publications

2015

1. CSoNet

   Social influence spectrum with guarantees: Computing more in less time

   Dinh, Thang N., Nguyen, Hung T., Ghosh, Preetam, and Mayo, Michael

   In International Conference on Computational Social Networks 2015

   Bib

   @inproceedings{dinh2015social,
     bibtex_show = {true},
     abbr = {CSoNet},
     title = {Social influence spectrum with guarantees: Computing more in less time},
     author = {Dinh, Thang N. and Nguyen, Hung T. and Ghosh, Preetam and Mayo, Michael},
     booktitle = {International Conference on Computational Social Networks},
     pages = {84--103},
     year = {2015},
     organization = {Springer, Cham}
   }

2. INFOCOM

   Community detection in multiplex social networks

   Nguyen, Hung T., Dinh, Thang N., and Vu, Tam

   In IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) 2015

   Bib

   @inproceedings{nguyen2015community,
     bibtex_show = {true},
     abbr = {INFOCOM},
     title = {Community detection in multiplex social networks},
     author = {Nguyen, Hung T. and Dinh, Thang N. and Vu, Tam},
     booktitle = {IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)},
     pages = {654--659},
     year = {2015},
     organization = {IEEE}
   }

3. MILCOM

   Unveiling the structure of multi-attributed networks via joint non-negative matrix factorization

   Nguyen, Hung T., and Dinh, Thang N.

   In IEEE Military Communications Conference 2015

   Bib

   @inproceedings{nguyen2015unveiling,
     bibtex_show = {true},
     abbr = {MILCOM},
     title = {Unveiling the structure of multi-attributed networks via joint non-negative matrix factorization},
     author = {Nguyen, Hung T. and Dinh, Thang N.},
     booktitle = {IEEE Military Communications Conference},
     pages = {1379--1384},
     year = {2015},
     organization = {IEEE}
   }

4. KSE

   An efficient ant colony algorithm for DNA motif finding

   Hoang, Huan X., Duong, Tuyet T.A., Doan, Ha T.T., and Nguyen, Hung T.

   In Knowledge and Systems Engineering 2015

   Bib

   @inproceedings{hoang2015efficient,
     bibtex_show = {true},
     abbr = {KSE},
     title = {An efficient ant colony algorithm for DNA motif finding},
     author = {Hoang, Huan X. and Duong, Tuyet T.A. and Doan, Ha T.T. and Nguyen, Hung T.},
     booktitle = {Knowledge and Systems Engineering},
     pages = {589--601},
     year = {2015},
     publisher = {Springer, Cham}
   }

2016

1. SIGMOD

   Stop-and-stare: Optimal sampling algorithms for viral marketing in billion-scale networks

   Nguyen, Hung T., Thai, My T., and Dinh, Thang N.

   In ACM International Conference on Management of Data 2016

   Bib

   @inproceedings{nguyen2016stop,
     bibtex_show = {true},
     abbr = {SIGMOD},
     selected = {true},
     title = {Stop-and-stare: Optimal sampling algorithms for viral marketing in billion-scale networks},
     author = {Nguyen, Hung T. and Thai, My T. and Dinh, Thang N.},
     booktitle = {ACM International Conference on Management of Data},
     pages = {695--710},
     year = {2016}
   }

2. INFOCOM

   Cost-aware targeted viral marketing in billion-scale networks

   Nguyen, Hung T., Dinh, Thang N., and Thai,

   In IEEE International Conference on Computer Communications 2016

   Bib

   @inproceedings{nguyen2016cost,
     bibtex_show = {true},
     abbr = {INFOCOM},
     title = {Cost-aware targeted viral marketing in billion-scale networks},
     author = {Nguyen, Hung T. and Dinh, Thang N. and Thai, My T.},
     booktitle = {IEEE International Conference on Computer Communications},
     pages = {1--9},
     year = {2016},
     organization = {IEEE}
   }

3. INFOCOM

   Targeted cyber-attacks: Unveiling target reconnaissance strategy via social networks

   Nguyen, Hung T., and Dinh, Thang N.

   In IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) 2016

   Bib

   @inproceedings{nguyen2016targeted,
     bibtex_show = {true},
     abbr = {INFOCOM},
     title = {Targeted cyber-attacks: Unveiling target reconnaissance strategy via social networks},
     author = {Nguyen, Hung T. and Dinh, Thang N.},
     booktitle = {IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)},
     pages = {288--293},
     year = {2016},
     organization = {IEEE}
   }

4. CIKM

   Multiple infection sources identification with provable guarantees

   Nguyen, Hung T., Ghosh, Preetam, Mayo, Michael L., and Dinh, Thang N.

