FlowX Towards Explainable Graph Neural Networks via Message Flows

par Gui, Shurui
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2024)

Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping

par Xu, Xinyi
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2023)

Self-Supervised Learning of Graph Neural Networks A Unified Review

par Xie, Yaochen
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2023)

Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings

par Wang, Jie
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2023)

Explainability in Graph Neural Networks A Taxonomic Survey

par Yuan, Hao
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2023)

Second-Order Pooling for Graph Neural Networks

par Wang, Zhengyang
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2023)

Group Contrastive Self-Supervised Learning on Graphs

par Xu, Xinyi
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2023)

Graph U-Nets

par Gao, Hongyang
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2022)

Non-Local Graph Neural Networks

par Liu, Meng
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2022)

Interpreting Image Classifiers by Generating Discrete Masks

par Yuan, Hao
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2022)

Line Graph Neural Networks for Link Prediction

par Cai, Lei
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2022)

Topology-Aware Graph Pooling Networks

par Gao, Hongyang
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2021)

ChannelNets Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions

par Gao, Hongyang
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2021)

Pixel Transposed Convolutional Networks

par Gao, Hongyang
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2020)

3D convolutional neural networks for human action recognition

par Ji, Shuiwang
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2013)

Canonical correlation analysis for multilabel classification a least-squares formulation, extensions, and analysis

par Sun, Liang
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2011)