Lecturer, Faculty of Information Technology, Van Lang School of Technology, Van Lang University
Visiting Professor, Department of Artificial Intelligence, The Catholic University of Korea
IEEE Member
📧 hai.nguyentri (at) vlu.edu.vn
🌐 Google Scholar, Web of Science, ORCID, DBLP, Scopus, LinkedIn, ResearchGate
Research interests: intelligent systems, IoT, and UAV-based applications.
Sept. 2025 - Present: Visiting Professor, Department of Artificial Intelligence, The Catholic University of Korea, Gyeonggi, Korea.
Jan. 2025 - Present: Honors Program Academic Coordinator, Faculty of Information Technology, Van Lang School of Technology (VLTECH), Van Lang University, HCMC, Vietnam
Apr. 2024 - Present: Lecturer, Faculty of Information Technology, Vang Lang School of Technology (VLTECH), Van Lang University, HCMC, Vietnam
Jan. 2023 - Mar. 2024: Lecturer, Faculty of Computer Science, Ho Chi Minh City Open University, HCMC, Vietnam
Mar. 2022 - Mar. 2024: Postdoctoral Research Professor, Department of Computer Science and Engineering, Seoul National University of Science and Technology, Seoul, Korea
2022: Ph.D. in Computer Science and Engineering, Chung-Ang University, Seoul, Korea
2017: M.Eng. in Information and Communication Technology, Soongsil University, Seoul, Korea
2015: B.S. in Computer Science (honors program), University of Information Technology, VNU-HCM, HCMC, Vietnam
Editor: PLOS One, Scientific Reports, Discover Computing
Guest Editor:
Tech Science Press - CMC-Computers, Materials & Continua: New Trends in Image Processing; Novel Methods for Image Classification, Object Detection, and Segmentation
Springer - Discover Internet of Things - Advancing Healthcare through the Internet of Things
Conference Organizing Committee Member: ACVYS 2018, 2019; ICIT 2024, 2025, 2026; IAAA 2025, 2026; EIDT 2025, 2026; RIVF 2025; SIMC 2026
Conference TPC Member: Computing4Human 2021; ICIT 2022, 2023, 2024; SOMET 2022, 2023, 2024, 2025; RIVF 2022, 2023, 2024; ICCAIS 2022, 2023; NICS 2022; ACVYS 2022, 2023; ICIIT 2023, 2024; KSE 2023, 2024; SoICT 2023, 2025; ICNGC 2023, 2024; ICCE 2024; IJCAI 2024; PIMRC 2024, 2025; IEA/AIE 2024, 2025, 2026; FDSE 2024; ATC 2024; ICTC 2024; ACIIDS 2025
Research Grant Reviewer: National Science Center Poland (2022)
Invited Talks:
"UAV-Assisted Communication: Current Research and Open Issues", June 25, 2025, Summer School, Van Lang University & University of Seoul (Link)
"Vietnam's Rising Tech Power: Opportunities, Trends & Future Careers," June 9, 2025, Honors Program, Van Lang University (Link)
"Scientific Research Training", Nov. 6, 2024, Faculty of Information Technology, Van Lang University (Link)
"Research Orientation: Perspectives from Computer Science Insiders," Jan 11, 2023, University of Information Technology, VNU-HCM (Link)
"Korean e-Government: Perspectives and Lessons," Sept. 29, 2022, International University, VNU-HCM (Link),
"Scientific Research - Creativity without Borders," Mar. 4, 2022, University of Information Technology, VNU-HCM (Link)
Vuong T. Pham, Huy D. T. Do, Tri-Hai Nguyen, Hien D. Nguyen, "Improving Legal Document Analysis and Automatic Knowledge Updates with Legal-Onto Ontology," SN Computer Science, Vol. 6, 874, Oct. 2025, Springer. (DOI: 10.1007/s42979-025-04432-0)
Heejae Park, Kihyun Seol, Seungyeop Song, Yerin Lee, WonSeok Choi, Kyung-Mo Sung, Tri-Hai Nguyen, Laihyuk Park, "A Comprehensive Review on Non-Terrestrial Network Technologies in 3GPP Standards," Human-centric Computing and Information Sciences, Vol. 15, 59, Oct. 2025, Korea Computer Industry Association. (DOI: 10.22967/HCIS.2025.15.059)
