Guyue Huang

Machine Learning for Electronic Design Automation: A Survey

Guyue Huang, Jingbo Hu, Yifan He et al. · ACM Transactions on Design Automation of Electronic Systems · 2021 · 275 citations

Artificial Intelligence, Design Complexity, Design Space Exploration +14

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

Guyue Huang, Guohao Dai, Yu Wang et al. · 2020 · 109 citations

Graph Sparsity, Engineering, Machine Learning +16

Heuristic adaptability to input dynamics for SpMM on GPUs

Guohao Dai, Guyue Huang, Shang Fa Yang et al. · Proceedings of the 59th ACM/IEEE Design Automation Conference · 2022 · 24 citations · Full text

Massively-parallel Computing, Computational Science, Gpu Architecture +15

LightSeq2: Accelerated Training for Transformer-Based Models on GPUs

Xiaohui Wang, Wei Yang, Ying Xiong et al. · 2022 · 22 citations

Llm Fine-tuning, Engineering, Machine Learning +18

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

Hengrui Zhang, Zhongming Yu, Guohao Dai et al. · arXiv (Cornell University) · 2021 · 21 citations · Full text

Engineering, Machine Learning, Memory Perspective +23