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12/02/2022
AGO: Boosting Mobile AI Inference Performance by Removing Constraints on Graph Optimization
Traditional deep learning compilers rely on heuristics for subgraph gene...
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10/25/2022
Teal: Learning-Accelerated Optimization of Traffic Engineering
In the last decade, global cloud wide-area networks (WANs) have grown 10...
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10/22/2022
ALT: Boosting Deep Learning Performance by Breaking the Wall between Graph and Operator Level Optimizations
Deep learning models rely on highly optimized tensor libraries for effic...
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03/13/2020
Automating Botnet Detection with Graph Neural Networks
Botnets are now a major source for many network attacks, such as DDoS at...
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12/19/2019
An Adaptive and Fast Convergent Approach to Differentially Private Deep Learning
With the advent of the era of big data, deep learning has become a preva...
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11/06/2019