Minh Nguyen-Duc, Luong Vuong Nguyen, Huy Nguyen-Ho-Nhat, Tri-Hai Nguyen, O-Joun Lee, "A Comparative Study of Deep Audio Models for Spectrogram- and Waveform-based SingFake Detection," IEEE Access, Vol. 13, pp. 95739-95752, May 2025, IEEE. (DOI: 10.1109/ACCESS.2025.3571728)
L. Minh Dang, ASM Sharifuzzaman Sagar, Ngoc Dung Bui, Luong Vuong Nguyen, Tri-Hai Nguyen, "Attention-guided marine debris detection with an enhanced transformer framework using drone imagery," Process Safety and Environmental Protection, Vol. 197, 107089, May 2025, Elsevier. (DOI: 10.1016/j.psep.2025.107089)
Huu-Tuong Ho, Luong Vuong Nguyen, Minh-Tien Pham, Quang-Huy Pham, Quang-Duong Tran, Duong Nguyen Minh Huy, Tri-Hai Nguyen, "A Review on Vision-Language-based Approaches: Challenges and Applications," CMC-Computers, Materials & Continua, Vol. 82, No. 2, pp. 1733-1756, Feb. 2025, Tech Science Press. (DOI: 10.32604/cmc.2025.060363)
Tra Huong Thi Le, Nguyen Van Dien, Luong Vuong Nguyen, Tri-Hai Nguyen, O-Joun Lee, "Transmission Power Optimization for Hybrid NOMA-URLLC System with STAR-RIS Assistance," IEEE Access, Vol. 13, pp. 50216-50225, Jan. 2025, IEEE. (DOI: 10.1109/ACCESS.2025.3528251)
Minh Dang, Hanxiang Wang, Yanfen Li, Tri-Hai Nguyen, Lilia Tightiz, Nguyen Xuan-Mung, Tan N. Nguyen, "Computer Vision for Plant Disease Recognition: A Comprehensive Review," The Botanical Review, Vol. 90, pp. 251–311, Sept. 2024, Springer. (DOI: 10.1007/s12229-024-09299-z)
Hanxiang Wang, Tri-Hai Nguyen, Tan N. Nguyen, Minh Dang, "PD-TR: End-to-end Plant Diseases Detection using a Transformer," Computers and Electronics in Agriculture, Vol. 224, 109123, Sept. 2024, Elsevier. (DOI: 10.1016/j.compag.2024.109123)
Heejae Park, Tri-Hai Nguyen, Laihyuk Park, "An Investigation on Open-RAN Specifications: Use Cases, Security Threats, Requirements, Discussions," CMES-Computer Modeling in Engineering & Sciences, Vol. 141, No. 1, pp. 13-41, Aug. 2024, Tech Science Press. (DOI: 10.32604/cmes.2024.052394)
Tri-Hai Nguyen, Thanh Phung Truong, Anh-Tien Tran, Nhu-Ngoc Dao, Laihyuk Park, Sungrae Cho, "Intelligent Heterogeneous Aerial Edge Computing for Advanced 5G Access," IEEE Transactions on Network Science and Engineering, Vol. 11, No. 4, pp. 3398-3411, July-Aug. 2024, IEEE. (DOI: 10.1109/TNSE.2024.3371434)
Tri-Hai Nguyen, Minh Dang, "Automated Marine Litter Investigation for Underwater Images using a Zero-shot Pipeline," Environmental Modelling & Software, Vol. 177, 106065, June 2024, Elsevier. (DOI: 10.1016/j.envsoft.2024.106065)
Nhu-Ngoc Dao, Ngo Hoang Tu, Trong-Dai Hoang, Tri-Hai Nguyen, Luong Vuong Nguyen, Kyungchun Lee, Laihyuk Park, Woongsoo Na, Sungrae Cho, "A Review on New Technologies in 3GPP Standards for 5G Access and Beyond," Computer Networks, Vol. 245, 110370, May 2024, Elsevier. (DOI: 10.1016/j.comnet.2024.110370)
Tri-Hai Nguyen, Luong Vuong Nguyen, L. Minh Dang, Vinh Truong Hoang, Laihyuk Park, "TD3-Based Optimization Framework for RSMA-Enhanced UAV-Aided Downlink Communications in Remote Areas," Remote Sensing, Vol. 15, No. 22, 5284, Nov. 2023, MDPI. (DOI: 10.3390/rs15225284)
Minh Dang, Hanxiang Wang, Tri-Hai Nguyen, Lilia Tightiz, Liem Dinh Tien, Tan N. Nguyen, Ngoc Phi Nguyen, "CDD-TR: Automated Concrete Defect Investigation using an Improved Deformable Transformers," Journal of Building Engineering, Vol. 75, 106976, Sept. 2023, Elsevier. (DOI: 10.1016/j.jobe.2023.106976)
