Limits of Depth: Over-Smoothing and Over-Squashing in GNNs by Aafaq Mohi ud din, Shaima Qureshi

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Information-Enhanced Graph Neural Network for Transcending Homophily Barriers by Xiao Liu, Lijun Zhang, Hui Guan

Subjects: “…Graph neural networks (GNNs)…”
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PatentGrapher: A PLM-GNNs Hybrid Model for Comprehensive Patent Plagiarism Detection Across Full Claim Texts by Yongluo Shen, Zexi Lin

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Node-Centric Pruning: A Novel Graph Reduction Approach by Hossein Shokouhinejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani

Subjects: “…graphneural networks (GNNs)…”
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Graph Neural Networks in Brain Connectivity Studies: Methods, Challenges, and Future Directions by Hamed Mohammadi, Waldemar Karwowski

Subjects: “…graph neural networks (GNNs)…”
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Graph Neural Networks for Analyzing Trauma-Related Brain Structure in Children and Adolescents: A Pilot Study by Harim Jeong, Minjoo Kang, Shanon McLeay, R. J. R. Blair, Unsun Chung, Soonjo Hwang

Subjects: “…graph neural networks (GNNs)…”
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A Robust Multi-Modal Deep Learning-Based Fault Diagnosis Method for PV Systems by Shahabodin Afrasiabi, Sarah Allahmoradi, Mousa Afrasiabi, Xiaodong Liang, C. Y. Chung, Jamshid Aghaei

Subjects: “…gated neural networks (GNNs)…”
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Diagnosis of Autism Spectrum Disorder (ASD) by Dynamic Functional Connectivity Using GNN-LSTM by Jun Tang, Jie Chen, Miaojun Hu, Yao Hu, Zixi Zhang, Liuming Xiao

Subjects: “…graph neural networks (GNNs)…”
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Ensemble graph neural networks for fake news detection using user engagement and text features by Aman Malik, Dayal Kumar Behera, Jhalak Hota, Amulya Ratna Swain

Subjects: “…Graph neural networks (GNNs)…”
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