tri, Nguyen Hoang Tran, Kyi Thar, Zhu Han, Choong Seon Hong:
Edge-assisted Democratized Learning Towards Federated Analytics. CoRR abs/2012.00425 (2020) - [i15]Canh T. Dinh, Nguyen Hoang Tran, Tuan Dung Nguyen, Wei Bao, Amir Rezaei Balef:
DONE: Distributed Newton-type Method for Federated Edge Learning. CoRR abs/2012.05625 (2020)
2010 – 2019
- 2019
- [j74]Sarder Fakhrul Abedin, Anupam Kumar Bairagi, Md. Shirajum Munir, Nguyen Hoang Tran, Choong Seon Hong:
Fog Load Balancing for Massive Machine Type Communications: A Game and Transport Theoretic Approach. IEEE Access 7: 4204-4218 (2019) - [j73]Tra Huong Thi Le, Nguyen Hoang Tran, Phuong Luu Vo, Zhu Han, Mehdi Bennis, Choong Seon Hong:
Joint Cache Allocation With Incentive and User Association in Cloud Radio Access Networks Using Hierarchical Game. IEEE Access 7: 20773-20788 (2019) - [j72]Ashis Talukder, Md. Golam Rabiul Alam, Nguyen Hoang Tran, Dusit Niyato, Choong Seon Hong:
Knapsack-Based Reverse Influence Maximization for Target Marketing in Social Networks. IEEE Access 7: 44182-44198 (2019) - [j71]Ashis Talukder, Md. Golam Rabiul Alam, Nguyen Hoang Tran, Dusit Niyato, Gwan Hoon Park, Choong Seon Hong:
Threshold Estimation Models for Linear Threshold-Based Influential User Mining in Social Networks. IEEE Access 7: 105441-105461 (2019) - [j70]Vandung Nguyen, Tran Trong Khanh, Thant Zin Oo, Nguyen Hoang Tran, Eui-Nam Huh, Choong Seon Hong:
A Cooperative and Reliable RSU-Assisted IEEE 802.11P-Based Multi-Channel MAC Protocol for VANETs. IEEE Access 7: 107576-107590 (2019) - [j69]Phuong Luu Vo, Nguyen Hoang Tran:
Cooperative caching for HTTP-based adaptive streaming contents in cache-enabled radio access networks. Computing 101(5): 435-453 (2019) - [j68]Aunas Manzoor, Nguyen Hoang Tran, Walid Saad, S. M. Ahsan Kazmi, Shashi Raj Pandey, Choong Seon Hong:
Ruin Theory for Dynamic Spectrum Allocation in LTE-U Networks. IEEE Commun. Lett. 23(2): 366-369 (2019) - [j67]Madyan Alsenwi, Nguyen Hoang Tran, Mehdi Bennis, Anupam Kumar Bairagi, Choong Seon Hong:
eMBB-URLLC Resource Slicing: A Risk-Sensitive Approach. IEEE Commun. Lett. 23(4): 740-743 (2019) - [j66]Md. Shirajum Munir, Sarder Fakhrul Abedin, Nguyen Hoang Tran, Choong Seon Hong:
When Edge Computing Meets Microgrid: A Deep Reinforcement Learning Approach. IEEE Internet Things J. 6(5): 7360-7374 (2019) - [j65]Yan Kyaw Tun, Nguyen Hoang Tran, Duy Trong Ngo, Shashi Raj Pandey, Zhu Han, Choong Seon Hong:
Wireless Network Slicing: Generalized Kelly Mechanism-Based Resource Allocation. IEEE J. Sel. Areas Commun. 37(8): 1794-1807 (2019) - [j64]Amjad Ali, Muhammad Ejaz Ahmed, Farman Ali, Nguyen Hoang Tran, Dusit Niyato, Sangheon Pack:
NOn-parametric Bayesian channEls cLustering (NOBEL) Scheme for Wireless Multimedia Cognitive Radio Networks. IEEE J. Sel. Areas Commun. 37(10): 2293-2305 (2019) - [j63]Phuong Luu Vo, Tuan-Anh Le, Nguyen Hoang Tran:
mFAST: A Multipath Congestion Control Protocol for High Bandwidth-Delay Connection. Mob. Networks Appl. 24(1): 115-123 (2019) - [j62]Sarder Fakhrul Abedin, Md. Golam Rabiul Alam, S. M. Ahsan Kazmi, Nguyen Hoang Tran, Dusit Niyato, Choong Seon Hong:
Resource Allocation for Ultra-Reliable and Enhanced Mobile Broadband IoT Applications in Fog Network. IEEE Trans. Commun. 67(1): 489-502 (2019) - [j61]Tai Manh Ho, Nguyen Hoang Tran, Long Bao Le, Zhu Han, S. M. Ahsan Kazmi, Choong Seon Hong:
Network Virtualization with Energy Efficiency Optimization for Wireless Heterogeneous Networks. IEEE Trans. Mob. Comput. 18(10): 2386-2400 (2019) - [j60]Chuan Pham, Nguyen Hoang Tran, Shaolei Ren, Choong Seon Hong, Kim Khoa Nguyen, Mohamed Cheriet:
Joint Energy Scheduling and Water Saving in Geo-Distributed Mixed-Use Buildings. IEEE Trans. Smart Grid 10(5): 5345-5359 (2019) - [j59]Anupam Kumar Bairagi, Nguyen Hoang Tran, Walid Saad, Zhu Han, Choong Seon Hong:
A Game-Theoretic Approach for Fair Coexistence Between LTE-U and Wi-Fi Systems. IEEE Trans. Veh. Technol. 68(1): 442-455 (2019) - [j58]Tuan LeAnh, Nguyen Hoang Tran, Duy Trong Ngo, Zhu Han, Choong Seon Hong:
Orchestrating Resource Management in LTE-Unlicensed Systems With Backhaul Link Constraints. IEEE Trans. Wirel. Commun. 18(2): 1360-1375 (2019) - [j57]