Hoang H. Nguyen

@article{nguyen2026mandollm,
  title = {MANDO-LLM: Heterogeneous Graph Transformers with Large Language Models for Smart Contract Vulnerability Detection},
  author = {Nguyen, Nhat-Minh and Nguyen, Hoang H. and Le, Thanh Long and Ahmadi, Zahra and Doan, Thanh-Nam and Wu, Daoyuan and Jiang, Lingxiao},
  journal = {ACM Transactions on Software Engineering and Methodology},
  year = {2026},
  volume = {35},
  number = {6},
  articleno = {144},
  pages = {1--30},
  doi = {10.1145/3765751},
  url = {https://doi.org/10.1145/3765751},
}

@inproceedings{ashayer2026pedestrian,
  title = {Pedestrian Crossing Intent Prediction via Psychological Features and Transformer Fusion},
  author = {Ashayer, Sima and Nguyen, Hoang H. and Liang, Yu and Sartipi, Mina},
  booktitle = {2026 IEEE Intelligent Vehicles Symposium (IV)},
  year = {2026},
  pages = {1634--1641},
  doi = {10.1109/IV66570.2026.11623973},
  url = {https://arxiv.org/abs/2603.19533},
}

@inproceedings{bang2026prisa,
  title = {PRISA: Proactive Infrastructure LiDAR Framework for Intersection Safety Assessment},
  author = {Bang, Tam and Abubakr, Hussam and de la Garza Villarreal, Emiliano and Nguyen, Truc Phuong and Harris, Austin and Hirano, Toru and Sartipi, Mina and Xu, Yunfei and Nguyen, Hoang H.},
  booktitle = {2026 IEEE 29th International Conference on Intelligent Transportation Systems (ITSC)},
  year = {2026},
  eprint = {2607.16156},
  archiveprefix = {arXiv},
  url = {https://arxiv.org/abs/2607.16156},
  note = {Accepted at ITSC 2026; preprint available on arXiv},
}

@article{ahmadi2023inductive,
  title = {Inductive and Transductive Link Prediction for Criminal Network Analysis},
  author = {Ahmadi, Zahra and Nguyen, Hoang H. and Zhang, Zijian and Bozhkov, Dmytro and Kudenko, Daniel and Jofre, Maria and Calderoni, Francesco and Cohen, Noa and Solewicz, Yosef},
  journal = {Journal of Computational Science},
  publisher = {Elsevier},
  volume = {72},
  pages = {102063},
  year = {2023},
  issn = {1877-7503},
  doi = {https://doi.org/10.1016/j.jocs.2023.102063},
  url = {https://www.sciencedirect.com/science/article/pii/S1877750323001230},
}

@inproceedings{nguyen2023msr,
  author = {Nguyen, Hoang H. and Nguyen, Nhat-Minh and Xie, Chunyao and Ahmadi, Zahra and Kudenko, Daniel and Doan, Thanh-Nam and Jiang, Lingxiao},
  title = {MANDO-HGT: Heterogeneous Graph Transformers for Smart Contract Vulnerability Detection},
  year = {2023},
  month = may,
  doi = {10.1109/MSR59073.2023.00052},
  booktitle = {Proceedings of the 20th International Conference on Mining Software Repositories},
  numpages = {13},
  keywords = {vulnerability detection, smart contracts, source code, bytecode, heterogeneous graph learning, graph transformer},
  location = {Melbourne, Australia},
  series = {MSR '23},
}

@inproceedings{nguyen2022fse,
  author = {Nguyen, Hoang H. and Nguyen, Nhat-Minh and Doan, Hong-Phuc and Ahmadi, Zahra and Doan, Thanh-Nam and Jiang, Lingxiao},
  title = {MANDO-GURU: Vulnerability Detection for Smart Contract Source Code By Heterogeneous Graph Embeddings},
  year = {2022},
  month = nov,
  isbn = {9781450394130},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3540250.3558927},
  doi = {10.1145/3540250.3558927},
  booktitle = {Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering},
  pages = {1736-1740},
  numpages = {5},
  keywords = {Ethereum blockchain, graph neural networks, heterogeneous graphs, smart contracts, vulnerability detection},
  location = {Singapore, Singapore},
  series = {ESEC/FSE 2022},
}

@inproceedings{nguyen2022dsaa,
  author = {Nguyen, Hoang H. and Nguyen, Nhat-Minh and Xie, Chunyao and Ahmadi, Zahra and Kudenko, Daniel and Doan, Thanh-Nam and Jiang, Lingxiao},
  title = {MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities},
  year = {2022},
  month = oct,
  booktitle = {Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics},
  pages = {1-10},
  numpages = {10},
  keywords = {heterogeneous graphs, graph embedding, graph neural networks, vulnerability detection, smart contracts, Ethereum blockchain},
  location = {Shenzhen, China},
  doi = {10.1109/DSAA54385.2022.10032337},
  series = {DSAA '22},
}

@inproceedings{nguyen2022sigir,
  author = {Nguyen, Hoang H. and Bozhkov, Dmytro and Ahmadi, Zahra and Nguyen, Nhat-Minh and Doan, Thanh-Nam},
  title = {SoChainDB: A Database for Storing and Retrieving Blockchain-Powered Social Network Data},
  year = {2022},
  month = jul,
  isbn = {9781450387323},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3477495.3531735},
  doi = {10.1145/3477495.3531735},
  booktitle = {Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval},
  pages = {3036--3045},
  numpages = {10},
  keywords = {database, social networks, decentralized applications, datasets, decentralized social networks, blockchain, network analysis},
  location = {Madrid, Spain},
  series = {SIGIR '22},
}

@article{yuan2019api,
  title = {API recommendation for event-driven Android application development},
  journal = {Information and Software Technology},
  volume = {107},
  pages = {30-47},
  year = {2019},
  issn = {0950-5849},
  doi = {https://doi.org/10.1016/j.infsof.2018.10.010},
  url = {https://www.sciencedirect.com/science/article/pii/S0950584918302222},
  author = {Yuan, Weizhao and Nguyen, Hoang H. and Jiang, Lingxiao and Chen, Yuting and Zhao, Jianjun and Yu, Haibo},
  keywords = {Android programming, Event callbacks, Code search, API recommendation, Information retrieval},
}