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Proceedings of Machine Learning Research|March 12, 2026
Contrastive Pretraining for Stress Detection with Multimodal Wearable Sensor Data and SurveysZeyu Yang, Han Yu, Akane SanoTransactions on Machine Learning Research|March 12, 2026
Balanced Mixed-Type Tabular Data Synthesis with Diffusion ModelsZeyu Yang, Han Yu, Peikun Guo, et al.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|October 6, 2020
Passive Sensor Data Based Future Mood, Health, and Stress Prediction: User Adaptation Using Deep LearningHan Yu, Akane SanoTransactions on Machine Learning Research|March 12, 2026
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological TextHan Yu, Peikun Guo, Akane SanoTransactions on Machine Learning Research|March 12, 2026
AdaWaveNet: Adaptive Wavelet Network for Time Series AnalysisHan Yu, Peikun Guo, Akane SanoJMIR Mhealth and Uhealth|February 7, 2024
Investigating Receptivity and Affect Using Machine Learning: Ecological Momentary Assessment and Wearable Sensing StudyZachary D King, Han Yu, Thomas Vaessen, et al.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|September 10, 2022
More to Less (M2L): Enhanced Health Recognition in the Wild with Reduced Modality of Wearable SensorsHuiyuan Yang, Han Yu, Kusha Sridhar, et al.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|October 6, 2020
Early versus Late Modality Fusion of Deep Wearable Sensor Features for Personalized Prediction of Tomorrow's Mood, Health, and Stress.Boning Li, Akane SanoScientific Reports|April 13, 2023
Exploiting social graph networks for emotion predictionMaryam Khalid, Akane SanoAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|October 6, 2020
Frequency-Dependent Light Stimulation Effects on Performance During Vigilance Tasks on a LaptopLuis Hector Victor, Akane SanoPageof 238