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Ranggi Hwang
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 11
Top Topics
Quasi Cliques
Machine Learning
Convolutional Neural Networks
Motion Field Estimation
Top Venues
CoRR
ISCA
MICRO
ASPLOS (2)
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Publications
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Juntaek Lim
,
Youngeun Kwon
,
Ranggi Hwang
,
Kiwan Maeng
,
G. Edward Suh
,
Minsoo Rhu
LazyDP: Co-Designing Algorithm-Software for Scalable Training of Differentially Private Recommendation Models.
ASPLOS (2)
(2024)
Ranggi Hwang
,
Jianyu Wei
,
Shijie Cao
,
Changho Hwang
,
Xiaohu Tang
,
Ting Cao
,
Mao Yang
Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference.
ISCA
(2024)
Juntaek Lim
,
Youngeun Kwon
,
Ranggi Hwang
,
Kiwan Maeng
,
G. Edward Suh
,
Minsoo Rhu
LazyDP: Co-Designing Algorithm-Software for Scalable Training of Differentially Private Recommendation Models.
CoRR
(2024)
Seonho Lee
,
Ranggi Hwang
,
Jongse Park
,
Minsoo Rhu
HAMMER: Hardware-Friendly Approximate Computing for Self-Attention With Mean-Redistribution And Linearization.
IEEE Comput. Archit. Lett.
22 (1) (2023)
Ranggi Hwang
,
Minhoo Kang
,
Jiwon Lee
,
Dongyun Kam
,
Youngjoo Lee
,
Minsoo Rhu
GROW: A Row-Stationary Sparse-Dense GEMM Accelerator for Memory-Efficient Graph Convolutional Neural Networks.
HPCA
(2023)
Ranggi Hwang
,
Jianyu Wei
,
Shijie Cao
,
Changho Hwang
,
Xiaohu Tang
,
Ting Cao
,
Mao Yang
,
Minsoo Rhu
Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference.
CoRR
(2023)
Beomsik Park
,
Ranggi Hwang
,
Dongho Yoon
,
Yoonhyuk Choi
,
Minsoo Rhu
DiVa: An Accelerator for Differentially Private Machine Learning.
MICRO
(2022)
Minhoo Kang
,
Ranggi Hwang
,
Jiwon Lee
,
Dongyun Kam
,
Youngjoo Lee
,
Minsoo Rhu
GROW: A Row-Stationary Sparse-Dense GEMM Accelerator for Memory-Efficient Graph Convolutional Neural Networks.
CoRR
(2022)
Beomsik Park
,
Ranggi Hwang
,
Dongho Yoon
,
Yoonhyuk Choi
,
Minsoo Rhu
DiVa: An Accelerator for Differentially Private Machine Learning.
CoRR
(2022)
Ranggi Hwang
,
Taehun Kim
,
Youngeun Kwon
,
Minsoo Rhu
Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations.
ISCA
(2020)
Ranggi Hwang
,
Taehun Kim
,
Youngeun Kwon
,
Minsoo Rhu
Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations.
CoRR
(2020)