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Yue Kou

2 accepted papers

2026

CL-DMDF: Dynamic Multimodal Data Fusion Model Based on Contrastive Learning

AAAI 2026technical

Multimodal data fusion involves integrating and analyzing information from multiple modalities to uncover latent correlations and complementary patterns, thereby enhancing data processing and decision-making. While existing methods for structured multimodal inputs are typically designed around speci

Cited by 0SourcePDFScholar
2023

Soft Target-Enhanced Matching Framework for Deep Entity Matching

AAAI 2023technical

Deep Entity Matching (EM) is one of the core research topics in data integration. Typical existing works construct EM models by training deep neural networks (DNNs) based on the training samples with onehot labels. However, these sharp supervision signals of onehot labels harm the generalization of…

Cited by 7SourcePDFScholar