Search Results for author: Jitao Lu

Found 3 papers, 1 papers with code

Simple Multigraph Convolution Networks

1 code implementation8 Mar 2024 Danyang Wu, Xinjie Shen, Jitao Lu, Jin Xu, Feiping Nie

Existing multigraph convolution methods either ignore the cross-view interaction among multiple graphs, or induce extremely high computational cost due to standard cross-view polynomial operators.

A Novel Normalized-Cut Solver with Nearest Neighbor Hierarchical Initialization

no code implementations26 Nov 2023 Feiping Nie, Jitao Lu, Danyang Wu, Rong Wang, Xuelong Li

To address the problems, we propose a novel N-Cut solver designed based on the famous coordinate descent method.

Clustering

NP$^2$L: Negative Pseudo Partial Labels Extraction for Graph Neural Networks

no code implementations2 Oct 2023 Xinjie Shen, Danyang Wu, Jitao Lu, Junjie Liang, Jin Xu, Feiping Nie

Moreover, applications of pseudo labels in graph neural networks (GNNs) oversee the difference between graph learning and other machine learning tasks such as message passing mechanism.

Graph Learning Link Prediction +2

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