Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural
Networks

Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks

7 May 2021

Lichao Sun

Philip S. Yu

Papers citing "Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks"

9 / 9 papers shown

Title
Applications of Entropy in Data Analysis and Machine Learning: A Review Salomé A. Sepúveda Fontaine José M. Amigó 45 2 0 04 Mar 2025
Heterogeneous Interaction Modeling With Reduced Accumulated Error for Multi-Agent Trajectory Prediction Siyuan Chen Jiahai Wang 33 10 0 28 Oct 2024
Co-Representation Neural Hypergraph Diffusion for Edge-Dependent Node Classification Yijia Zheng M. Worring DiffM 37 1 0 23 May 2024
GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy Tianhao Peng Wenjun Wu Haitao Yuan Zhifeng Bao Pengrui Zhao Xin Yu Xuetao Lin Yu Liang Yanjun Pu 35 10 0 15 Dec 2023
SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization Dongcheng Zou Hao Peng Xiang Huang Renyu Yang Jianxin Li Jia Wu Chun-Yi Liu Philip S. Yu 12 44 0 17 Mar 2023
Finding Heterophilic Neighbors via Confidence-based Subgraph Matching for Semi-supervised Node Classification Yoonhyuk Choi Jiho Choi Taewook Ko Chong-Kwon Kim 11 8 0 20 Feb 2023
Graph Ordering Attention Networks Michail Chatzianastasis J. Lutzeyer George Dasoulas Michalis Vazirgiannis GNN 17 18 0 11 Apr 2022
On Positional and Structural Node Features for Graph Neural Networks on Non-attributed Graphs Hejie Cui Zijie Lu Pan Li Carl Yang 9 80 0 03 Jul 2021
Subgraph Federated Learning with Missing Neighbor Generation Ke Zhang Carl Yang Xiaoxiao Li Lichao Sun S. Yiu FedML 16 162 0 25 Jun 2021