Leping Yu

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Active since

2023

Affiliations

The University of Sydney(Current)

Royal Prince Alfred Hospital

Leping Yu is an author at The University of Sydney specializing in epileptic seizure detection, electroencephalographic monitoring, and electroencephalography in epilepsy.

ORCID

Publications per year

2023–2025

Publications

KAN–EEG: towards replacing backbone–MLP for an effective seizure detection system

Luis Fernando Herbozo Contreras, Jiashuo Cui, Leping Yu et al. · Royal Society Open Science · 2025 · 17 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Generalization Challenges in ECG Deep Learning: Insights from Dataset Characteristics and Attention Mechanism

Zhaojing Huang, Sarisha MacLachlan, Leping Yu et al. · medRxiv · 2023 · 15 citations · Full text

Computing, Biomedical Engineering, Data Science +14

Biological plausible algorithm for seizure detection: Toward AI-enabled electroceuticals at the edge

Luis Fernando Herbozo Contreras, Zhaojing Huang, Leping Yu et al. · APL Machine Learning · 2024 · 14 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +17

KAN-EEG: Towards Replacing Backbone-MLP for an Effective Seizure Detection System

Luis Fernando Herbozo Contreras, Jiashuo Cui, Leping Yu et al. · medRxiv · 2024 · 11 citations

Computing, Computer Science, Artificial Intelligence +16

Abnormality Detection in Time-Series Bio-Signals using Kolmogorov-Arnold Networks (KANs) Based Models for Resource-Constrained Devices

Zhaojing Huang, Jiashuo Cui, Leping Yu et al. · medRxiv · 2024 · 10 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +17

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