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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yu-Xiang Wang

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Aug 2026

FedBridge: A Federated Query Engine over Embedding-Heterogeneous Vector Databases

Vector databases have emerged as core infrastructure for managing unstructured data by enabling efficient semantic search over high-dimensional embeddings. While existing systems largely assume a centralized setting, real-world deployments are often federated, with data distributed across autonomous silos. A fundamenta...

Yu-Xiang Wang, Rui-Xi Hu, Zi-Yuan He et al. · 0 citations
Jul 2026

GAS: A Lightweight Framework for Filtered Search over Wide-Table Vectors

Wide-table vectors, where each embedding is linked with numerous structured attributes, are prevalent in applications such as autonomous driving and multimodal data processing for large-model training. Efficiently retrieving semantically similar vectors under attribute filters is crucial for these tasks, a problem addr...

Zi-Yuan He, Yu-Xiang Wang, Yu Sun et al. · 0 citations

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