Suyang Zhu — accepted AI-conference papers

2025

Pathological Section Staining Transferring with Tailored Metric-based Model Selection

Yiming Ji, Suyang Zhu, Dong Zhang, Shoushan Li

ICASSP 2025accepted

As the important pathological section staining, Immunohistochemistry (IHC) staining uses labeled antibodies to highlight specific antigens, providing clearer results for malignancy identification compared with Hematoxylin and Eosin (H&E) staining. However, obtaining IHC manually is labor-intensive a…

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2022

One-Teacher and Multiple-Student Knowledge Distillation on Sentiment Classification

Xiaoqin Chang, Sophia Yat Mei Lee, Suyang Zhu, Shoushan Li, Guodong Zhou

COLING 2022main

Knowledge distillation is an effective method to transfer knowledge from a large pre-trained teacher model to a compacted student model. However, in previous studies, the distilled student models are still large and remain impractical in highly speed-sensitive systems (e.g., an IR system). In this s…

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