Hoang H. Nguyen

PhD Candidate at L3S Research Center, Leibniz University Hannover.

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L3S Research Center

Room 005, Ground Floor

Appelstrasse 4

30167 Hannover, Germany

Hoang H. Nguyen has joined the L3S Research Center of Leibniz University Hannover as a researcher and PhD candidate since February 2020. He was a visiting student and then 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.

Nguyen has 10+ years of experience in Software Engineering and Graph Mining in the industry and academia. At L3S Research Center, he collaborates with researchers and law enforcement agencies (LEAs) from over fifteen countries and territories to develop new platforms to speed up investigative processes and support LEA decision-making. He also builds frameworks for storing and retrieving blockchain-powered social network data and detecting vulnerabilities in blockchain smart contracts.

His current research interests include Graph Mining, Machine Learning, Multimodal Network Analysis, Program Analysis, Software Security, and Blockchain Smart Contracts.

news

Aug 23, 2022 ‚ÄúMANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities‚ÄĚ paper is accepted at DSAA 2022 (Research Track).
Aug 11, 2022 ‚ÄúMANDO-GURU: Vulnerability Detection for Smart Contract Source Code By Heterogeneous Graph Embeddings‚ÄĚ paper is accepted at ESEC/FSE 2022 (Tool Demonstrations Track).
Apr 2, 2022 ‚ÄúSoChainDB: A Database for Storing and Retrieving Blockchain-Powered Social Network Data‚ÄĚ paper is accepted at SIGIR 2022 (Resources Track).
Oct 21, 2021 ‚ÄúOn the Impact of Dataset Size: A Twitter Classification Case Study‚ÄĚ paper is accepted at WI-IAT 2021 (Research Track).

selected publications

  1. MANDO-GURU: Vulnerability Detection for Smart Contract Source Code By Heterogeneous Graph Embeddings
    Nguyen, Hoang H., Nguyen, Nhat-Minh,  Doan, Hong-Phuc and 3 more authors
    In Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering Nov 2022
  2. MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities
    Nguyen, Hoang H., Nguyen, Nhat-Minh,  Xie, Chunyao and 4 more authors
    In Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics Oct 2022
  3. SoChainDB: A Database for Storing and Retrieving Blockchain-Powered Social Network Data
    Nguyen, Hoang H., Bozhkov, Dmytro,  Ahmadi, Zahra and 2 more authors
    In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval Jul 2022
  4. API recommendation for event-driven Android application development
    Yuan, Weizhao,  Nguyen, Hoang H.,  Jiang, Lingxiao and 3 more authors
    Information and Software Technology Jul 2019