Sining Jiang — accepted AI-conference papers

2024

Joint-Semantics Multi-Similarity Hashing for Cross-Modal Retrieval

Weigang Wang, Zhongwen Guo, Chao Yang, Jinxin Wang, Sining Jiang, Tianao Zhang

ICASSP 2024accepted

Recently, cross-modal hashing has attracted much attention in large-scale image retrieval scenarios. However, most existing methods ignore the potential higher-order relationships and label semantic information between heterogeneous modality data. Besides, the imbalanced training samples could bias…

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2024

Pyramid: A Heterogeneous Data Integration Algorithm Based on Hierarchical Graph

Sining Jiang, Yujun Lan, Weigang Wang, Zhongwen Guo

ICASSP 2024accepted

The surging volume of big data underscores the imperative of integrating heterogeneous datasets into a unified, semantically consistent format. We introduce Pyramid, a comprehensive framework for heterogeneous data integration, addressing schema transformation, feature encoding, entity matching, ded…

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