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职业迁徙
个人简介
I have a mixed research background between systems and AI, and I worked in many areas including deep learning, similarity search, distributed caching systems, networks, and computer architecture. Regardless of the area, the way I do research is always similar: identify inefficiencies by in-depth analysis, and fix it by algorithm and policy designs. Particularly in the deep learning area, in the past few years at DeepSpeed team I worked on improving the communication efficiency via compression, improving computation efficiency via MoE modeling, and improving data efficiency via curriculum learning.
研究兴趣
论文共 30 篇作者统计合作学者相似作者
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AAAI 2024no. 16 (2024): 18490-18498
CoRR (2023)
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Zhewei Yao,Reza Yazdani Aminabadi,Olatunji Ruwase,Samyam Rajbhandari,Xiaoxia Wu,Ammar Ahmad Awan,Jeff Rasley,Minjia Zhang,Conglong Li,Connor Holmes, Zhongzhu Zhou, Michael Wyatt,
CoRR (2023)
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