Matt Y. Cheung

Matt Y. Cheung

PhD student at Rice ECE working on gently pushing the limits of medical devices and AI.

List of Publications

Cheung, M. Y. , Zorek, S., Netherton, T. J., Court, L. E., Al-Kindi, S., Veeraraghavan, A., & Balakrishnan, G. (2025). When are Diffusion Priors Helpful in Sparse Reconstruction? A Study with Sparse-view CT. IEEE International Symposium on Biomedical Imaging (2025, accepted).

Cheung, M.Y. , Netherton, T.J., Court, L.E., Veeraraghavan, A. and Balakrishnan, G., 2024. Metric-guided Conformal Bounds for Probabilistic Image Reconstruction. arXiv preprint arXiv:2404.15274.

Topalli, G., Fan, Y., Cheung, M. Y. , Veeraraghavan, A., Hirzallah, M., & Chi, T. (2024). An Ultrasonic Transceiver for Non-Invasive Intracranial Pressure Sensing. IEEE Transactions on Biomedical Circuits and Systems.

Cheung, M. Y. , Netherton, T. J., Court, L. E., Veeraraghavan, A., & Balakrishnan, G. (2024). Regression Conformal Prediction under Bias. arXiv preprint arXiv:2410.05263.

Cheung, M.Y. , Sabharwal, A., Coté G.L. and Veeraraghavan, A., 2024 Wearable Blood Pressure Monitoring: Understanding Heterogeneity in Design and Evaluation. IEEE transactions on biomedical engineering (2024), doi:10.1109/TBME.2024.3434344

Topalli, G., Fan, Y., Cheung, M. Y. , Veeraraghavan, A., Hirzallah, M., & Chi, T. (2024, February). 17.11 A 9mW ultrasonic through transmission transceiver for non-invasive intracranial pressure sensing. In 2024 IEEE International Solid-State Circuits Conference (ISSCC) (Vol. 67, pp. 334-336). IEEE.

Alemohammad, S., Babaei, H., Balestriero, R., Cheung, M.Y., Humayun, A.I., LeJeune, D., Liu, N., Luzi, L., Tan, J., Wang, Z. and Baraniuk, R.G., 2020. Wearing a MASK: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels. arXiv preprint arXiv:2010.13975.