@incollection{ahmadi2024entity,title={Entity Matching Across Small Networks Using Node Attributes},author={Ahmadi, Zahra and Zhang, Zijian and Nguyen, Hoang H. and Burdisso, Sergio and Madikeri, Srikanth and Motlicek, Petr and Dikici, Erinc and Backfried, Gerhard and Kovac, Marek and Maly, Kv{\v{e}}toslav and others},booktitle={ECAI 2024},pages={4602--4609},year={2024},publisher={IOS Press},doi={10.3233/FAIA241054},}
LaMMOn: language model combined graph neural network for multi-target multi-camera tracking in online scenarios
Tuan T. Nguyen, Hoang H. Nguyen, Mina Sartipi, and 1 more author
@article{nguyen2024lammon,title={LaMMOn: language model combined graph neural network for multi-target multi-camera tracking in online scenarios},author={Nguyen, Tuan T. and Nguyen, Hoang H. and Sartipi, Mina and Fisichella, Marco},journal={Machine Learning},pages={1--27},year={2024},doi={10.1007/s10994-024-06592-1},url={https://doi.org/10.1007/s10994-024-06592-1},publisher={Springer},}
ROXSD: The ROXANNE Multimodal and Simulated Dataset for Advancing Criminal Investigations
Petr Motlicek, Erinc Dikici, Srikanth Madikeri, and 31 more authors
In Proc. The Speaker and Language Recognition Workshop (Odyssey 2024), 2024
@inproceedings{motlicek24odyssey,author={Motlicek, Petr and Dikici, Erinc and Madikeri, Srikanth and Rangappa, Pradeep and Jánošík, Miroslav and Backfried, Gerhard and Thomas-Aniola, Dorothea and Schürz, Maximilian and Rohdin, Johan and Schwarz, Petr and Kováč, Marek and Malý, Květoslav and Boboš, Dominik and Leibiger, Mathias and Kalogiros, Costas and Alexopoulos, Andreas and Kudenko, Daniel and Ahmadi, Zahra and Nguyen, Hoang H. and Krishnan, Aravind and Zhu, Dawei and Klakow, Dietrich and Jofre, Maria and Calderoni, Francesco and Marraud, Denis and Koutras, Nikolaos and Nikolau, Nikos and Aposkiti, Christiana and Douris, Panagiotis and Gkountas, Konstantinos and Sergidou, Eleni and Bosma, Wauter and Hughes, Joshua and Team, Hellenic Police},title={{ROXSD: The ROXANNE Multimodal and Simulated Dataset for Advancing Criminal Investigations}},year={2024},booktitle={Proc. The Speaker and Language Recognition Workshop (Odyssey 2024)},pages={17--24},doi={10.21437/odyssey.2024-3},}
Graph representation learning for security analytics in decentralized software systems and social networks
Huu Hoang Nguyen
Hannover: Gottfried Wilhelm Leibniz Universität, 2024
@article{nguyen2024graph,title={Graph representation learning for security analytics in decentralized software systems and social networks},author={Nguyen, Huu Hoang},year={2024},doi={10.15488/17345},url={https://doi.org/10.15488/17345},publisher={Hannover: Institutionelles Repositorium der Leibniz Universit{\"a}t Hannover},journal={Hannover: Gottfried Wilhelm Leibniz Universit{\"a}t},}
Multi-Vehicle Multi-Camera Tracking With Graph Based Tracklet Features
Tuan T. Nguyen, Hoang H. Nguyen, Mina Sartipi, and 1 more author
@article{nguyen2024multi,title={Multi-Vehicle Multi-Camera Tracking With Graph Based Tracklet Features},author={Nguyen, Tuan T. and Nguyen, Hoang H. and Sartipi, Mina and Fisichella, Marco},journal={IEEE Transactions on Multimedia},year={2024},volume={26},number={},pages={972-983},publisher={IEEE},doi={10.1109/TMM.2023.3274369},}
Real-Time Multi-Vehicle Multi-Camera Tracking With Graph Based Tracklet Features
Tuan T. Nguyen, Hoang H. Nguyen, Mina Sartipi, and 1 more author
@article{nguyen2024real,title={Real-Time Multi-Vehicle Multi-Camera Tracking With Graph Based Tracklet Features},author={Nguyen, Tuan T. and Nguyen, Hoang H. and Sartipi, Mina and Fisichella, Marco},journal={Transportation Research Record},volume={2678},number={1},pages={296-308},year={2024},doi={10.1177/03611981231170591},url={https://doi.org/10.1177/03611981231170591},publisher={SAGE Publications Sage CA: Los Angeles, CA},}
2023