Luong Vuong Nguyen, Tri-Hai Nguyen, Jason J. Jung, David Camacho, "Extending Collaborative Filtering Recommendation Using Word Embedding: A Hybrid Approach," Concurrency and Computation-Practice & Experience, Vol. 35, No. 16, e6232, July 2023, Wiley. (DOI: 10.1002/cpe.6232)
Luong Vuong Nguyen, Quoc-Trinh Vo, Tri-Hai Nguyen, "Adaptive KNN-Based Extended Collaborative Filtering Recommendation Services," Big Data and Cognitive Computing, Vol. 7, No. 2, 106, May 2023, MDPI. (DOI: 10.3390/bdcc7020106)
Tri-Hai Nguyen, Laihyuk Park, "HAP-Assisted RSMA-Enabled Vehicular Edge Computing: A DRL-Based Optimization Framework," Mathematics, Vol. 11, No. 10, 2376, May 2023, MDPI. (DOI: 10.3390/math11102376)
Tri-Hai Nguyen, Jason J. Jung, "ACO-Based Traffic Routing Method with Automated Negotiation for Connected Vehicles," Complex & Intelligent Systems, Vol. 9, No. 1, pp. 625–636, Feb. 2023, Springer. (DOI: 10.1007/s40747-022-00833-3)
Gia Toai Truong, Kyoung-Kyu Choi, Tri-Hai Nguyen, Chang-Soo Kim, "Prediction of Shear Strength of RC Deep Beams using XGBoost Regression with Bayesian Optimization," European Journal of Environmental and Civil Engineering, Vol. 27, No. 14, pp. 4046–4066, 2023, Taylor & Francis. (DOI: 10.1080/19648189.2023.2169357)
Tri-Hai Nguyen, Jason J. Jung, "Ant Colony Optimization-Based Traffic Routing with Intersection Negotiation for Connected Vehicles," Applied Soft Computing, Vol. 112, 107828, Nov. 2021, Elsevier. (DOI: 10.1016/j.asoc.2021.107828)
Gen Li, Tri-Hai Nguyen, Jason J. Jung, "Traffic Incident Detection Based on Dynamic Graph Embedding in Vehicular Edge Computing," Applied Sciences-Basel, Vol. 11, No. 13, 5861, June 2021, MDPI. (DOI: 10.3390/app11135861)
Tri-Hai Nguyen, Jason J. Jung, "Swarm Intelligence-Based Green Optimization Framework for Sustainable Transportation," Sustainable Cities and Society, Vol. 71, 102947, Aug. 2021, Elsevier. (DOI: 10.1016/j.scs.2021.102947)
Tri-Hai Nguyen, Jason J. Jung, "Multiple ACO-Based Method for Solving Dynamic MSMD Traffic Routing Problem in Connected Vehicles," Neural Computing & Applications, Vol. 33, No. 12, pp. 6405–6414, June 2021, Springer. (DOI: 10.1007/s00521-020-05402-8)
Tri-Hai Nguyen, Luong Vuong Nguyen, Jason J. Jung, Israel Edem Agbehadji, Samuel Ofori Frimpong, Richard C. Millham, "Bio-Inspired Approaches for Smart Energy Management: State of the Art and Challenges," Sustainability, Vol. 12, No. 20, 8495, Oct. 2020, MDPI. (DOI: 10.3390/su12208495)
Tri-Hai Nguyen, Myungsik Yoo, “A Hybrid Prevention Method for Eavesdropping Attack by Link Spoofing in Software-Defined Internet of Things Controllers,” International Journal of Distributed Sensor Networks, Vol. 13, No. 11, Nov. 2017, SAGE Publications. (DOI: 10.1177/1550147717739157)
Tri-Hai Nguyen, Myungsik Yoo, “Analysis of Attacks on Device Manager in Software-Defined Internet of Things,” International Journal of Distributed Sensor Networks, Vol. 13, No. 8, Aug. 2017, SAGE Publications. (DOI: 10.1177/1550147717728681)
Duy-Linh Nguyen, Tri-Hai Nguyen, Trong-Hop Do, Myungsik Yoo, “Probability-Based Multi-Hop Diffusion Method for Influence Maximization in Social Networks," Wireless Personal Communications, Vol. 93, No. 4, pp. 903–916, April 2017, Springer. (DOI: 10.1007/s11277-016-3939-8)
Tri-Hai Nguyen, Huy T. Nguyen, Vo Nguyen Quoc Bao, Thanh-Dat Le, Luong Vuong Nguyen, O-Joun Lee, "Energy-Efficient Resource Allocation in O-RAN Using Soft Actor-Critic," Proceedings of the 19th International Conference on Computing and Communication Technologies (RIVF 2025), Ho Chi Minh City, Vietnam, Dec. 18-20, 2025. (DOI: 10.1109/RIVF68649.2025.11365239)
