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05/16/2023
Growing and Serving Large Open-domain Knowledge Graphs
Applications of large open-domain knowledge graphs (KGs) to real-world p...
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04/04/2023
High-Throughput Vector Similarity Search in Knowledge Graphs
There is an increasing adoption of machine learning for encoding data in...
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11/29/2021
Bounding the Last Mile: Efficient Learned String Indexing
We introduce the RadixStringSpline (RSS) learned index structure for eff...
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05/03/2021
APEX: A High-Performance Learned Index on Persistent Memory
The recently released persistent memory (PM) has been gaining popularity...
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04/22/2020
Qd-tree: Learning Data Layouts for Big Data Analytics
Corporations today collect data at an unprecedented and accelerating sca...
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05/21/2019