Son Tung Do

Fordham University
New York, NY
sdo3[at]fordham[dot]edu
Connect with me on Bluesky

Interested in understanding and building autonomous intelligent systems.
More on research interests and collaboration.

I’m a Master’s student at Fordham University with a major in Data Science. I graduated Summa Cum Laude from Fordham University as a member of the Honors Program with a BS in Computer Science and a minor in Economics.

Machine Learning XKCD

news

Jun 01, 2024	Joining IBM as an intern at Watsonx.ai for this summer. 💻
Apr 12, 2024	Our paper 📝 at Fordham EDM Lab is accepted to EDM 2024. I now have Erdős number 3.
Apr 04, 2024	Just released SD-Image-Editor extension for SD WebUI. Leave a star on Github if you like it!
Sep 01, 2023	Second paper 📝 with Dr. Juntao Chen is accepted to CNS-CRW’23.
May 20, 2023	I just received my Bachelor’s degree in Computer Science from Fordham University. 🎓

latest posts

Nov 19, 2024	Bluesky resources
Oct 01, 2024	Resources for Machine Learning starters

selected publications

EDM

Predicting GRE Scores from Application Materials in Test-Optional Admissions

Yijun Zhao, Zhengxin Qi, Son Tung Do, John Grossi, Jee Hun Kang, and Gary M. Weiss

In Proceedings of the 17th International Conference on Educational Data Mining, Jun 2024

DOI Bib PDF

@inproceedings{edm2024,
  author = {Zhao, Yijun and Qi, Zhengxin and Do, Son Tung and Grossi, John and Kang, Jee Hun and Weiss, Gary M.},
  booktitle = {Proceedings of the 17th International Conference on Educational Data Mining},
  doi = {10.5281/zenodo.12729770},
  isbn = {978-1-7336736-5-5},
  pages = {30--39},
  publisher = {International Educational Data Mining Society},
  title = {Predicting GRE Scores from Application Materials in Test-Optional Admissions},
  year = {2024},
  month = jun,
}

CNS

Adversarial Manipulation of Learning in Linear-Quadratic Zero-Sum Differential Games via Cost Poisoning

Son Tung Do, Gabrielle Ebbrecht, and Juntao Chen

In Cyber Resilience Workshop at IEEE Conference on Communications and Network Security (CNS), Oct 2023

DOI Bib PDF

@inproceedings{cns2023,
  author = {Do, Son Tung and Ebbrecht, Gabrielle and Chen, Juntao},
  booktitle = {Cyber Resilience Workshop at IEEE Conference on Communications and Network Security (CNS)},
  title = {Adversarial Manipulation of Learning in Linear-Quadratic Zero-Sum Differential Games via Cost Poisoning},
  year = {2023},
  month = oct,
  pages = {1-6},
  keywords = {Costs;Data integrity;Games;Differential games;Network security;Control systems;Data models},
  doi = {10.1109/CNS59707.2023.10288942},
}

CISS

Policy Poisoning in Batch Learning for Linear Quadratic Control Systems via State Manipulation

Courtney M. King, Son Tung Do, and Juntao Chen

In 57th Annual Conference on Information Sciences and Systems (CISS), Mar 2023

DOI arXiv Bib PDF

@inproceedings{ciss2023,
  author = {King, Courtney M. and Do, Son Tung and Chen, Juntao},
  booktitle = {57th Annual Conference on Information Sciences and Systems (CISS)},
  title = {Policy Poisoning in Batch Learning for Linear Quadratic Control Systems via State Manipulation},
  year = {2023},
  month = mar,
  pages = {1-6},
  keywords = {System performance;Computational modeling;Control systems;Approximation algorithms;Data models;Convex functions;Computational efficiency},
  doi = {10.1109/CISS56502.2023.10089721},
}