Ranggi Hwang

According to our database, Ranggi Hwang authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

LazyDP: Co-Designing Algorithm-Software for Scalable Training of Differentially Private Recommendation Models.

Juntaek Lim, Youngeun Kwon, Ranggi Hwang, Kiwan Maeng, G. Edward Suh, Minsoo Rhu

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference.

Ranggi Hwang, Jianyu Wei, Shijie Cao, Changho Hwang, Xiaohu Tang, Ting Cao, Mao Yang, Minsoo Rhu

CoRR, 2023

HAMMER: Hardware-Friendly Approximate Computing for Self-Attention With Mean-Redistribution And Linearization.

Seonho Lee, Ranggi Hwang, Jongse Park, Minsoo Rhu

IEEE Comput. Archit. Lett., 2023

GROW: A Row-Stationary Sparse-Dense GEMM Accelerator for Memory-Efficient Graph Convolutional Neural Networks.

Ranggi Hwang, Minhoo Kang, Jiwon Lee, Dongyun Kam, Youngjoo Lee, Minsoo Rhu

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

2022

DiVa: An Accelerator for Differentially Private Machine Learning.

Beomsik Park, Ranggi Hwang, Dongho Yoon, Yoonhyuk Choi, Minsoo Rhu

Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

2020

Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations.

Ranggi Hwang, Taehun Kim, Youngeun Kwon, Minsoo Rhu

Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020