Spatio-Temporal Meta-Graph Learning for Recommendation on Heterogeneous Graphs by Xiaofei Yang, Wenjing Yang, Xiaoshuang Wang, Mei Gao, Lu Zhang

Subjects: “…Meta-graph learning…”
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DSGRec: dual-path selection graph for multimodal recommendation by Zihao Liu, Wen Qu

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TEA-GCN: Transformer-Enhanced Adaptive Graph Convolutional Network for Traffic Flow Forecasting by Xiaxia He, Wenhui Zhang, Xiaoyu Li, Xiaodan Zhang

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HLN-DDI: hierarchical molecular representation learning with co-attention mechanism for drug-drug interaction prediction by Yue Luo, Lei Deng, Zhijian Huang

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Dual-channel attribute graph clustering beyond the homogeneity assumption by AN Junxiu, LIU Yuan, YANG Linwang

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Federated Subgraph Learning via Global-Knowledge-Guided Node Generation by Yuxuan Liu, Zhiming He, Shuang Wang, Yangyang Wang, Peichao Wang, Zhangshen Huang, Qi Sun

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GTAT: empowering graph neural networks with cross attention by Jiahao Shen, Qura Tul Ain, Yaohua Liu, Banqing Liang, Xiaoli Qiang, Zheng Kou

Subjects: “…Graph learning…”
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Large-Scale Hyperspectral Image-Projected Clustering via Doubly Stochastic Graph Learning by Nian Wang, Zhigao Cui, Yunwei Lan, Cong Zhang, Yuanliang Xue, Yanzhao Su, Aihua Li

Subjects: “…doubly stochastic graph learning…”
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KEXNet: A Knowledge-Enhanced Model for Improved Chest X-Ray Lesion Detection by Quan Yan, Junwen Duan, Jianxin Wang

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Anomaly Detection and Localization via Graph Learning by Olabode Amusan, Di Wu

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A Unified Graph Theory Approach: Clustering and Learning in Criminal Data by Haifa Al-Ibrahim, Heba Kurdi

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Integrating Graph Neural Networks and Large Language Models for Stance Detection via Heterogeneous Stance Networks by Xinyi Chen, Bo Liu, Huaping Hu, Yiqing Cai, Mengmeng Guo, Xingkong Ma

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Learning Multi-Attribute Differential Graphs With Non-Convex Penalties by Jitendra K. Tugnait

Subjects: “…Differential graph learning…”
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stGuide advances label transfer in spatial transcriptomics through attention-based supervised graph representation learning by Yupeng Xu, Hao Dai, Jinwang Feng, Keren Xu, Qiu Wang, Pingting Gao, Chunman Zuo, Chunman Zuo

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Adapter With Textual Knowledge Graph for Zero-Shot Sketch-Based Image Retrieval by Jie Zhang, Jiali Tang

Subjects: “…Graph learning…”
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STGLR: A Spacecraft Anomaly Detection Method Based on Spatio-Temporal Graph Learning by Yi Lai, Ye Zhu, Li Li, Qing Lan, Yizheng Zuo

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Graph learning-based spatial-temporal graph convolutional neural networks for traffic forecasting by Na Hu, Dafang Zhang, Kun Xie, Wei Liang, Meng-Yen Hsieh

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Dual-Gated Graph Convolutional Recurrent Unit with Integrated Graph Learning (DG3L): A Novel Recurrent Network Architecture with Dynamic Graph Learning for Spatio-Temporal Predicti... by Yuxuan Wang, Zhouyuan Zhang, Shu Pi, Haishan Zhang, Jiatian Pi

Subjects: “…graph learning…”
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Graph learning based suicidal ideation detection via tree-drawing test by Ye Liu, Jiashuo Zheng, Yang Zeng, Fang Luo, Xuetao Tian, Xuetao Tian

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Learning Graph Structures With Autoregressive Graph Signal Models by Kyle Donoghue, Ashkan Ashrafi

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