   In ACM International on Conference on Information and Knowledge Management 2016

   Bib

   @inproceedings{nguyen2016multiple,
     bibtex_show = {true},
     abbr = {CIKM},
     title = {Multiple infection sources identification with provable guarantees},
     author = {Nguyen, Hung T. and Ghosh, Preetam and Mayo, Michael L. and Dinh, Thang N.},
     booktitle = {ACM International on Conference on Information and Knowledge Management},
     pages = {1663--1672},
     year = {2016}
   }

2017

1. PACM

   Outward influence and cascade size estimation in billion-scale networks

   Nguyen, Hung T., Nguyen, Tri P., Vu, Tam N., and Dinh, Thang N.

   Proceedings of the ACM on Measurement and Analysis of Computing Systems 2017

   Bib

   @article{nguyen2017outward,
     bibtex_show = {true},
     abbr = {PACM},
     title = {Outward influence and cascade size estimation in billion-scale networks},
     author = {Nguyen, Hung T. and Nguyen, Tri P. and Vu, Tam N. and Dinh, Thang N.},
     journal = {Proceedings of the ACM on Measurement and Analysis of Computing Systems},
     volume = {1},
     number = {1},
     pages = {1--30},
     year = {2017},
     publisher = {ACM New York, NY, USA}
   }

2. SIGMETRICS

   Outward Influence and Cascade Size Estimation in Billion-scale Networks

   Nguyen, Hung T., Nguyen, Tri P., Vu, Tam N., and Dinh, Thang N.

   In ACM International Conference on Measurement and Modeling of Computer Systems 2017

   Bib

   @inproceedings{nguyen2017outware,
     bibtex_show = {true},
     abbr = {SIGMETRICS},
     selected = {true},
     title = {Outward Influence and Cascade Size Estimation in Billion-scale Networks},
     author = {Nguyen, Hung T. and Nguyen, Tri P. and Vu, Tam N. and Dinh, Thang N.},
     booktitle = {ACM International Conference on Measurement and Modeling of Computer Systems},
     pages = {63--63},
     year = {2017}
   }

3. Access

   Transitivity demolition and the fall of social networks

   Nguyen, Hung T., Nguyen, Nam P., Vu, Tam, Hoang, Huan X., and Dinh, Thang N.

   IEEE Access 2017

   Bib

   @article{nguyen2017transitivity,
     bibtex_show = {true},
     abbr = {Access},
     title = {Transitivity demolition and the fall of social networks},
     author = {Nguyen, Hung T. and Nguyen, Nam P. and Vu, Tam and Hoang, Huan X. and Dinh, Thang N.},
     journal = {IEEE Access},
     volume = {5},
     pages = {15913--15926},
     year = {2017},
     publisher = {IEEE}
   }

4. arXiv

   Towards Optimal Strategy for Adaptive Probing in Incomplete Networks

   Nguyen, Tri P, Nguyen, Hung T, and Dinh, Thang N

   arXiv preprint arXiv:1702.01452 2017

   Bib

   @article{nguyen2017towards,
     bibtex_show = {true},
     abbr = {arXiv},
     title = {Towards Optimal Strategy for Adaptive Probing in Incomplete Networks},
     author = {Nguyen, Tri P and Nguyen, Hung T and Dinh, Thang N},
     journal = {arXiv preprint arXiv:1702.01452},
     year = {2017}
   }

5. TON

   A billion-scale approximation algorithm for maximizing benefit in viral marketing

   Nguyen, Hung T., Thai, My T., and Dinh, Thang N.

   IEEE/ACM Transactions On Networking 2017

   Bib

   @article{nguyen2017billion,
     bibtex_show = {true},
     abbr = {TON},
     title = {A billion-scale approximation algorithm for maximizing benefit in viral marketing},
     author = {Nguyen, Hung T. and Thai, My T. and Dinh, Thang N.},
     journal = {IEEE/ACM Transactions On Networking},
     volume = {25},
     number = {4},
     pages = {2419--2429},
     year = {2017},
     publisher = {IEEE}
   }

6. TOIS

   Social influence spectrum at scale: Near-optimal solutions for multiple budgets at once

   Nguyen, Hung T., Ghosh, Preetam, Mayo, Michael L., and Dinh, Thang N.

   ACM Transactions on Information Systems 2017

   Bib

   @article{nguyen2017social,
     bibtex_show = {true},
     abbr = {TOIS},
     title = {Social influence spectrum at scale: Near-optimal solutions for multiple budgets at once},
     author = {Nguyen, Hung T. and Ghosh, Preetam and Mayo, Michael L. and Dinh, Thang N.},
     journal = {ACM Transactions on Information Systems},
     volume = {36},
     number = {2},
     pages = {1--26},
     year = {2017},
     publisher = {ACM New York, NY, USA}
   }

7. ICDM

   Importance sketching of influence dynamics in billion-scale networks

   Nguyen, Hung T., Nguyen, Tri P., Phan, NhatHai, and Dinh, Thang N.

