AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels
on GPUs

AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs

27 May 2023

Yangjie Zhou

Jingwen Leng

Zihan Liu

Cong Guo

Papers citing "AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs"

4 / 4 papers shown

Title
GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism Sandeep Polisetty Juelin Liu Kobi Falus Yi Ren Fung Seung-Hwan Lim Hui Guan Marco Serafini GNN 21 10 0 24 Mar 2023
Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training Cong Guo Yuxian Qiu Jingwen Leng Chen Zhang Yingdian Cao Quan Zhang Yunxin Liu Fan Yang Minyi Guo AI4CE 52 4 0 22 Sep 2022
SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation Cong Guo Yuxian Qiu Jingwen Leng Xiaotian Gao Chen Zhang Yunxin Liu Fan Yang Yuhao Zhu Minyi Guo MQ 55 67 0 14 Feb 2022
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 181 907 0 02 Mar 2020