Empowering Wearable Seizure Forecasting with Scheduled Sampling. - Peikun Guo; Han Yu 008; Sruthi Gopinath Karicheri; Allen Kuncheria; Huiyuan Yang; Siena Blackwell; Zulfi Haneef; Akane Sano (BHI, 2023)

Empirical Study of Mix-based Data Augmentation Methods in Physiological Time Series Data. - Peikun Guo; Huiyuan Yang; Akane Sano (ICHI, 2023)

Zero-Shot ECG Diagnosis with Large Language Models and Retrieval-Augmented Generation. - Han Yu 008; Peikun Guo; Akane Sano (ML4H@NeurIPS, 2023)

Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models. - Zeyu Yang; Peikun Guo; Khadija Zanna; Akane Sano (CoRR, 2024)

ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text. - Han Yu 008; Peikun Guo; Akane Sano (Trans. Mach. Learn. Res., 2024)

AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis. - Han Yu 008; Peikun Guo; Akane Sano (Trans. Mach. Learn. Res., 2024)

Deep Generalized Canonical Correlation Analysis for Motor Fault Diagnosis. - Peikun Guo; Dehong Liu; Bingnan Wang; Yebin Wang; Hiroshi Inoue; Makoto Kanemaru (IAS, 2025)

Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models. - Zeyu Yang; Han Yu 008; Peikun Guo; Khadija Zanna; Xiaoxue Yang; Akane Sano (Trans. Mach. Learn. Res., 2025)