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cs.LG2026
Toward Robust Semi-supervised Regression via Dual-stream Knowledge Distillation
Ye Su, Hezhe Qiao, Wei Huang +1
Semi-supervised regression (SSR), which aims to predict continuous scores for samples while reducing the reliance on large-scale labeled data, has recently attracted considerable a…
cs.LG2025
Semantic-guided Representation Learning for Multi-Label Recognition
Ruhui Zhang, Hezhe Qiao, Pengcheng Xu +2
Multi-label Recognition (MLR) involves assigning multiple labels to each data instance in an image, offering advantages over single-label classification in complex scenarios. Howev…
cs.LG2025
Temporal Gaussian Copula For Clinical Multivariate Time Series Data Imputation
Ye Su, Hezhe Qiao, Di Wu +2
The imputation of the Multivariate time series (MTS) is particularly challenging since the MTS typically contains irregular patterns of missing values due to various factors such a…