Danh Le, Thanh-Dat Le, Tri-Hai Nguyen, "Group-Aware DDQN with Markovian Reward Adjustment for Vehicular Spectrum Access Under Intermittent Jamming," Proceedings of the 19th International Conference on Computing and Communication Technologies (RIVF 2025), Ho Chi Minh City, Vietnam, Dec. 18-20, 2025. (DOI: 10.1109/RIVF68649.2025.11365042)
Huy T. Nguyen, Tri-Hai Nguyen, Vo Nguyen Quoc Bao, Van-Dinh Nguyen, Nhan Thanh Nguyen, "Energy Efficiency Maximization for RIS-aided Integrated Sensing and Communication," Proceedings of the 19th International Conference on Computing and Communication Technologies (RIVF 2025), Ho Chi Minh City, Vietnam, Dec. 18-20, 2025. (DOI: 10.1109/RIVF68649.2025.11365077)
Asma Khan, Gul E Arzu, Tri-Hai Nguyen, L. Minh Dang, Hyeonjoon Moon, "AI-Driven Hand Gesture Recognition for Intelligent Human-Computer Interaction in Healthcare," Proceedings of the 2025 International Conference on Explainable Intelligence in Digital Twins (EIDT 2025), Ho Chi Minh City, Vietnam, Nov. 12-14, 2025.
Huy T. Nguyen, Nhan Thanh Nguyen, Nguyen Cong Luong, Tri-Hai Nguyen, Vo Nguyen Quoc Bao, "Max-Min Rate Optimization for Reconfigurable Intelligent Surfaces Aided ISAC Systems," Proceedings of the 24th International Symposium on Communications and Information Technologies (ISCIT 2025), Hanoi, Vietnam, Oct. 16-18, 2025. (DOI: 10.1109/ISCIT67082.2025.11231727)
Tri-Hai Nguyen, Huy T. Nguyen, Minh-Phung Bui, Luong Vuong Nguyen, Laihyuk Park, Vo Nguyen Quoc Bao, "Autonomous UAVs in Disaster Management: a Survey on DRL-Driven Approaches," Proceedings of the 2025 International Conference on Intelligent Aerial Access and Applications (IAAA 2025), Hanoi, Vietnam, July 16-18, 2025. (DOI: 10.1007/978-3-032-14935-0_4)
Minh-Sang Van Nguyen, Tran Thien Thanh, Tri-Hai Nguyen, Vo Nguyen Quoc Bao, "Outage Probability Analysis for Relay Networks Combined with RIS-NOMA Systems," Proceedings of the 18th International Conference on Computing and Communication Technologies (RIVF 2024), pp. 361-365, IEEE, Da Nang, Vietnam, Dec. 21-23, 2024. (DOI: 10.1109/RIVF64335.2024.11009046)
Sagar Kavaiya, Dharmendra Chauhan, Yoong Choon Chang, Mohamad Yusoff Bin Alias, Nguyen Tri Hai, Bui Minh Phung, Narendrakumar Chauhan, Purvang Dalal, "A Neuro-Evolutionary Framework for Enhancing Communication, Safety, and Decision-Making in Connected Car Ecosystems," Proceedings of the 2024 International Conference on Soft Computing and its Engineering Applications (icSoftComp 2024), pp. 359-374, Springer, Bangkok, Thailand, Dec. 10-12, 2024. (DOI: 10.1007/978-3-031-88042-1_28)
Huy D. T. Do, Hien D. Nguyen, Vuong T. Pham, Tri-Hai Nguyen, "Legal-Onto Model for Efficient Land Law Updates in Vietnam," Proceedings of the 11th International Conference on Future Data and Security Engineering (FDSE 2024), pp. 241-253, Springer, Binh Duong, Vietnam, Nov. 27-29, 2024. (DOI: 10.1007/978-981-96-0434-0_17)
Tri-Hai Nguyen, Truong Khang Nguyen, Tuan-Duc Nguyen, Vo Nguyen Quoc Bao, "DRL for Trajectory Design and Resource Management in UAV-Aided RSMA Networks," Proceedings of the 17th International Conference on Advanced Technologies for Communications (ATC 2024), pp. 36-40, IEEE, Ho Chi Minh City, Vietnam, Oct. 17-19, 2024. (DOI: 10.1109/ATC63255.2024.10908260)
Tri-Hai Nguyen, Truong Khang Nguyen, Vo Nguyen Quoc Bao, Heejae Park, Laihyuk Park, "Generative AI-Powered Aerial Access Networks: Recent Studies and Future Outlook," Proceedings of the 15th International Conference on Information and Communication Technology Convergence (ICTC 2024), pp. 529-533, IEEE, Jeju Island, Korea, Oct. 16-28, 2024. (DOI: 10.1109/ICTC62082.2024.10827504)
