On Node Features for Graph Neural Networks

On Node Features for Graph Neural Networks

20 November 2019

Chi Thang Duong

Thanh Dat Hoang

Quoc Viet Hung Nguyen

Papers citing "On Node Features for Graph Neural Networks"

10 / 10 papers shown

Title
Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features Gilchan Park Paul Baity Byung-Jun Yoon Adolfy Hoisie 28 0 0 05 Oct 2024
A Property Encoder for Graph Neural Networks Anwar Said W. Abbas X. Koutsoukos 37 0 0 17 Sep 2024
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks Gokul S Krishnan Sarala Padi Craig S. Greenberg Balaraman Ravindran Dinesh Manoch Ram D.Sriram 46 2 0 04 Dec 2023
Accurate Node Feature Estimation with Structured Variational Graph Autoencoder Jaemin Yoo Hyunsik Jeon Jinhong Jung U. Kang BDL 16 17 0 09 Jun 2022
Not too little, not too much: a theoretical analysis of graph (over)smoothing Nicolas Keriven 47 89 0 24 May 2022
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks Hejie Cui Wei Dai Yanqiao Zhu Xuan Kan Antonio Aodong Chen Gu Joshua Lukemire Liang Zhan Lifang He Ying Guo Carl Yang 19 113 0 17 Mar 2022
Node-wise Hardware Trojan Detection Based on Graph Learning Kento Hasegawa Kazuki Yamashita Seira Hidano Kazuhide Fukushima Kazuo Hashimoto N. Togawa 25 24 0 04 Dec 2021
Deep Fraud Detection on Non-attributed Graph Chen Wang Yingtong Dou Min Chen Jia Chen Zhiwei Liu Philip S. Yu GNN 30 19 0 04 Oct 2021
On Positional and Structural Node Features for Graph Neural Networks on Non-attributed Graphs Hejie Cui Zijie Lu Pan Li Carl Yang 15 80 0 03 Jul 2021
InstantEmbedding: Efficient Local Node Representations Stefan Postavaru Anton Tsitsulin Filipe Almeida Yingtao Tian Silvio Lattanzi Bryan Perozzi 17 20 0 14 Oct 2020