Peikun Guo

11 papers C 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models.
Trans. Mach. Learn. Res.
Zeyu Yang, Han Yu, Peikun Guo, Khadija Zanna, Xiaoxue Yang, Akane Sano
2025 C conf
Deep Generalized Canonical Correlation Analysis for Motor Fault Diagnosis.
IAS
Peikun Guo, Dehong Liu, Bingnan Wang, Yebin Wang, Hiroshi Inoue, Makoto Kanemaru
2024 J jnl
AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis.
CoRR
Han Yu, Peikun Guo, Akane Sano
2024 J jnl
AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis.
Trans. Mach. Learn. Res.
Han Yu, Peikun Guo, Akane Sano
2024 J jnl
Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models.
CoRR
Zeyu Yang, Peikun Guo, Khadija Zanna, Akane Sano
2024 J jnl
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text.
CoRR
Han Yu, Peikun Guo, Akane Sano
2024 J jnl
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text.
Trans. Mach. Learn. Res.
Han Yu, Peikun Guo, Akane Sano
2023 — conf
Empirical Study of Mix-based Data Augmentation Methods in Physiological Time Series Data.
ICHI
Peikun Guo, Huiyuan Yang, Akane Sano
2023 J jnl
Empirical Study of Mix-based Data Augmentation Methods in Physiological Time Series Data.
CoRR
Peikun Guo, Huiyuan Yang, Akane Sano
2023 — conf
Empowering Wearable Seizure Forecasting with Scheduled Sampling.
BHI
Peikun Guo, Han Yu, Sruthi Gopinath Karicheri, Allen Kuncheria, Huiyuan Yang, Siena Blackwell, Zulfi Haneef, Akane Sano
2023 — conf
Zero-Shot ECG Diagnosis with Large Language Models and Retrieval-Augmented Generation.
ML4H@NeurIPS
Han Yu, Peikun Guo, Akane Sano