Nur Alam, Taicheng Jin, L. Minh Dang, Tri-Hai Nguyen, Hyeonjoon Moon, "Deep Learning Approaches Based Robust QR Code Extraction and Verification for Industrial IoT," Proceedings of the 3rd International Conference on Intelligence of Things (ICIT 2024), Vol. 2, pp. 244-255, Springer, Da Nang, Vietnam, Sept. 12-14, 2024. (DOI: 10.1007/978-3-031-75596-5_23)
Tri-Hai Nguyen, Truong Khang Nguyen, Minh-Phung Bui, Tuan-Duc Nguyen, Vo Nguyen Quoc Bao, Demeke Shumeye Lakew, "Age of Information Minimization in Hierarchical Aerial Networks via MADDPG Approach," Proceedings of the 3rd International Conference on Intelligence of Things (ICIT 2024), Vol. 1, pp. 375-384, Springer, Da Nang, Vietnam, Sept. 12-14, 2024. (DOI: 10.1007/978-3-031-75593-4_34)(Best Paper Award)
Heejae Park, Seungyeop Song, Tri-Hai Nguyen, Laihyuk Park, "Machine Learning for Internet of Things: Applications and Discussions," Proceedings of the 6th International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2024), pp. 459-462, IEEE, Osaka, Japan, Feb. 19-22, 2024. (DOI: 10.1109/ICAIIC60209.2024.10463332)
Tri-Hai Nguyen, Heejae Park, Mucheol Kim, Laihyuk Park, "DRL-Enabled RSMA-Assisted Task Offloading in Multi-Server Edge Computing," Proceedings of the 38th International Conference on Information Networking (ICOIN 2024), pp. 295-298, IEEE, Ho Chi Minh City, Vietnam, Jan. 17-19, 2024. (DOI: 10.1109/ICOIN59985.2024.10572082)
Luong Vuong Nguyen, Tri-Hai Nguyen, Ho-Trong-Nguyen Pham, Thi-Thu-Hong Phan, "Matrix Factorization-based Unify Multiple Interactions for Cross-domain Recommendation Services," Proceedings of the 17th International Conference on Computing and Communication Technologies (RIVF 2023), pp. 148-152, IEEE, Hanoi, Vietnam, Dec. 23-25, 2023. (DOI: 10.1109/RIVF60135.2023.10471788)
Thanh Phung Truong, Tri-Hai Nguyen, Anh-Tien Tran, Si Van-Tien Tran, Van Dat Tuong, Luong Vuong Nguyen, Woongsoo Na, Laihyuk Park, Sungrae Cho, "Deep Reinforcement Learning-Based Sum-Rate Maximization for Uplink Multi-User SIMO-RSMA Systems," Proceedings of the 2nd International Conference on Intelligence of Things (ICIT 2023), pp. 36-45, Springer, Ho Chi Minh City, Vietnam, Oct. 25-27, 2023. (DOI: 10.1007/978-3-031-46573-4_4)(Best Paper Award)
Luong Vuong Nguyen, Tri-Hai Nguyen, Ho-Trong-Nguyen Pham, Quoc-Trinh Vo, Huu-Thanh Duong, Tram-Anh Nguyen-Thi, "Bio-Inspired Clustering: An Ensemble Method for User-Based Collaborative Filtering," Proceedings of the 2nd International Conference on Intelligence of Things (ICIT 2023), pp. 26-35, Springer, Ho Chi Minh City, Vietnam, Oct. 25-27, 2023. (DOI: 10.1007/978-3-031-46573-4_3)
Tri-Hai Nguyen, Heejae Park, Kihyun Seol, Seonghyeon So, Laihyuk Park, "Applications of Deep Learning and Deep Reinforcement Learning in 6G Networks," Proceedings of the 14th International Conference on Ubiquitous and Future Networks (ICUFN 2023), pp. 427-432, IEEE, Paris, France, July 4-7, 2023. (DOI: 10.1109/ICUFN57995.2023.10200390)
Tri-Hai Nguyen, Heejae Park, Laihyuk Park, "Recent Studies on Deep Reinforcement Learning in RIS-UAV Communication Networks," Proceedings of the 5th International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2023), pp. 378-381, IEEE, Bali, Indonesia, Feb. 20-23, 2023. (DOI: 10.1109/ICAIIC57133.2023.10067052)
Thong Bui, Tan Duy Le, Tri-Hai Nguyen, Bogdan Trawinski, Huy Tien Nguyen, Tung Le, "Blockchain-Based Decentralized Digital Content Management and Sharing System," Proceedings of the 14th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2022), pp. 608-620, Springer, Ho Chi Minh City, Vietnam, Nov. 28-30, 2022. (DOI: 10.1007/978-3-031-21967-2_49)
