GROW: A Row-Stationary Sparse-Dense GEMM Accelerator for Memory-Efficient Graph Convolutional Neural Networks
Hwang, Ranggi, Kang, Minhoo, Lee, Jiwon, Kam, Dongyun, Lee, Youngjoo, Rhu, Minsoo
Published in 2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.02.2023)
Published in 2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.02.2023)
Get full text
Conference Proceeding
DiVa: An Accelerator for Differentially Private Machine Learning
Park, Beomsik, Hwang, Ranggi, Yoon, Dongho, Choi, Yoonhyuk, Rhu, Minsoo
Published in 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2022)
Published in 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2022)
Get full text
Conference Proceeding
Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference
Hwang, Ranggi, Wei, Jianyu, Cao, Shijie, Hwang, Changho, Tang, Xiaohu, Cao, Ting, Yang, Mao
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
Get full text
Conference Proceeding
DiVa: An Accelerator for Differentially Private Machine Learning
Park, Beomsik, Hwang, Ranggi, Yoon, Dongho, Choi, Yoonhyuk, Rhu, Minsoo
Year of Publication 25.08.2022
Year of Publication 25.08.2022
Get full text
Journal Article
Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference
Hwang, Ranggi, Wei, Jianyu, Cao, Shijie, Hwang, Changho, Tang, Xiaohu, Cao, Ting, Yang, Mao
Year of Publication 23.08.2023
Year of Publication 23.08.2023
Get full text
Journal Article
LazyDP: Co-Designing Algorithm-Software for Scalable Training of Differentially Private Recommendation Models
Lim, Juntaek, Kwon, Youngeun, Hwang, Ranggi, Kiwan Maeng, Suh, G Edward, Rhu, Minsoo
Published in arXiv.org (12.04.2024)
Published in arXiv.org (12.04.2024)
Get full text
Paper
Journal Article
GROW: A Row-Stationary Sparse-Dense GEMM Accelerator for Memory-Efficient Graph Convolutional Neural Networks
Hwang, Ranggi, Kang, Minhoo, Lee, Jiwon, Kam, Dongyun, Lee, Youngjoo, Rhu, Minsoo
Year of Publication 28.02.2022
Year of Publication 28.02.2022
Get full text
Journal Article
DiVa: An Accelerator for Differentially Private Machine Learning
Park, Beomsik, Hwang, Ranggi, Yoon, Dongho, Choi, Yoonhyuk, Rhu, Minsoo
Published in arXiv.org (26.08.2022)
Get full text
Published in arXiv.org (26.08.2022)
Paper