Nguyen Diep Ngoc (Diep Ngoc Nguyen) - マイポータル

基本情報

所属: シドニー工科大学 Associate Proffesor
: 北海道大学講師

学位: Ph.D., in Electrical and Computer Engineering(2013年4月 The University of Arizona, Tucson, United States)

J-GLOBAL ID: 202401017684656070
researchmap会員ID: R000064184

論文

163

Multiple-Input Variational Auto-Encoder for Anomaly Detection in Heterogeneous Data.

Phai Vu Dinh, Diep N. Nguyen, Dinh Thai Hoang, Quang Uy Nguyen, Eryk Dutkiewicz

CoRR abs/2501.08149 2025年1月
A Matching Game for LLM Layer Deployment in Heterogeneous Edge Networks.

Benedetta Picano, Dinh Thai Hoang, Diep N. Nguyen

IEEE Open J. Commun. Soc. 6 3795-3805 2025年
Dynamic Multi-Tier Resource Allocation Framework for Metaverse.

Nam Hoai Chu, Nguyen Quang Hieu, Diep N. Nguyen, Dinh Thai Hoang, Khoa Tran Phan, Eryk Dutkiewicz, Dusit Niyato, Tao Shu

IEEE Netw. 39(1) 197-204 2025年1月
Quantum Annealing for Complex Optimization in Satellite Communication Systems.

Thinh Quang Dinh, Son Hoang Dau, Eva Lagunas, Symeon Chatzinotas, Diep N. Nguyen, Dinh Thai Hoang

IEEE Internet Things J. 12(4) 3771-3784 2025年
Enabling technologies for Web 3.0: A comprehensive survey.

Md Arif Hassan, Mohammad Behdad Jamshidi, Bui Duc Manh, Nam Hoai Chu, Chi-Hieu Nguyen, Nguyen Quang Hieu, Cong Thanh Nguyen 0001, Dinh Thai Hoang, Diep N. Nguyen, Nguyen Van Huynh …

Comput. Networks 264 111242-111242 2025年
Revolutionizing biological digital twins: Integrating internet of bio-nano things, convolutional neural networks, and federated learning.

Mohammad (behdad) Jamshidi, Dinh Thai Hoang, Diep N. Nguyen, Dusit Niyato, Majid Ebrahimi Warkiani

Comput. Biol. Medicine 189 109970-109970 2025年
Constrained Twin Variational Auto-Encoder for Intrusion Detection in IoT Systems.

Phai Vu Dinh, Quang Uy Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Son Pham Bao, Eryk Dutkiewicz

IEEE Internet Things J. 11(8) 14789-14803 2024年4月
Encrypted Data Caching and Learning Framework for Robust Federated Learning-Based Mobile Edge Computing

Chi Hieu Nguyen, Yuris Mulya Saputra, Dinh Thai Hoang, Diep N. Nguyen, Van Dinh Nguyen, Yong Xiao, Eryk Dutkiewicz

IEEE/ACM Transactions on Networking 2024年
Spoofing Detection for LiDAR in Autonomous Vehicles: A Physical-Layer Approach

Xueyang Hu, Tian Liu, Tao Shu, Diep Nguyen

IEEE Internet of Things Journal 2024年
HCFL: A High Compression Approach for Communication-Efficient Federated Learning in Very Large Scale IoT Networks

Minh Duong Nguyen, Sang Min Lee, Quoc Viet Pham, Dinh Thai Hoang, Diep N. Nguyen, Won Joo Hwang

IEEE Transactions on Mobile Computing 22(11) 6495-6507 2023年11月1日
In-Network Computation for Large-Scale Federated Learning Over Wireless Edge Networks

Thinh Quang Dinh, Diep N. Nguyen, Dinh Thai Hoang, Tran Vu Pham, Eryk Dutkiewicz

IEEE Transactions on Mobile Computing 22(10) 5918-5932 2023年10月1日
Federated Learning Framework With Straggling Mitigation and Privacy-Awareness for AI-Based Mobile Application Services

Yuris Mulya Saputra, Diep N. Nguyen, Dinh Thai Hoang, Quoc Viet Pham, Eryk Dutkiewicz, Won Joo Hwang

IEEE Transactions on Mobile Computing 22(9) 5296-5312 2023年9月1日
Deep Transfer Learning: A Novel Collaborative Learning Model for Cyberattack Detection Systems in IoT Networks

Tran Viet Khoa, Dinh Thai Hoang, Nguyen Linh Trung, Cong T. Nguyen, Tran Thi Thuy Quynh, Diep N. Nguyen, Nguyen Viet Ha, Eryk Dutkiewicz

IEEE Internet of Things Journal 10(10) 8578-8589 2023年5月15日
Dynamic Federated Learning-Based Economic Framework for Internet-of-Vehicles

