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Xiaoyun Li

Stochastic Controlled Averaging for Federated Learning with Communication Compression

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Aug 16, 2023
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CSPM: A Contrastive Spatiotemporal Preference Model for CTR Prediction in On-Demand Food Delivery Services

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Aug 10, 2023
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Differentially Private One Permutation Hashing and Bin-wise Consistent Weighted Sampling

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Jun 13, 2023
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Building K-Anonymous User Cohorts with\\ Consecutive Consistent Weighted Sampling (CCWS)

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Apr 26, 2023
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OPORP: One Permutation + One Random Projection

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Feb 07, 2023
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Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression

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Nov 25, 2022
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$k$-Median Clustering via Metric Embedding: Towards Better Initialization with Differential Privacy

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Jun 26, 2022
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On Distributed Adaptive Optimization with Gradient Compression

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May 11, 2022
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Communication-Efficient TeraByte-Scale Model Training Framework for Online Advertising

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Jan 05, 2022
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C-OPH: Improving the Accuracy of One Permutation Hashing with Circulant Permutations

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Nov 18, 2021
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