A Review of Deep Learning Methods for Photoplethysmography Data. - Guangkun Nie; Jiabao Zhu; Gongzheng Tang; Deyun Zhang; Shijia Geng; Qinghao Zhao; Shenda Hong (CoRR, 2024)

Deep Imbalanced Regression to Estimate Vascular Age from PPG Data: a Novel Digital Biomarker for Cardiovascular Health. - Guangkun Nie; Qinghao Zhao; Gongzheng Tang; Jun Li; Shenda Hong (CoRR, 2024)

Dist Loss: Enhancing Regression in Few-Shot Region through Distribution Distance Constraint. - Guangkun Nie; Gongzheng Tang; Shenda Hong (ICLR, 2025)