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03/06/2023
Angel-PTM: A Scalable and Economical Large-scale Pre-training System in Tencent
Recent years have witnessed the unprecedented achievements of large-scal...
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06/16/2022
BlindFL: Vertical Federated Machine Learning without Peeking into Your Data
Due to the rising concerns on privacy protection, how to build machine l...
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12/26/2021
K-Core Decomposition on Super Large Graphs with Limited Resources
K-core decomposition is a commonly used metric to analyze graph structur...
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12/14/2021
HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework
Embedding models have been an effective learning paradigm for high-dimen...
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08/23/2021