Tran Bao Thanh, Tri-Hai Nguyen, Kha-Tu Huynh, Tan Duy Le, "Lightweight IoT-Based System for COVID-19 Patient Health Monitoring and Prediction," Proceedings of the 9th NAFOSTED Conference on Information and Computer Science (NICS 2022), pp. 328-332, IEEE, Ho Chi Minh City, Vietnam, Oct. 31 - Nov. 01, 2022. (DOI: 10.1109/NICS56915.2022.10013440)
Tri-Hai Nguyen, Thanh Phung Truong, Nhu-Ngoc Dao, Woongsoo Na, Heejae Park, Laihyuk Park, "Deep Reinforcement Learning-Based Partial Task Offloading in High Altitude Platform-Aided Vehicular Networks," Proceedings of the 13th International Conference on Information and Communication Technology Convergence (ICTC 2022), pp. 1341-1346, IEEE, Jeju Island, Korea, Oct. 19-21, 2022. (DOI: 10.1109/ICTC55196.2022.9952890)(Best Paper Award)
Heejae Park, Tri-Hai Nguyen, Laihyuk Park, "Federated Deep Learning for RIS-Assisted UAV-Enabled Wireless Communications," Proceedings of the 13th International Conference on Information and Communication Technology Convergence (ICTC 2022), pp. 831-833, IEEE, Jeju Island, Korea, Oct. 19-21, 2022. (DOI: 10.1109/ICTC55196.2022.9952406)
Heejae Park, Tri-Hai Nguyen, Laihyuk Park, "Reconfigurable Intelligent Surface-Assisted System Models for Uplink Communications," Proceedings of the 13th International Conference on Information and Communication Technology Convergence (ICTC 2022), pp. 828-830, IEEE, Jeju Island, Korea, Oct. 19-21, 2022. (DOI: 10.1109/ICTC55196.2022.9952769)
Tri-Hai Nguyen, Laihyuk Park, "A Survey on Deep Reinforcement Learning-Driven Task Offloading in Aerial Access Networks," Proceedings of the 13th International Conference on Information and Communication Technology Convergence (ICTC 2022), pp. 822-827, IEEE, Jeju Island, Korea, Oct. 19-21, 2022. (DOI: 10.1109/ICTC55196.2022.9952687)
Tri-Hai Nguyen, Laihyuk Park, "Multi-Agent DRL-Based Task Offloading in Hierarchical HAP-LAP Networks," Proceedings of the 13th International Conference on Information and Communication Technology Convergence (ICTC 2022), pp. 817-821, IEEE, Jeju Island, Korea, Oct. 19-21, 2022. (DOI: 10.1109/ICTC55196.2022.9952996)
Jason J. Jung, Luong Vuong Nguyen, Laihyuk Park, Tri-Hai Nguyen, "Cooperative Negotiation-Based Traffic Control for Connected Vehicles at Signal-Free Intersection," Proceedings of the 15th International Symposium on Intelligent Distributed Computing (IDC 2022), pp. 297–306, Springer, Bremen, Germany, Sept. 14-16, 2022. (DOI: 10.1007/978-3-031-29104-3_32)
Quang-Dai Nguyen, Anh-Thuan Bui, Tri-Hai Nguyen, Trong-Hop Do, "Enhancing 2D Hand Pose Detection and Tracking in Surgical Videos by Attention Mechanism," Proceedings of the 15th International Symposium on Intelligent Distributed Computing (IDC 2022), pp. 168–177, Springer, Bremen, Germany, Sept. 14-16, 2022. (DOI: 10.1007/978-3-031-29104-3_19)
Tri-Hai Nguyen, Gen Li, Hyoenseong Jo, Jason J. Jung, David Camacho, "Cooperative Negotiation in Connected Vehicles for Mitigating Traffic Congestion," Proceedings of the 14th International Symposium on Intelligent Distributed Computing (IDC 2021), pp. 125-134, Springer, Italy, Sept. 16-18, 2021. (DOI: 10.1007/978-3-030-96627-0_12)
Luong Vuong Nguyen, Tri-Hai Nguyen, Jason J. Jung, "Tourism Recommender System Based on Cognitive Similarity Between Cross-Cultural Users," Proceedings of the 17th International Conference on Intelligent Environments (IE 2021), pp. 225-232, IOS Press, Dubai, United Arab Emirates, June 21-24, 2021. (DOI: 10.3233/AISE210101)