   In IEEE International Conference on Data Mining 2017

   Bib

   @inproceedings{nguyen2017importance,
     bibtex_show = {true},
     abbr = {ICDM},
     title = {Importance sketching of influence dynamics in billion-scale networks},
     author = {Nguyen, Hung T. and Nguyen, Tri P. and Phan, NhatHai and Dinh, Thang N.},
     booktitle = {IEEE International Conference on Data Mining},
     pages = {337--346},
     year = {2017},
     organization = {IEEE}
   }

2018

1. CSoNet

   Revisiting of ‘revisiting the stop-and-stare algorithms for influence maximization’

   Nguyen, Hung T., Dinh, Thang N., and Thai, My T.

   In International Conference on Computational Social Networks 2018

   Bib

   @inproceedings{nguyen2018revisiting,
     bibtex_show = {true},
     abbr = {CSoNet},
     title = {Revisiting of ‘revisiting the stop-and-stare algorithms for influence maximization’},
     author = {Nguyen, Hung T. and Dinh, Thang N. and Thai, My T.},
     booktitle = {International Conference on Computational Social Networks},
     pages = {273--285},
     year = {2018},
     organization = {Springer}
   }

2. PhD Thesis

   Big Networks: Analysis and Optimal Control

   Nguyen, Hung T.

   2018

   Bib

   @article{nguyen2018big,
     bibtex_show = {true},
     abbr = {PhD Thesis},
     title = {Big Networks: Analysis and Optimal Control},
     author = {Nguyen, Hung T.},
     year = {2018},
     publisher = {Virginia Commonwealth University}
   }

3. Patent

   Importance sketching of influence dynamics in massive-scale networks

   Nguyen, Hung T., and Dinh, Thang N.

   May 2018

   Bib

   @misc{nguyen2021importance,
     bibtex_show = {true},
     abbr = {Patent},
     title = {Importance sketching of influence dynamics in massive-scale networks},
     author = {Nguyen, Hung T. and Dinh, Thang N.},
     year = {2018},
     month = may,
     note = {US Patent App. 16/487,134}
   }

4. Patent

   Adaptive System for Recommending New Webpages

   Zhang, Lisa, Wilfong, Gordon, and Nguyen, Hung T.

   Aug 2018

   Bib

   @misc{nguyen2021rec,
     bibtex_show = {true},
     abbr = {Patent},
     title = {Adaptive System for Recommending New Webpages},
     author = {Zhang, Lisa and Wilfong, Gordon and Nguyen, Hung T.},
     year = {2018},
     month = aug
   }

2019

1. TKDE

   Blocking self-avoiding walks stops cyber-epidemics: a scalable gpu-based approach

   Nguyen, Hung T., Cano, Alberto, Vu, Tam, and Dinh, Thang N.

   IEEE Transactions on Knowledge and Data Engineering 2019

   Bib

   @article{nguyen2019blocking,
     bibtex_show = {true},
     abbr = {TKDE},
     selected = {true},
     title = {Blocking self-avoiding walks stops cyber-epidemics: a scalable gpu-based approach},
     author = {Nguyen, Hung T. and Cano, Alberto and Vu, Tam and Dinh, Thang N.},
     journal = {IEEE Transactions on Knowledge and Data Engineering},
     volume = {32},
     number = {7},
     pages = {1263--1275},
     year = {2019},
     publisher = {IEEE}
   }

2. ECML

   Continual Rare-Class Recognition with Emerging Novel Subclasses

   Nguyen, Hung T., Wang, Xuejian, and Akoglu, Leman

   In Machine Learning and Knowledge Discovery in Databases 2019

   Bib

   @inproceedings{nguyen2019continual,
     bibtex_show = {true},
     abbr = {ECML},
     title = {Continual Rare-Class Recognition with Emerging Novel Subclasses},
     author = {Nguyen, Hung T. and Wang, Xuejian and Akoglu, Leman},
     booktitle = {Machine Learning and Knowledge Discovery in Databases},
     pages = {20--36},
     year = {2019}
   }

3. arXiv

   Approximate k-cover in hypergraphs: Efficient algorithms, and applications

   Nguyen, Hung T., Thai, Phuc, Thai, My, Vu, Tam, and Dinh, Thang N.

