Gabriel Jason Lee

Hi, I'm Gabe.

I enjoy building systems that adapt and improve, with a focus on deep learning for EEG and biosignals in healthcare.

I'm a software engineer at Cisco and an MCS student at UIUC.

Publications

Test-Time Adaptation for EEG Foundation Models: A Systematic Study under Real-World Distribution Shifts

* Equal contribution

Gabriel Jason Lee*, Jathurshan Pradeepkumar*, Jimeng Sun

Proceedings of the 11th Machine Learning for Healthcare Conference ICML 2026 Workshop on Structured Data for Health

Paper Code

BibTeX

@InProceedings{pmlr-v340-lee26a,
  title={Test-Time Adaptation for EEG Foundation Models: A Systematic Study under Real-World Distribution Shifts},
  author={Lee, Gabriel Jason and Pradeepkumar, Jathurshan and Sun, Jimeng},
  booktitle={Proceedings of the 11th Machine Learning for Healthcare Conference},
  pages={948--984},
  year={2026},
  editor={Krishnan, Rahul G. and van Amsterdam, Wouter A. C. and Chopra, Sumit and Overgaard, Shauna and Hughes, Michael and Ötleş, Erkin and Shen, Yiqiu and Shanmugam, Divya and Nayan, Madhur and Engelhard, Matthew and Fackler, Jim and Oberst, Michael},
  volume={340},
  series={Proceedings of Machine Learning Research},
  month={12--14 Aug},
  publisher={PMLR},
  url={https://proceedings.mlr.press/v340/lee26a.html}
}