3 citations · 5 across the 4 of their papers we have counts for
5 papers
More Sensors Only One Field: Rethinking Continual Spatio-Temporal Forecasting
Lewei Xie, Haoyu Zhang, Jiajun Zhou +6
Continual spatio-temporal forecasting supports traffic management and environmental monitoring under evolving dynamics and expanding sensor networks. However, conventional graph-ba…
SMART: Semantic Matching Contrastive Learning for Partially View-Aligned Clustering
Liang Peng, Yixuan Ye, Cheng Liu +5
Multi-view clustering has been empirically shown to improve learning performance by leveraging the inherent complementary information across multiple views of data. However, in rea…
Trustworthy Neighborhoods Mining: Homophily-Aware Neutral Contrastive Learning for Graph Clustering
Liang Peng, Yixuan Ye, Cheng Liu +4
Recently, neighbor-based contrastive learning has been introduced to effectively exploit neighborhood information for clustering. However, these methods rely on the homophily assum…
Refinement Contrastive Learning of Cell-Gene Associations for Unsupervised Cell Type Identification
Liang Peng, Haopeng Liu, Yixuan Ye +4
Unsupervised cell type identification is crucial for uncovering and characterizing heterogeneous populations in single cell omics studies. Although a range of clustering methods ha…
Discrete Prior-based Temporal-coherent Content Prediction for Blind Face Video Restoration
Lianxin Xie, Bingbing Zheng, Wen Xue +5
Blind face video restoration aims to restore high-fidelity details from videos subjected to complex and unknown degradations. This task poses a significant challenge of managing te…