Yuris Mulya Saputra, Dinh Thai Hoang, Diep N. Nguyen, Le Nam Tran, Shimin Gong, Eryk Dutkiewicz

IEEE Transactions on Mobile Computing 22(4) 2100-2115 2023年4月
Joint Speed Control and Energy Replenishment Optimization for UAV-Assisted IoT Data Collection With Deep Reinforcement Transfer Learning

Nam H. Chu, Dinh Thai Hoang, Diep N. Nguyen, Nguyen Van Huynh, Eryk Dutkiewicz

IEEE Internet of Things Journal 10(7) 5778-5793 2023年4月
Elastic Resource Allocation for Coded Distributed Computing Over Heterogeneous Wireless Edge Networks

Cong T. Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Khoa Tran Phan, Dusit Niyato, Hoang Anh Pham, Eryk Dutkiewicz

IEEE Transactions on Wireless Communications 22(4) 2636-2649 2023年4月
Deep Generative Learning Models for Cloud Intrusion Detection Systems

Ly Vu, Quang Uy Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz

IEEE Transactions on Cybernetics 53(1) 565-577 2023年1月1日
Leveraging Secondary Reflections and Mitigating Interference in Multi-IRS/RIS Aided Wireless Networks

Tu V. Nguyen, Diep N. Nguyen, Marco Di Renzo, Rui Zhang

IEEE Transactions on Wireless Communications 22(1) 502-517 2023年1月1日
MetaShard: A Novel Sharding Blockchain Platform for Metaverse Applications

Cong T. Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Yong Xiao, Dusit Niyato, Eryk Dutkiewicz

IEEE Transactions on Mobile Computing 2023年
MetaSlicing: A Novel Resource Allocation Framework for Metaverse

Nam H. Chu, Dinh Thai Hoang, Diep N. Nguyen, Khoa T. Phan, Eryk Dutkiewicz, Dusit Niyato, Tao Shu

IEEE Transactions on Mobile Computing 2023年

もっとみる

MISC

AI in the Intensive Care Unit: Up-to-Date Review

Diep Nguyen, Brandon Ngo, Eric vanSonnenberg

Journal of Intensive Care Medicine 36(10) 1115-1123 2021年10月
A new perspective on small-scale treatment systems for arsenic affected groundwater

Hung C. Duong, Lan T.T. Tran, Minh T. Vu, Diep Nguyen, Nga T.V. Tran, Long D. Nghiem

Environmental Technology and Innovation 23 2021年8月
Acupuncture and Its Role in the Treatment of Migraine Headaches

Ivan Urits, Megha Patel, Mary Elizabeth Putz, Nikolas R. Monteferrante, Diep Nguyen, Daniel An, Elyse M. Cornett, Jamal Hasoon, Alan D. Kaye, Omar Viswanath

Neurology and Therapy 9(2) 375-394 2020年12月1日
A Comprehensive Review of the Treatment and Management of Myofascial Pain Syndrome

Annemarie Galasso, Ivan Urits, Daniel An, Diep Nguyen, Matthew Borchart, Cyrus Yazdi, Laxmaiah Manchikanti, Rachel J. Kaye, Alan D. Kaye, Ken F. Mancuso …

Current Pain and Headache Reports 24(8) 2020年8月1日
Considerations and Implications of Cannabidiol Use During Pregnancy

Syena Sarrafpour, Ivan Urits, Jordan Powell, Diep Nguyen, Jessica Callan, Vwaire Orhurhu, Thomas Simopoulos, Omar Viswanath, Alan D. Kaye, Rachel J. Kaye …

Current Pain and Headache Reports 24(7) 2020年7月1日
A Comprehensive Survey of Enabling and Emerging Technologies for Social Distancing - Part II: Emerging Technologies and Open Issues

Cong T. Nguyen, Yuris Mulya Saputra, Nguyen Van Huynh, Ngoc Tan Nguyen, Tran Viet Khoa, Bui Minh Tuan, Diep N. Nguyen, Dinh Thai Hoang, Thang X. Vu, Eryk Dutkiewicz …

IEEE Access 8 154209-154236 2020年
A Comprehensive Survey of Enabling and Emerging Technologies for Social Distancing - Part I: Fundamentals and Enabling Technologies

Cong T. Nguyen, Yuris Mulya Saputra, Nguyen Van Huynh, Ngoc Tan Nguyen, Tran Viet Khoa, Bui Minh Tuan, Diep N. Nguyen, Dinh Thai Hoang, Thang X. Vu, Eryk Dutkiewicz …

IEEE Access 8 153479-153507 2020年

Nguyen Diep Ngoc

基本情報

論文

MISC

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