Leping Yu

University of Sydney

Australia

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Articles (8)

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2024

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2024

Year:

2024

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2024

Collaborators (3)

Antonio Horta Ribeiro

Assistant Professor

Uppsala University

SWEDEN

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Nhan Truong

University of Sydney

AUSTRALIA

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Omid Kavehei

Associate Professor

University of Sydney

AUSTRALIA

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Leping Yu

Research Interests

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Contact this professor

Articles (8)

Efficient and secure µ-Training and µ-Fine-Tuning for edge-based TinyML with future-guided self-distillation

Spiking neural networks with liquid time-constant dynamics and dendritic branches for efficient time-domain edge-based seizure detection

Advancing privacy-aware machine learning on sensitive data via edge-based continual µ-training for personalized large models

Hearables: Bioelectronics technological challenges and opportunities

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

Cardiac abnormality detection with a tiny diagonal state space model based on sequential liquid neural processing unit

On-device edge-learning for cardiac abnormality detection using a bio-inspired and spiking shallow network

Generalization challenges in electrocardiogram deep learning: insights from dataset characteristics and attention mechanism

Collaborators (3)

Antonio Horta Ribeiro

Nhan Truong

Omid Kavehei

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