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Yangyang Shen

2 accepted papers

2025

Bi-perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security

ICML 2025poster

Backdoor attacks have seriously threatened deep neural networks (DNNs) by embedding concealed vulnerabilities through data poisoning. To counteract these attacks, training benign models from poisoned data garnered considerable interest from researchers. High-performing defenses often rely on additio…

Cited by 0SourcePDFScholar
2024

FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings

NeurIPS 2024poster

Precision matrix estimation is a ubiquitous task featuring numerous applications such as rare disease diagnosis and neural connectivity exploration. However, this task becomes challenging in small sample settings, where the number of samples is significantly less than the number of dimensions, leadi…

Cited by 0SourcePDFScholar