Hoang H. Nguyen
Dr. rer. nat. (Ph.D.) in Computer Science | Postdoctoral Researcher in Machine Learning, Graph Learning & Software Security at Center for Urban Informatics and Progress, University of Tennessee at Chattanooga.
Center for Urban Informatics and Progress
University of Tennessee at Chattanooga
615 McCallie Ave
TN 37403, USA
Dr. Hoang H. Nguyen (Eric Hoang) is a postdoctoral researcher at the Center for Urban Informatics and Progress, University of Tennessee at Chattanooga, from August 2024. His current work focuses on federated learning and develops modern solutions to enhance trajectory prediction at traffic intersections using decentralized data sources while maintaining privacy and security standards.
Dr. Nguyen was a doctoral researcher at the L3S Research Center, Leibniz University Hannover, from 2020 to 2024. He was also a visiting student and later a research associate at the School of Computing and Information Systems, Singapore Management University, from 2016 to 2018. In 2017, he received his Master of Engineering degree in Computer Science from Ho Chi Minh City University of Technology (HCMUT), Vietnam, and earned his Dr. rer. nat. (equivalent Ph.D.) degree in Computer Science from Leibniz University Hannover, Germany, in 2024.
Dr. Nguyen has over ten years of experience in Software Engineering and Graph Mining in both industry and academia. He collaborated with researchers and law enforcement agencies (LEAs) across more than fifteen countries to develop platforms that expedite investigative processes and support LEA decision-making. He also built frameworks for managing blockchain-powered social network data and identifying vulnerabilities in blockchain smart contracts.
His research interests include Federated Learning, Graph Mining, Machine Learning, Graph Learning, Social Network Analysis, Program Analysis, Software Security, and Blockchain Smart Contracts.
news
Jun 24, 2024 | “LaMMOn: Language Model Combined Graph Neural Network for Multi-Target Multi-Camera Tracking in Online Scenarios” paper, a collaboration between the L3S Research Center and the Center for Urban Informatics and Progress at the University of Tennessee at Chattanooga, has been officially accepted for publication in the Machine Learning journal. |
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May 3, 2024 | On May 3rd, 2024, after three and a half years, Hoang H. Nguyen successfully defended his doctoral thesis and officially completed the doctoral program at Leibniz University Hannover, Germany. |
Nov 16, 2023 | “Inductive and Transductive Link Prediction for Criminal Network Analysis” paper has won the Best Paper Award at the L3S Research Center. “Multi-Vehicle Multi-Camera Tracking With Graph Based Tracklet Features” paper has won the Best Paper Award at the L3S Research Center. |
May 10, 2023 | “Inductive and Transductive Link Prediction for Criminal Network Analysis” paper has been accepted for publication in the Journal of Computational Science. |
Apr 28, 2023 | “Multi-Vehicle Multi-Camera Tracking With Graph Based Tracklet Features” paper has been accepted for publication in the IEEE Transactions on Multimedia journal. |