Peikun Guo

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Real World Data Sets

Video Recordings

Language Modeling Approaches

Diffusion Model

Top Venues

Publications

Han Yu, Peikun Guo, Akane Sano
AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis. CoRR (2024)
Zeyu Yang, Peikun Guo, Khadija Zanna, Akane Sano
Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models. CoRR (2024)
Han Yu, Peikun Guo, Akane Sano
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text. CoRR (2024)
Peikun Guo, Huiyuan Yang, Akane Sano
Empirical Study of Mix-based Data Augmentation Methods in Physiological Time Series Data. CoRR (2023)
Han Yu, Peikun Guo, Akane Sano
Zero-Shot ECG Diagnosis with Large Language Models and Retrieval-Augmented Generation. ML4H@NeurIPS (2023)
Peikun Guo, Han Yu, Sruthi Gopinath Karicheri, Allen Kuncheria, Huiyuan Yang, Siena Blackwell, Zulfi Haneef, Akane Sano
Empowering Wearable Seizure Forecasting with Scheduled Sampling. BHI (2023)
Peikun Guo, Huiyuan Yang, Akane Sano
Empirical Study of Mix-based Data Augmentation Methods in Physiological Time Series Data. ICHI (2023)