Interpretable and Efficient Heterogeneous Graph Convolutional Network

27 May 2020

Papers citing "Interpretable and Efficient Heterogeneous Graph Convolutional Network"

37 / 37 papers shown

Title
Incorporating Attributes and Multi-Scale Structures for Heterogeneous Graph Contrastive Learning Ruobing Jiang Yacong Li Haobing Liu Yanwei Yu 54 0 0 18 Mar 2025
HierPromptLM: A Pure PLM-based Framework for Representation Learning on Heterogeneous Text-rich Networks Q. Zhu Liang Zhang Qianxiong Xu Cheng Long 148 1 0 22 Jan 2025
Teaching MLPs to Master Heterogeneous Graph-Structured Knowledge for Efficient and Accurate Inference Yunhui Liu Xinyi Gao Tieke He Jianhua Zhao Hongzhi Yin 71 1 0 21 Nov 2024
Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data Óscar Escudero-Arnanz C. Soguero-Ruíz Antonio G. Marques AI4TS 29 0 0 01 Nov 2024
Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-supervision Chenxiang Jin Jiajun Zhou Chenxuan Xie Shanqing Yu Qi Xuan Xiaoniu Yang 36 0 0 01 Aug 2024
Aligning Multiple Knowledge Graphs in a Single Pass Yaming Yang Zhe Wang Ziyu Guan Wei Zhao Christian Rupprecht Xinyan Huang Jiangtao Cui Xiaofei He 45 1 0 01 Aug 2024
HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning Qiuyu Zhu Liang Zhang Qianxiong Xu Kaijun Liu Cheng Long Xiaoyang Wang 35 0 0 18 Jul 2024
LSPI: Heterogeneous Graph Neural Network Classification Aggregation Algorithm Based on Size Neighbor Path Identification Yufei Zhao Shiduo Wang Hua Duan 33 18 0 29 May 2024
HeteroMILE: a Multi-Level Graph Representation Learning Framework for Heterogeneous Graphs Yue Zhang Yuntian He Saket Gurukar Srinivasan Parthasarathy 30 0 0 31 Mar 2024
Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphs Pengfei Ding Yan Wang Guanfeng Liu Nan Wang Xiaofang Zhou OODD OOD 28 2 0 07 Jan 2024
Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network Tong Li Jiale Deng Yanyan Shen Luyu Qiu Hu Yongxiang Caleb Chen Cao 23 5 0 23 Dec 2023
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 37 10 0 15 Dec 2023
Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph Chenguang Du Kaichun Yao Hengshu Zhu Deqing Wang Fuzhen Zhuang Hui Xiong 26 6 0 18 May 2023
PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning E. Lee Joyce C. Ho 19 2 0 04 May 2023
Semantic-aware Node Synthesis for Imbalanced Heterogeneous Information Networks Xin Gao Wentao Zhang Tong Chen Junliang Yu Hung Quoc Viet Nguyen Hongzhi Yin 30 10 0 27 Feb 2023
Pseudo Contrastive Learning for Graph-based Semi-supervised Learning Weigang Lu Ziyu Guan Wei Zhao Yaming Yang Yuanhai Lv Lining Xing Baosheng Yu Dacheng Tao 48 4 0 19 Feb 2023
State of the Art and Potentialities of Graph-level Learning Zhenyu Yang Ge Zhang Jia Wu Jian Yang Quan.Z Sheng ... Charu C. Aggarwal Hao Peng Wenbin Hu Edwin R. Hancock Pietro Lio' GNN AI4CE 35 10 0 14 Jan 2023
Towards Explainable Motion Prediction using Heterogeneous Graph Representations Sandra Carrasco Limeros Sylwia Majchrowska Joakim Johnander Christoffer Petersson David Fernández Llorca 29 15 0 07 Dec 2022
Graph Convolutional Neural Networks with Diverse Negative Samples via Decomposed Determinant Point Processes Wei Duan Junyu Xuan Maoying Qiao Jie Lu 17 8 0 05 Dec 2022
MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks Xinyu Fu Irwin King 27 15 0 23 Nov 2022
Self-supervised Heterogeneous Graph Pre-training Based on Structural Clustering Yaming Yang Ziyu Guan Zhe Wang Wei Zhao Cai Xu Weigang Lu Jianbin Huang SSL 18 39 0 19 Oct 2022
GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs Linhao Luo Yixiang Fang Moli Lu Xin Cao Xiaofeng Zhang Wenjie Zhang 33 7 0 12 Aug 2022
GCN-WP -- Semi-Supervised Graph Convolutional Networks for Win Prediction in Esports Alex Bisberg Emilio Ferrara GNN 12 3 0 26 Jul 2022
Anomal-E: A Self-Supervised Network Intrusion Detection System based on Graph Neural Networks Evan Caville Wai Weng Lo S. Layeghy Marius Portmann 12 88 0 14 Jul 2022
Few-Shot Semantic Relation Prediction across Heterogeneous Graphs Pengfei Ding Yan Wang Guanfeng Liu Xiaofang Zhou 19 5 0 11 Jul 2022
G $^3$ SR: Global Graph Guided Session-based Recommendation Zhiwei Deng Changdong Wang Ling Huang Jianhuang Lai Philip S. Yu 13 13 0 12 Mar 2022
Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks Minji Yoon John Palowitch Dustin Zelle Ziniu Hu Ruslan Salakhutdinov Bryan Perozzi 28 13 0 03 Mar 2022
Combining Intra-Risk and Contagion Risk for Enterprise Bankruptcy Prediction Using Graph Neural Networks Yu Zhao Shaopeng Wei Yu-Meng Guo Qing Yang Xingyan Chen Qing Li Fuzhen Zhuang Ji Liu Gang Kou 19 21 0 01 Feb 2022
Learning Bi-typed Multi-relational Heterogeneous Graph via Dual Hierarchical Attention Networks Yu Zhao Shaopeng Wei Huaming Du Xingyan Chen Qing Li Fuzhen Zhuang J. Liu Gang Kou 28 10 0 24 Dec 2021
SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks Weigang Lu Yibing Zhan Binbin Lin Ziyu Guan Liu Liu Baosheng Yu Wei Zhao Yaming Yang Dacheng Tao GNN 13 13 0 22 Dec 2021
A Meta-Learning Approach for Training Explainable Graph Neural Networks Indro Spinelli Simone Scardapane A. Uncini 32 19 0 20 Sep 2021
Heterogeneous Graph Neural Network with Multi-view Representation Learning Zezhi Shao Yongjun Xu Wei Wei Fei Wang Zhao Zhang Feida Zhu 17 20 0 31 Aug 2021
A Unified Framework for Cross-Domain and Cross-System Recommendations Feng Zhu Yan Wang Jun Zhou Chaochao Chen Longfei Li Guanfeng Liu 23 65 0 18 Aug 2021
SR-HetGNN:Session-based Recommendation with Heterogeneous Graph Neural Network Jinpeng Chen Haiyang Li Xudong Zhang Fan Zhang Senzhang Wang Kaimin Wei Jiaqi Ji 15 6 0 12 Aug 2021
FedProto: Federated Prototype Learning across Heterogeneous Clients Yue Tan Guodong Long Lu Liu Tianyi Zhou Qinghua Lu Jing Jiang Chengqi Zhang FedML 153 459 0 01 May 2021
NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification Rui Yang Wenrui Dai Chenglin Li Junni Zou H. Xiong 22 20 0 07 Dec 2020
Heterogeneous Graph Transformer Ziniu Hu Yuxiao Dong Kuansan Wang Yizhou Sun 185 1,169 0 03 Mar 2020