Computation-friendly Graph Neural Network Design by Accumulating
Knowledge on Large Language Models

Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models

13 August 2024

Zhili Wang

Jiachuan Wang

Lei Chen

Papers citing "Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models"

5 / 5 papers shown

Title
LLM Performance Predictors are good initializers for Architecture Search Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan Dujian Ding LRM 43 17 0 25 Oct 2023
Geom-GCN: Geometric Graph Convolutional Networks Hongbin Pei Bingzhen Wei Kevin Chen-Chuan Chang Yu Lei Bo Yang GNN 167 1,058 0 13 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 169 1,877 0 02 Feb 2020
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 226 1,935 0 09 Jun 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,290 0 05 Nov 2016