Parameter-Efficient Transfer Learning for EEG Foundation Models via Task-Relevant Feature Focusing.

@inproceedings{jeon-2025-parameterefficient, author = {Jaehyun Jeon and Seungwoo Jeong and Yeajin Shon and Heung-Il Suk}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{Parameter-Efficient Transfer Learning for EEG Foundation Models via Task-Relevant Feature Focusing}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {1068--1077}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761372}, doi = {https://doi.org/10.1145/3746252.3761372} }