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个人简介
My research interest is in systems, high-performance computing, and big data analytics. I currently work on deep learning systems, with a focus on compiling and optimizing deep learning models for efficient training and inference. Our mission is to bridge the high-level models from various frameworks and low-level hardware platforms including CPUs, GPUs, and AWS homegrown accelerators, so that different models can execute in high-performance on different devices. My team on one hand delivers solid solutions and systems to serve both external and internal usages, on the other hand explores the cutting-edge techniques to conduct research and publish in top-tier systems conferences.
研究兴趣
论文共 53 篇作者统计合作学者相似作者
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Haozheng Fan,Hao Zhou, Guangtai Huang, Parameswaran Raman,Xinwei Fu,Gaurav Gupta, Dhananjay Ram,Yida Wang,Jun Huan
arxiv(2024)
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Proceedings of the Nineteenth European Conference on Computer Systems (2024)
Lixi Zhou, Qi Lin,Kanchan Chowdhury, Saif Masood, Alexandre E. Eichenberger,Hong Min,Alexander Sim,Jie Wang,Yida Wang, Kesheng Wu,Binhang Yuan,Jia Zou
EDBTpp.717-724, (2024)
ACM Transactions on Architecture and Code Optimizationno. 1 (2024): 1-26
PROCEEDINGS OF THE 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2023pp.5821-5822, (2023)
PROCEEDINGS OF THE TWENTY-NINTH ACM SYMPOSIUM ON OPERATING SYSTEMS PRINCIPLES, SOSP 2023pp.364-381, (2023)
CoRR (2023)
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Cody Hao Yu, Haozheng Fan, Guangtai Huang,Zhen Jia,Yizhi Liu,Jie Wang, Zach Zheng,Yuan Zhou,Haichen Shen,Junru Shao,Mu Li,Yida Wang
arxiv(2023)
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