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Yunjae Lee
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Tensordimm: A practical near-memory processing architecture for embeddings and tensor operations in deep learning
Y Kwon, Y Lee, M Rhu
Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019
1892019
Tensor casting: Co-designing algorithm-architecture for personalized recommendation training
Y Kwon, Y Lee, M Rhu
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
342021
Smartsage: training large-scale graph neural networks using in-storage processing architectures
Y Lee, J Chung, M Rhu
Proceedings of the 49th Annual International Symposium on Computer …, 2022
232022
Understanding the implication of non-volatile memory for large-scale graph neural network training
Y Lee, Y Kwon, M Rhu
IEEE Computer Architecture Letters 20 (2), 118-121, 2021
72021
Neural network acceleration system and operating method thereof
M Rhu, Y Kwon, Y Lee
US Patent App. 16/922,333, 2021
12021
FPGA-Accelerated Data Preprocessing for Personalized Recommendation Systems
H Kim, Y Lee, M Rhu
IEEE Computer Architecture Letters, 2023
2023
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