170 citations
- Ohio University ZanesvilleUS6 papers
- Nanyang Technological UniversitySG5 papers
- Xiamen UniversityCN5 papers
- Ohio UniversityUS4 papers
- Ningde Normal UniversityCN3 papers
- Auckland University of TechnologyNZ2 papers
- Fuzhou UniversityCN2 papers
- Hebei Normal UniversityCN2 papers
- Jiangxi University of Science and TechnologyCN2 papers
- Nanchang UniversityCN2 papers
- Nankai UniversityCN2 papers
- Shantou UniversityCN2 papers
64 papers
Odin: Oriented Dual-module Integration for Text-rich Network Representation Learning
Kaifeng Hong, Yinglong Zhang, Xiaoying Hong +2
Text-attributed graphs require models to effectively combine strong textual understanding with structurally informed reasoning. Existing approaches either rely on GNNs--limited by…
Nice vertices in cubic graphs
Wuxian Chen, Fuliang Lu, Heping Zhang
A subgraph of a graph is nice if has a perfect matching. Nice subgraphs play a vital role in the theory of ear decomposition and matching minors of matching cove…
Parameter-Free Structural-Diversity Message Passing for Graph Neural Networks
Mingyue Kong, Yinglong Zhang, Chengda Xu +2
Graph Neural Networks (GNNs) have shown remarkable performance in structured data modeling tasks such as node classification. However, mainstream approaches generally rely on a lar…
Less is More: Simple yet Effective Heuristic Community Detection with Graph Convolution Network
Hong Wang, Yinglong Zhang, Zhangqi Zhao +3
Community detection is crucial in data mining. Traditional methods primarily focus on graph structure, often neglecting the significance of attribute features. In contrast, deep le…
Citation Structural Diversity: A Novel and Concise Metric Combining Structure and Semantics for Literature Evaluation
Mingyue Kong, Yinglong Zhang, Likun Sheng +1
As academic research becomes increasingly diverse, traditional literature evaluation methods face significant limitations,particularly in capturing the complexity of academic disse…
On the convergence of two-step modified Newton method for nonsymmetric algebraic Riccati equations from transport theory
Juan Liang, Yonghui Ling
This paper is concerned with the convergence of a two-step modified Newton method for solving the nonlinear system arising from the minimal nonnegative solution of nonsymmetric alg…