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Zhenjiao Liu

2 accepted papers

2026

Sample Weighted Incomplete Multimodal Clustering Based on Graph Coarsening Label Extraction

AAAI 2026technical

Multimodal data is typically collected through heterogeneous sensors and processing pipelines. However, due to variations in acquisition environments, device capabilities, and feature extraction methods, such data often suffers from incompleteness and inconsistent quality across modalities. To addre

Cited by 0SourcePDFScholar
2024

Incomplete Multi-View Representation Learning Through Anchor Graph-Based GCN and Information Bottleneck

ICASSP 2024accepted

Real-world data often contain incomplete views with varying degrees of missing information. While there are existing methods for learning representations from such data, effectively utilizing all incomplete view data and ensuring robustness to different levels of completeness remains a challenging t…

Cited by 0SourceScholar