activity
20202024
most citedGCN-RL Circuit Designer: Transferable Transistor Sizing with Graph Neural Networks and Reinforcement Learning

305 citations · 870 across the 15 of their papers we have counts for

collaborators
Showing 2020Show all

3 papers · 1 filter

cs.CL2020

MicroNet for Efficient Language Modeling

Zhongxia Yan, Hanrui Wang, Demi Guo +1

It is important to design compact language models for efficient deployment. We improve upon recent advances in both the language modeling domain and the model-compression domain to…

eess.SP2020★ 305 cited

GCN-RL Circuit Designer: Transferable Transistor Sizing with Graph Neural Networks and Reinforcement Learning

Hanrui Wang, Kuan Wang, Jiacheng Yang +4

Automatic transistor sizing is a challenging problem in circuit design due to the large design space, complex performance trade-offs, and fast technological advancements. Although…

cs.AR2020★ 275 cited

SpArch: Efficient Architecture for Sparse Matrix Multiplication

Zhekai Zhang, Hanrui Wang, Song Han +1

Generalized Sparse Matrix-Matrix Multiplication (SpGEMM) is a ubiquitous task in various engineering and scientific applications. However, inner product based SpGENN introduces red…