Publications
2025
- [HEALTH'25] Gao, Y., Jabbour, J., Ko, E., Wijayasingha, L., Kim, S., Wang, Z., Ma, M., Zhou, G., Rose, K., Gordon, K., Wang, H., Stankovic, J. A., “Patient-Caregiver Relationship (PCR) System: Automated Emotion Detection, Conflict Detection, and Intervention in Dementia Caregiving”, arXiv preprint arXiv:2211.03149. (to be submitted)
- [JMIR'25] Ko, E., Gao, Y., Wang, P., Wijayasingha, L., Wright, K. D., Gordon, K. C., Wang, H., Stankovic, J. A., & Rose, K. M. (2025). Challenges to recruiting dementia caregiving dyads in community-based settings: Lessons learned from an in-home technology-based intervention. JMIR Formative Research, 9(1), e59291. https://doi.org/10.2196/59291
2024
- [TMLR'24] Macdonald, C., Chu, Z., Stankovic, J., Zhou, G., Shao, H., Gao, Y., “MiddleGAN: Generating Inter-domain Images with GANs”, Transactions on Machine Learning Research.
2023
- [SmartComp'23] Gao, Y., Baucom, B., Gordon, K., Rose, K., Wang, H., Stankovic. “E-ADDA: Unsupervised Adversarial Domain Adaptation Enhanced by a New Mahalanobis Distance Loss for Smart Computing”, arXiv preprint arXiv:2201.10001..
2022
- [INA'22] Rose, K., Gordon, K., Schlegel, E., McCall, M., Gao, Y., Jabbour, J. and Ko, E., 2021. “Pandemic Deployment of a Smarthealth Technology to Improve Stress in Dementia Family Caregivers”, Innovation in Aging, 5(Suppl 1), pp.450-450.
2021
- [HEALTH'21] Gao, Y, Salekin, A., Gordon, K., Rose, K., Wang, H. and Stankovic, J., 2021. “Emotion Recognition Robust to Indoor Environmental Distortions and Non-targeted Emotions Using Out-of-distribution Detection”, ACM Transactions on Computing for Healthcare (HEALTH), 3(2), pp.1-22.
- [PERCOM’21] Gao, Y., Jabbour, J., Schlegel, E.C., Ma, M., McCall, M., Wijayasingha, L., Ko, E., Gordon, K., Rose, K., Wang, H. and Stankovic, J., 2021. “Out-of-the-Box Deployment to Support Research on In-Home Care of Alzheimer’s Patients”, IEEE Pervasive Computing, 21(1), pp.37-47.
- [JAN’21] Rose, K.M., Coop Gordon, K., Schlegel, E.C., Mccall, M., Gao, Y., Ma, M., Lenger, K.A., Ko, E., Wright, K.D., Wang, H. and Stankovic, J., 2021. “Smarthealth technology study protocol to improve relationships between older adults with dementia and family caregivers”, Journal of Advanced Nursing, 77(5), pp.2519-2529.
2020
- [SENSYS’20] Gao, Y., Ma, M., Gordon, K., Rose, K., Wang, H. and Stankovic, J., 2020, November. “A monitoring, modeling, and interactive recommendation system for in-home caregivers: Demo abstract”, In Proceedings of the 18th Conference on Embedded Networked Sensor Systems (pp. 587-588).