Inductive and Transductive Link Prediction for Criminal Network Analysis
Zahra Ahmadi, Hoang H. Nguyen, Zijian Zhang, and 6 more authors
@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},}
MANDO-HGT: Heterogeneous Graph Transformers for Smart Contract Vulnerability Detection
Hoang H. Nguyen, Nhat-Minh Nguyen, Chunyao Xie, and 4 more authors
In Proceedings of the 20th International Conference on Mining Software Repositories, Melbourne, Australia, May 2023
@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},}
2022
MANDO-GURU: Vulnerability Detection for Smart Contract Source Code By Heterogeneous Graph Embeddings
Hoang H. Nguyen, Nhat-Minh Nguyen, Hong-Phuc Doan, and 3 more authors
In Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Singapore, Singapore, Nov 2022
@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},}
MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities
Hoang H. Nguyen, Nhat-Minh Nguyen, Chunyao Xie, and 4 more authors
In Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, Shenzhen, China, Oct 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},}
SoChainDB: A Database for Storing and Retrieving Blockchain-Powered Social Network Data
Hoang H. Nguyen, Dmytro Bozhkov, Zahra Ahmadi, and 2 more authors
In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, Jul 2022
@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},}
2021
On the Impact of Dataset Size: A Twitter Classification Case Study
Thi Huyen Nguyen, Hoang H. Nguyen, Zahra Ahmadi, and 2 more authors
In IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Melbourne, VIC, Australia, Dec 2021
@inproceedings{nguyen2021wiiat,author={Nguyen, Thi Huyen and Nguyen, Hoang H. and Ahmadi, Zahra and Hoang, Tuan-Anh and Doan, Thanh-Nam},title={On the Impact of Dataset Size: A Twitter Classification Case Study},year={2021},month=dec,isbn={9781450391153},publisher={Association for Computing Machinery},address={New York, NY, USA},url={https://doi.org/10.1145/3486622.3493960},doi={10.1145/3486622.3493960},booktitle={IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology},pages={210--217},numpages={8},keywords={empirical study, extrapolation methods, Twitter classification, dataset size, machine learning, neural network},location={Melbourne, VIC, Australia},series={WI-IAT '21},}
ROXSD: a Simulated Dataset of Communication in Organized Crime
Kvetoslav Maly, Gerhard Backfried, Francesco Calderoni, and 16 more authors
In 2021 ISCA Symposium on Security and Privacy in Speech Communication, Virtual Event, Nov 2021
@inproceedings{maly2021roxsd,added-at={2022-02-22T20:00:48.000+0100},author={Maly, Kvetoslav and Backfried, Gerhard and Calderoni, Francesco and Černocký, Jan and Dikici, Erinc and Fabien, Maël and Hořínek, Jan and Hughes, Joshua and Janošík, Miroslav and Kovac, Marek and Motlicek, Petr and Nguyen, Hoang H. and Parida, Shantipriya and Rohdin, Johan and Skácel, Miroslav and Zerr, Sergej and Klakow, Dietrich and Zhu, Dawei and Krishnan, Aravind},biburl={https://www.bibsonomy.org/bibtex/2133eddeb08920d97357c091fc7399e18/erichoang},booktitle={2021 ISCA Symposium on Security and Privacy in Speech Communication},location={Virtual Event},doi={10.21437/SPSC.2021-7},interhash={c6fa490783dbc9fbf1e0b1301c8efd78},intrahash={133eddeb08920d97357c091fc7399e18},keywords={automatic criminal dataset identification investigation myown recognition speaker speech},month=nov,pages={32-36},timestamp={2022-02-22T20:02:16.000+0100},title={ROXSD: a Simulated Dataset of Communication in Organized Crime},year={2021},}
ROXANNE Research Platform: Automate Criminal Investigations
Maël Fabien, Shantipriya Parida, Petr Motlı́cek, and 3 more authors
In Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, Aug 2021
