Xi Yu

Brookhaven National Laboratory

Computational Science Initiative
Bldg. 725, Room 2-196
P.O. Box 5000
Upton, NY 11973-5000

xyu1@bnl.gov

Education | Appointments | Publications | Awards

Education

• Ph.D in Electrical Engineering , University of Florida (2022) 
• Master in Electrical Engineering , University of Florida (2019) 

Professional Appointments

• Research Associate in Computational Science Initiative, Brookhaven National Laboratory 06/2022-Present.
• Research Intern in Signal Processing Group, Mitsubishi Electric Research Laboratories 05/2021-08/2021

Selected Publications

• Yu X, Smedemark-Margulies N, Aeron S, et al (2022) Improving Adversarial Robustness by Learning Shared Information. Pattern Recognition 109054. https://doi.org/10.1016/j.patcog.2022.109054
• Li Y, Yu X, Yu S, Chen B (2022) Adversarial Training for the Adversarial Robustness of EEG-Based Brain-Computer Interfaces. 2022 IEEE 32nd International Workshop on Machine Learning for Signal Processing (MLSP). https://doi.org/10.1109/mlsp55214.2022.9943479
• Alesiani F, Yu S, Yu X (2021) Gated Information Bottleneck for Generalization in Sequential Environments. 2021 IEEE International Conference on Data Mining (ICDM). https://doi.org/10.1109/icdm51629.2021.00010
• Yu S, Alesiani F, Yu X, et al (2021) Measuring Dependence with Matrix-based Entropy Functional. Proceedings of the AAAI Conference on Artificial Intelligence 35:10781–10789. https://doi.org/10.1609/aaai.v35i12.17288
• Yu X, Yu S, Principe JC (2021) Deep Deterministic Information Bottleneck with Matrix-Based Entropy Functional. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). https://doi.org/10.1109/icassp39728.2021.9414151
• Yu X, Ouyang B, Principe JC (2021) Coral Image Segmentation with Point-Supervision via Latent Dirichlet Allocation with Spatial Coherence. Journal of Marine Science and Engineering 9:157. https://doi.org/10.3390/jmse9020157
• Yu X, Ouyang B, Principe JC, et al (2020) Sparsely labeled coral images segmentation with Latent Dirichlet Allocation. Global Oceans 2020: Singapore – US Gulf Coast. https://doi.org/10.1109/ieeeconf38699.2020.9389004
• Yu X, Ouyang B, Principe JC, et al (2019) Weakly supervised learning of point-level annotation for coral image segmentation. OCEANS 2019 MTS/IEEE SEATTLE. https://doi.org/10.23919/oceans40490.2019.8962759
• Yu X, Ma Y, Farrington S, et al (2019) Fast segmentation for large and sparsely labeled coral images. 2019 International Joint Conference on Neural Networks (IJCNN). https://doi.org/10.1109/ijcnn.2019.8852014

Awards & Recognition

• Student Attendance Award ICDM 2021
• Academic Achievement Award Scholarship, University of Florida 08/2017 - 12/2018