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General Information
Full Name | NGUYEN, Huu Hoang |
Date of Birth | January 21st, 1990 |
Languages | English, Vietnamese |
Education
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Ongoing
PhD in Computer Science
Leibniz University Hannover, Germany
- Thesis - Graph Representation Learning for Security Analytics in Decentralized Software Systems and Social Networks
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2017
Master of Engineering in Computer Science
HCMC University of Technology - HCMUT, Vietnam
- Major - Computer Security
- Thesis - Generating Control-Flow Graph from Android Binary Code
-
2013
Bachelor of Science in Electronics and Telecommunications
HCMC University of Science - HCMUS, Vietnam
- Major - Computer and Embedded Systems
Working Experience
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2020 - Now
Researcher PhD Candidate
L3S Research Center, Leibniz University Hannover, Germany
- Utilizing graph embeddings to enhance investigative capabilities by predicting unseen connections in crimnal networks
- Employing graph representation learning for vulnerability detection in blockchain smart contracts
- Applying graph neural networks to analyze data from cubelet sensors to enhance the accuracy of predicting multiple object trajectories
- Developing a database to manage and analyze large-scale blockchain-powered social network data
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2018 - 2019
Research Collaborator
HCMC University of Technology - HCMUT, Vietnam
- Modeling Ethereum smart contracts' control flow and data dependency
- Applying machine learning to analyze Bitcoin and Ethereum transaction security vulnerabilities
- Analyzing real-time data of warehouse and transportation management systems integrated with Ethereum and EOS blockchain
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2017 - 2018
Research Associate
Singapore Management University, Singapore
- Generating control-flow graphs and data dependencies of Android platform
- Analyzing Android apps behaviors based on whole-network graphs
- Context-aware code localization and recommendation
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2016 - 2017
Research Assistant
Livelabs, Singapore Management University, Singapore
- Generating control-flow graph of Android framework
- Analyzing Android apps behaviors based on whole-system control flow
- Identifying private data leaks in Android framework APIs
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2014 - 2015
Android Developer
Fabrica Vietnam Co., Ltd, Vietnam
- User experience analysis using Material Design
- QR Code and Image Processing technologies
- Building apps related to Coupon & Auction, Car Selling, and Overlay Photo
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2013 - 2014
Android Team Leader
EFSE Co., Ltd, Vietnam
- Exploring/Designing mobile apps' user-interaction interface for the young
- Near Field Communication and Call Blocking technologies
- Analyzing Android native launcher
- Designing new techniques for floating apps
- Building apps related to Android Launcher, NFC, Call Blocker, and Location
Reviews
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2023
- Knowledge-Based Systems journal, Elsevier, 2023
- 38th AAAI Conference on Artificial Intelligence 2024 (AAAI 2024, Vancouver, Canada, February 20-27, 2024)
- Information and Software Technology journal, Elsevier, 2023
- Blockchain - Research and Applications journal, Zhejiang University Press, 2023
- IEEE Transactions on Multimedia journal, IEEE, 2023
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2022
- 37th AAAI Conference on Artificial Intelligence 2023 (AAAI 2023, Washington DC, USA, February 7-24, 2023)
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2020
- Digital Transformation and Global Society 2020 (DTGS 2020, St. Petersburg, Russia, June 24-26, 2020)
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2018
- 40th International Conference on Software Engineering 2018 (ICSE 2018, Gothenburg, Sweden, May 27 - June 03, 2018)
Achievements
-
2023
- Two Best Paper Awards, L3S Research Center, Leibniz University Hannover
- SIGSOFT CAPS - ICSE 2023 Travel Grants, 45th International Conference on Software Engineering, ICSE 2023
-
2018
- Silver Award $7000 at Blockchain Hackathon, Vietnam Blockchain Hub
-
2016
- SMU Internship Scholarship for Excellent Graduate Students, HCMC University of Technology
-
2015
- 500,000 app downloads, Google Play Store
Research Interests
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Graph Mining
- Machine Learning
- Graph Learning
- Social Network Analysis
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Software Engineering
- Program Analysis
- Software Security
- Blockchain Technology
- Smart Contracts