@inproceedings{fabien2021interspeech,author={Fabien, Ma{\"{e}}l and Parida, Shantipriya and Motl{\'{\i}}cek, Petr and Zhu, Dawei and Krishnan, Aravind and Nguyen, Hoang H.},editor={Hermansky, Hynek and Cernock{\'{y}}, Honza and Burget, Luk{\'{a}}s and Lamel, Lori and Scharenborg, Odette and Motl{\'{\i}}cek, Petr},title={{ROXANNE} Research Platform: Automate Criminal Investigations},booktitle={Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association},location={Brno, Czechia},pages={962--964},publisher={{ISCA}},year={2021},month=aug,url={http://www.isca-speech.org/archive/interspeech\_2021/fabien21\_interspeech.html},timestamp={Mon, 14 Mar 2022 16:42:12 +0100},biburl={https://dblp.org/rec/conf/interspeech/FabienPMZKN21.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
2020
On Node Embedding of Uncertain Networks
Hoang H. Nguyen, Sergej Zerr, and Tuan-Anh Hoang
In 2020 IEEE International Conference on Big Data (Big Data), Dec 2020
@inproceedings{nguyen2020bigdata,author={Nguyen, Hoang H. and Zerr, Sergej and Hoang, Tuan-Anh},booktitle={2020 IEEE International Conference on Big Data (Big Data)},title={On Node Embedding of Uncertain Networks},year={2020},volume={},number={},pages={5792-5794},keywords={},doi={10.1109/BigData50022.2020.9378022},issn={},month=dec,}
Verification of ethereum smart contracts: a model checking approach
Tam Bang, Hoang H. Nguyen, Dung Nguyen, and 2 more authors
International Journal of Machine Learning and Computing, Jul 2020
@article{bang2020verification,title={Verification of ethereum smart contracts: a model checking approach},author={Bang, Tam and Nguyen, Hoang H. and Nguyen, Dung and Trieu, Toan and Quan, Tho},journal={International Journal of Machine Learning and Computing},volume={10},number={4},year={2020},month=jul,}
2019
API recommendation for event-driven Android application development
Weizhao Yuan, Hoang H. Nguyen, Lingxiao Jiang, and 3 more authors
@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},}
2018
LibraryGuru: API Recommendation for Android Developers
Weizhao Yuan, Hoang H. Nguyen, Lingxiao Jiang, and 1 more author
In Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, Gothenburg, Sweden, Mar 2018
@inproceedings{yuan2018icse,author={Yuan, Weizhao and Nguyen, Hoang H. and Jiang, Lingxiao and Chen, Yuting},title={LibraryGuru: API Recommendation for Android Developers},year={2018},month=mar,isbn={9781450356633},publisher={Association for Computing Machinery},address={New York, NY, USA},url={https://doi.org/10.1145/3183440.3195011},doi={10.1145/3183440.3195011},booktitle={Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings},pages={364--365},numpages={2},location={Gothenburg, Sweden},series={ICSE '18},}
@inproceedings{nguyen2017icpc,author={Nguyen, Hoang H. and Jiang, Lingxiao and Quan, Tho},booktitle={2017 IEEE/ACM 25th International Conference on Program Comprehension (ICPC)},title={Android Repository Mining for Detecting Publicly Accessible Functions Missing Permission Checks},year={2017},volume={},number={},pages={324-327},keywords={},doi={10.1109/ICPC.2017.14},issn={},month=may,}
2016
Poster: Android Whole-System Control Flow Analysis for Accurate Application Behavior Modeling
Nguyen Huu Hoang
In Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services Companion, Singapore, Singapore, Jun 2016
@inproceedings{hoang2016mobisys,author={Hoang, Nguyen Huu},title={Poster: Android Whole-System Control Flow Analysis for Accurate Application Behavior Modeling},year={2016},month=jun,isbn={9781450344166},publisher={Association for Computing Machinery},address={New York, NY, USA},url={https://doi.org/10.1145/2938559.2948874},doi={10.1145/2938559.2948874},booktitle={Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services Companion},pages={30},numpages={1},keywords={static analysis, modeling, control flow, android system, android application, data flow, whole-system analysis},location={Singapore, Singapore},series={MobiSys '16 Companion},}