Concepedia

Author

Guyue Huang

Tsinghua UniversityORCID

Also Known As

Guyue Huang, Huang, Guyue

21

Publications

527

Citations

8

H-Index

26

Concepts

All Affiliations

Tsinghua UniversityChinese University of Hong KongUniversity of California, Santa Barbara
GH

About

Guyue Huang is an author at Tsinghua University specializing in engineering, computer science, and parallel computing.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

5

5

451

2

Computer Science

5

5

451

3

Computer Engineering

4

4

342

4

Data Science

2

2

130

5

Systems Engineering

1

1

275

Guyue Huang

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8

Publications

495

Citations

8

H-Index

YearCitations

Machine Learning for Electronic Design Automation: A Survey

Guyue Huang, Jingbo Hu, Yifan He,

ACM Transactions on Design Automation of Electronic Systems

2021

275

GE-SpMM: General-Purpose Sparse Matrix-Matrix Multiplication on GPUs for Graph Neural Networks

Guyue Huang, Guohao Dai, Yu Wang,

2020

109

Heuristic adaptability to input dynamics for SpMM on GPUs

Guohao Dai, Guyue Huang, Shang Fa Yang,

Proceedings of the 59th ACM/IEEE Design Automation Conference

2022

24

LightSeq2: Accelerated Training for Transformer-Based Models on GPUs

Xiaohui Wang, Wei Yang, Ying Xiong,

2022

22

Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective

Hengrui Zhang, Zhongming Yu, Guohao Dai,

arXiv (Cornell University)

2021

21

Machine Learning for Electronic Design Automation: A Survey

Guyue Huang, Jingbo Hu, Yifan He,

arXiv (Cornell University)

2021

18

Shfl-BW

Guyue Huang, Haoran Li, Minghai Qin,

Proceedings of the 59th ACM/IEEE Design Automation Conference

2022

16

RM-STC: Row-Merge Dataflow Inspired GPU Sparse Tensor Core for Energy-Efficient Sparse Acceleration

Guyue Huang, Z. Y. Wang, Po-An Tsai,

2023

10

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