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05/10/2022
Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures
With the advent of ubiquitous deployment of smart devices and the Intern...
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11/22/2021
Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data
Local Differential Privacy (LDP) protocols enable an untrusted server to...
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08/17/2021
How Powerful is Graph Convolution for Recommendation?
Graph convolutional networks (GCNs) have recently enabled a popular clas...
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05/28/2021
Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation
Self-attention has become increasingly popular in a variety of sequence ...
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05/28/2021
