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Shen-Huan Lyu

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Open access Sep 2026

Confidence-Aware Relation Contrastive Learning for Partial Multi-Label Learning

This paper formulate PML pretraining as a relation disambiguation problem and proposes a confidence-aware relation contrastive learning framework, which improves subset accuracy and F1-oriented measures under moderate and severe partial-label noise.

Shen-Huan Lyu, Ning Chen, Can Jiao et al. · 0 citations
#edge computing Oct 2026

Feature Map Compression for Split Learning in Mobile Wireless Environment: Theory and Practice

Split Learning (SL) enables collaborative model training by distributing computation between resource-constrained mobile edge devices and a central server. In this distributed framework, mobile edge devices compute the early layers of the model and transmit feature maps to the server. However, due to practical mobile w...

Wen-Xuan Zhou, Zhi-Hao Qu, Baoliu Ye et al. · 0 citations

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