Peikun Guo

According to our database, Peikun Guo authored at least 8 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models.

Zeyu Yang, Han Yu, Peikun Guo, Khadija Zanna, Xiaoxue Yang, Akane Sano

Trans. Mach. Learn. Res., 2025

Deep Generalized Canonical Correlation Analysis for Motor Fault Diagnosis.

Peikun Guo, Dehong Liu, Bingnan Wang, Yebin Wang, Hiroshi Inoue, Makoto Kanemaru

Proceedings of the IEEE Industry Applications Society Annual Meeting, 2025

2024

AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis.

Han Yu, Peikun Guo, Akane Sano

Trans. Mach. Learn. Res., 2024

ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text.

Han Yu, Peikun Guo, Akane Sano

Trans. Mach. Learn. Res., 2024

Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models.

Zeyu Yang, Peikun Guo, Khadija Zanna, Akane Sano

CoRR, 2024

2023

Zero-Shot ECG Diagnosis with Large Language Models and Retrieval-Augmented Generation.

Han Yu, Peikun Guo, Akane Sano

Proceedings of the Machine Learning for Health, 2023

Empirical Study of Mix-based Data Augmentation Methods in Physiological Time Series Data.

Peikun Guo, Huiyuan Yang, Akane Sano

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Empowering Wearable Seizure Forecasting with Scheduled Sampling.

Peikun Guo, Han Yu, Sruthi Gopinath Karicheri, Allen Kuncheria, Huiyuan Yang, Siena Blackwell, Zulfi Haneef, Akane Sano

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023