Curvature Graph Neural Network

Curvature Graph Neural Network

30 June 2021

Papers citing "Curvature Graph Neural Network"

13 / 13 papers shown

Title
Enhancing Graph Representation Learning with Localized Topological Features Zuoyu Yan Qi Zhao Ze Ye Tengfei Ma Liangcai Gao Zhi Tang Yusu Wang Chao Chen 47 0 0 17 Jan 2025
Analyzing Neural Network Robustness Using Graph Curvature Shuhang Tan Jayson Sia Paul Bogdan Radoslav Ivanov 23 0 0 25 Oct 2024
LSTTN: A Long-Short Term Transformer-based Spatio-temporal Neural Network for Traffic Flow Forecasting Qinyao Luo Silu He Xing Han Yuhan Wang Haifeng Li AI4TS 48 45 0 25 Mar 2024
Graph Neural Networks with a Distribution of Parametrized Graphs See Hian Lee Feng Ji Kelin Xia Wee Peng Tay 39 0 0 25 Oct 2023
Curvature-enhanced Graph Convolutional Network for Biomolecular Interaction Prediction Cong Shen Pingjian Ding Junjie Wee Jialin Bi Jiawei Luo Kelin Xia GNN 6 6 0 23 Jun 2023
Dynamic Graph Representation Learning with Neural Networks: A Survey Leshanshui Yang Sébastien Adam Clément Chatelain AI4TS AI4CE 39 14 0 12 Apr 2023
Node-Specific Space Selection via Localized Geometric Hyperbolicity in Graph Neural Networks See Hian Lee Feng Ji Wee Peng Tay 19 1 0 03 Mar 2023
STGC-GNNs: A GNN-based traffic prediction framework with a spatial-temporal Granger causality graph Silu He Qinyao Luo Ronghua Du Ling Zhao Haifeng Li 33 36 0 30 Oct 2022
Locally temporal-spatial pattern learning with graph attention mechanism for EEG-based emotion recognition Yiwen Zhu Kaiyu Gan Zhong Yin 18 1 0 19 Aug 2022
Rewiring Networks for Graph Neural Network Training Using Discrete Geometry Jakub Bober Anthea Monod Emil Saucan K. Webster 28 16 0 16 Jul 2022
Customizing Graph Neural Networks using Path Reweighting Jianpeng Chen Yujing Wang Ming Zeng Zongyi Xiang Bitan Hou Yu Tong Ole J. Mengshoel Yazhou Ren 21 2 0 21 Jun 2021
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 251 1,811 0 25 Nov 2016
Communities in Networks M. A. Porter J. Onnela P. Mucha GNN 88 1,071 0 22 Feb 2009