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MS @ RUC -> PhD @ Umich

I am was a master’s student in computer science at Renmin University of China (RUC) under the supervision of Prof. Feng Zhang. My current research interests lie in machine learning systems and compilers. I will be pursuing a Ph.D. at the University of Michigan, and my advisor is Prof. Mosharaf Chowdhury.

Email: ruofanwu@ruc.edu.cn

Education

Experience

Selected Publications

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RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns
In ASPLOS, 2024.
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ROLLER: Fast and Efficient Tensor Compilation for Deep Learning
In OSDI, 2022.
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TREC: Transient Redundancy Elimination-based Convolution
In NeurIPS, 2022.
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DREW: Efficient Winograd CNN Inference with Deep Reuse
In WWW/TheWebConf, 2022.