Hung T. Nguyen

selected publications

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. 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. 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}
   }

4. 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}
   }

5. 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}
   }

6. 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}
   }