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Biography
Yuxiong He is a research manager at Microsoft. She works on performance optimization of parallel and distributed systems such as machine learning systems, information retrieval systems, data management systems, and large-scale cloud infrastructure. Her work was selected among the best papers for SIGIR, ICDE, WSDM and Middleware. Her research results have been utilized by various Microsoft systems and products, such as Bing, Ads, AzureML and AzureSQL, boosting system performance and capacity. Her recent work focuses on optimizing deep learning systems. She leads DeepCPU and DeepSpeed projects, which strive for order(s)-of-magnitude improvement on speed and scale for DL inference and training. Yuxiong received her PhD in Computer Science from Singapore-MIT Alliance.
Presentations
Paper
Machine Learning, Deep Learning and Artificial Intelligence
Memory Optimization
Scalable Computing
TP
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