Tri-Hai Nguyen, Jason J. Jung, "Inverse Pheromone-Based Decentralized Route Guidance for Connected Vehicles," Proceedings of the 36th ACM/SIGAPP Symposium on Applied Computing (SAC 2021), pp. 459-463, ACM, Korea, Mar. 22-26, 2021. (DOI: 10.1145/3412841.3441925)
Luong Vuong Nguyen, Tri-Hai Nguyen, Jason J. Jung, "Content-Based Collaborative Filtering using Word Embedding: A Case Study on Movie Recommendation," Proceedings of the 2020 International Conference on Research in Adaptive and Convergent Systems (RACS 2020), pp. 96-100, ACM, Gwangju, Korea, Oct. 13-16, 2020. (DOI: 10.1145/3400286.3418253)
Tri-Hai Nguyen, Jason J. Jung, "ACO-based Approach on Dynamic MSMD Routing in IoV Environment," Proceedings of the 16th International Conference on Intelligent Environments (IE 2020), pp. 68-73, IEEE, Madrid, Spain, July 20-23, 2020. (DOI: 10.1109/IE49459.2020.9154927)
Tri-Hai Nguyen, Jaejin Lee, Myungsik Yoo, “A Practical Model for Optimal Placement of Virtual Network Functions,” Proceedings of the 33rd International Conference on Information Networking (ICOIN 2019), pp. 239-241, IEEE, Kuala Lumpur, Malaysia, Jan. 9-11, 2019. (DOI: 10.1109/ICOIN.2019.8717979)
Tri-Hai Nguyen, Myungsik Yoo, “A VNF Descriptor Generator for Tacker-Based NFV Management and Orchestration,” Proceedings of the 9th International Conference on Information and Communication Technology Convergence (ICTC 2018), pp. 260-262, IEEE, Jeju Island, Korea, Oct. 17-19, 2018. (DOI: 10.1109/ICTC.2018.8539354)
Tri-Hai Nguyen, Trinh Nguyen, Myungsik Yoo, “Analysis of Deployment Approaches for Virtual Customer Premises Equipment,” Proceedings of the 32nd International Conference on Information Networking (ICOIN 2018), pp. 289-291, IEEE, Chiang Mai, Thailand, Jan. 10-12, 2018. (DOI: 10.1109/ICOIN.2018.8343127)
Tri-Hai Nguyen, Myungsik Yoo, “A Behavior-Based Mobile Malware Detection Model in Software-Defined Networking,” Proceedings of the 2017 International Conference on Information Science and Communications Technologies (ICISCT 2017), IEEE, Tashkent, Uzbekistan, Nov. 02-04, 2017. (DOI: 10.1109/ICISCT.2017.8188590)
Tri-Hai Nguyen, Myungsik Yoo, “Analysis of Link Discovery Service Attacks in SDN Controller,” Proceedings of the 31st International Conference on Information Networking (ICOIN 2017), pp. 259-261, IEEE, Da Nang, Vietnam, Jan. 11-13, 2017. (DOI: 10.1109/ICOIN.2017.7899515)
Tri-Hai Nguyen, Myungsik Yoo, “Attacks on Host Tracker in SDN Controller: Investigation and Prevention,” Proceedings of the 7th International Conference on Information and Communication Technology Convergence (ICTC 2016), pp. 610-612, IEEE, Jeju Island, Korea, Oct. 19-21 2016. (DOI: 10.1109/ICTC.2016.7763545)
Vu Thanh Nguyen, Nguyen Tri Hai, Nguyen Hoang Nghia, Tuan Dinh Le, “A Term Weighting Scheme Approach for Vietnamese Text Classification," Proceedings of the 2nd International Conference on Future Data and Security Engineering (FDSE 2015), pp. 46-53, Springer, Ho Chi Minh City, Vietnam, Nov. 23-25, 2015. (DOI: 10.1007/978-3-319-26135-5_4)
Nguyen Tri Hai, Nguyen Hoang Nghia, Tuan Dinh Le, Vu Thanh Nguyen, “A Hybrid Feature Selection Method for Vietnamese Text Classification," Proceedings of the 7th International Conference on Knowledge and Systems Engineering (KSE 2015), pp. 91-96, IEEE, Ho Chi Minh City, Vietnam, Oct. 8-10, 2015. (DOI: 10.1109/KSE.2015.25)
US Patent: Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, Software defined network capable of detecting DDoS attacks and switch included in the same. US010637886. Apr. 28, 2020.