   arXiv preprint arXiv:1901.07928 2019

   Bib

   @article{nguyen2019approximate,
     bibtex_show = {true},
     abbr = {arXiv},
     title = {Approximate k-cover in hypergraphs: Efficient algorithms, and applications},
     author = {Nguyen, Hung T. and Thai, Phuc and Thai, My and Vu, Tam and Dinh, Thang N.},
     journal = {arXiv preprint arXiv:1901.07928},
     year = {2019}
   }

2020

1. TKDD

   End-to-End Continual Rare-Class Recognition with Emerging Novel Subclasses

   Nguyen, Hung T., Wang, Xuejian, and Akoglu, Leman

   ACM Transactions on Knowledge Discovery from Data 2020

   Bib

   @article{nguyen2020end,
     bibtex_show = {true},
     abbr = {TKDD},
     selected = {true},
     title = {End-to-End Continual Rare-Class Recognition with Emerging Novel Subclasses},
     author = {Nguyen, Hung T. and Wang, Xuejian and Akoglu, Leman},
     journal = {ACM Transactions on Knowledge Discovery from Data},
     volume = {14},
     number = {5},
     pages = {1--28},
     year = {2020},
     publisher = {ACM}
   }

2. JSAC

   Fast-convergent federated learning

   Nguyen, Hung T., Sehwag, Vikash, Hosseinalipour, Seyyedali, Brinton, Christopher G., Chiang, Mung, and Poor, H. Vincent

   IEEE Journal on Selected Areas in Communications 2020

   Bib

   @article{nguyen2020fast,
     bibtex_show = {true},
     abbr = {JSAC},
     selected = {true},
     title = {Fast-convergent federated learning},
     author = {Nguyen, Hung T. and Sehwag, Vikash and Hosseinalipour, Seyyedali and Brinton, Christopher G. and Chiang, Mung and Poor, H. Vincent},
     journal = {IEEE Journal on Selected Areas in Communications},
     volume = {39},
     number = {1},
     pages = {201--218},
     year = {2020},
     publisher = {IEEE}
   }

3. arXiv

   Anomaly detection in large labeled multi-graph databases

   Nguyen, Hung T., Liang, Pierre J., and Akoglu, Leman

   arXiv preprint arXiv:2010.03600 2020

   Bib

   @article{nguyen2020anomaly,
     bibtex_show = {true},
     abbr = {arXiv},
     title = {Anomaly detection in large labeled multi-graph databases},
     author = {Nguyen, Hung T. and Liang, Pierre J. and Akoglu, Leman},
     journal = {arXiv preprint arXiv:2010.03600},
     year = {2020}
   }

2021

1. ASONAM

   GAWD: Graph Anomaly Detection in Weighted Directed Graph Databases

   Lee, Meng-Chieh, Nguyen, Hung T., Berberidis, Dimitris, Tseng, Vincent S., and Akoglu, Leman

   In IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2021

   Bib

   @inproceedings{lee2021gawd,
     bibtex_show = {true},
     abbr = {ASONAM},
     title = {GAWD: Graph Anomaly Detection in Weighted Directed Graph Databases},
     author = {Lee, Meng-Chieh and Nguyen, Hung T. and Berberidis, Dimitris and Tseng, Vincent S. and Akoglu, Leman},
     booktitle = {IEEE/ACM International Conference on  Advances in Social Networks Analysis and Mining},
     year = {2021}
   }

2. GLOBECOM

   Adversarial Neural Networks for Error Correcting Codes

   Nguyen, Hung T., Bottone, Steven, Kim, Kwang T., Chiang, Mung, and Poor, H. Vincent

   In IEEE Global Communications Conference 2021

   Bib

   @inproceedings{nguyen2021adversarial,
     bibtex_show = {true},
     abbr = {GLOBECOM},
     selected = {true},
     title = {Adversarial Neural Networks for Error Correcting Codes},
     author = {Nguyen, Hung T. and Bottone, Steven and Kim, Kwang T. and Chiang, Mung and Poor, H. Vincent},
     booktitle = {IEEE Global Communications Conference},
     year = {2021}
   }

3. GLOBECOM

   On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge

   Nguyen, Hung T., Morabito, Roberto, Kim, Kwang Taik, and Chiang, Mung

   In IEEE Global Communications Conference 2021

   Bib

   @inproceedings{nguyen2021fly,
     bibtex_show = {true},
     abbr = {GLOBECOM},
     selected = {false},
     title = {On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge},
     author = {Nguyen, Hung T. and Morabito, Roberto and Kim, Kwang Taik and Chiang, Mung},
     booktitle = {IEEE Global Communications Conference},
     year = {2021}
   }