KR Patent: Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, SDN for preventing malicious application and Determination apparatus comprising the same. KR101854996. May 04, 2018. (DOI: 10.8080/1020160134426)
KR Patent: Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, SDN capable of detection DDoS attacks using artificial intelligence and controller including the same. KR101907752. Oct. 12, 2018. (DOI: 10.8080/1020160134383)(Transfer of Right)
KR Patent: Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, SDN to prevent an attack on the host tracking service and controller including the same. KR101914831. Nov. 02, 2018. (DOI: 10.8080/1020160139066)
KR Patent: Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, SDN capable of detection DDoS attacks and switch including the same. KR101900154. Nov. 18, 2018. (DOI: 10.8080/1020160134382)
KR Patent: Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, SDN for detecting switch damage and controller including the same. KR101948984. Feb. 15, 2019. (DOI: 10.8080/1020160139951)(Transfer of Right)
KR Patent: Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, Forensic server and Method for identifying the cause of attack on software defined network. KR102006553. Aug. 01, 2019. (DOI: 10.8080/1020170181020)(Transfer of Right)
KR Patent: Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, SDN for preventing malware attack and controller including the same. KR102013044. Aug. 21, 2019. (DOI: 10.8080/1020170181021)(Transfer of Right)
KR Patent: Myungsik Yoo, Nguyen Tri Hai, Jinseok Choi, Centralized virtual customer premises equipment system. KR102033948. Oct. 18, 2019. (DOI: 10.8080/1020180120743)
KR Patent: Myungsik Yoo, Nguyen Tri Hai, Method and apparatus for monitoring lifecycle of virtual network function. KR102062578. Jan. 06, 2020. (DOI: 10.8080/1020180120741)
KR Patent: Myungsik Yoo, Nguyen Tri Hai, VNFD generating method and apparatus for Tacker. KR102199208. Jan. 06, 2021. (DOI: 10.8080/1020190125621)
Outstanding Performance Award (Academic Year 2024–2025), Van Lang University
Best Paper Award, ICIT 2024, Da Nang, Vietnam (2024)(Link)
Best Paper Award, ICIT 2023, HCMC, Vietnam (2023)(Link)
Best Paper Award, ICTC 2022, Jeju Island, Korea (2022)(Link)
Outstanding Achievement Award, Chung-Ang University (2022)(Link)
Best Paper Award, KICS Winter Conference 2019, Pyeongchang, Korea (2019)(Link)
Outstanding Contribution Award (as an organizing committee member for the ACVYS 2018), Embassy of Vietnam in Seoul, Korea (2018)
Valedictorian Award, University of Information Technology, VNU-HCM, Vietnam (2015)
“January Star” Award, Vietnam National Union of Students, Hanoi, Vietnam (2015)(Link, Link)
"Student with 5 Good Criteria" Title - Central Level, Vietnam National Union of Students, Hanoi, Vietnam (2014)(Link, Link)
“Ho Chi Minh City ICT” Award, HCMC People’s Committee, HCMC, Vietnam (2014)(Link, Link, Link)
Fully Funded Scholarships/BK21 Scholarships/Research Grant (2015-2022, Soongsil University, Chung-Ang University)
Hanshin E&C Scholarship (2018)
Academic Encouragement Scholarship (2011-2015, University of Information Technology)
POSCO TJ Park Foundation Scholarship (2015)
Pony Chung Foundation Scholarship (2013)
TuoiTre Online & Vietcombank Scholarship (2013)
VNG Corporation Scholarship (2013)
Top 20 Nominees for the 2024 Golden Globe Science and Technology Awards (2024)
VLTECH - Van Lang University (2024)
SeoulTech News: ICE Lab, Department of Computer Science and Engineering, Received Best Paper Award at 'ICTC 2022' (2022)
Vietnamnet: Vietnamese/English (2022)
Dan Tri: VIETGLASSES - 20 excellent products entered the final round of the Vietnam Talent Award 2016 (Description, Interview)
TuoiTre, VOV, HCM Communist Youth Union (2015)
VTV9 for the TuoiTre Online & Vietcombank Scholarship (2013)
Vietnam, Korea, Japan, Australia, Malaysia