Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

Papers citing "Semi-Supervised Classification with Graph Convolutional Networks"

50 / 7,884 papers shown

Title
DA-MoE: Addressing Depth-Sensitivity in Graph-Level Analysis through Mixture of Experts Zelin Yao Chuang Liu Xianke Meng Yibing Zhan Hongzhi Zhang Shirui Pan Wenbin Hu 51 2 0 05 Nov 2024
DM4Steal: Diffusion Model For Link Stealing Attack On Graph Neural Networks Jinyin Chen Haonan Ma Haibin Zheng DiffM AAML 37 0 0 05 Nov 2024
Query-Efficient Adversarial Attack Against Vertical Federated Graph Learning Jinyin Chen Wenbo Mu Luxin Zhang Guohan Huang Haibin Zheng Yao Cheng FedML AAML 51 0 0 05 Nov 2024
Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis Xiwen Chen Sayed Pedram Haeri Boroujeni Xin Shu Huayu Li Abolfazl Razi GNN 45 1 0 04 Nov 2024
Federated GNNs for EEG-Based Stroke Assessment Andrea Protani Lorenzo Giusti Albert Sund Aillet Simona Sacco Paolo Manganotti ... Pierpaolo Brutti Pietro Caliandro Luigi Serio Pietro Caliandro Luigi Serio FedML 37 0 0 04 Nov 2024
Against Multifaceted Graph Heterogeneity via Asymmetric Federated Prompt Learning Zhuoning Guo Ruiqian Han Hao Liu FedML 44 0 0 04 Nov 2024
UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering A. M. Adityaja Saurabh J. Shigwan Nitin Kumar MedIm 53 1 0 04 Nov 2024
HACD: Harnessing Attribute Semantics and Mesoscopic Structure for Community Detection Anran Zhang Xingfen Wang Yuhan Zhao 45 0 0 04 Nov 2024
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval Zijun Min Bingshuai Liu Li Zhang Jia Song Jinsong Su Song He Xiaochen Bo OT 84 1 0 04 Nov 2024
High-Pass Graph Convolutional Network for Enhanced Anomaly Detection: A Novel Approach Shelei Li Yong Chai Tan Tai Vincent 49 0 0 04 Nov 2024
Enhancing the Influence of Labels on Unlabeled Nodes in Graph Convolutional Networks Jincheng Huang Yujie Mo Xiaoshuang Shi Lei Feng Xiaofeng Zhu 44 0 0 04 Nov 2024
GraphXAIN: Narratives to Explain Graph Neural Networks Mateusz Cedro David Martens 73 0 0 04 Nov 2024
Integrating Graph Neural Networks and Many-Body Expansion Theory for Potential Energy Surfaces Siqi Chen Zhiqiang Wang Xianqi Deng Yili Shen C. Ju ... Lin Xiong Guo Ling Dieaa Alhmoud Hui Guan Zhou Lin 48 0 0 03 Nov 2024
PageRank Bandits for Link Prediction Yikun Ban Jiaru Zou Zihao Li Yunzhe Qi Dongqi Fu Jian Kang Hanghang Tong Jingrui He 57 4 0 03 Nov 2024
SPARC: Spectral Architectures Tackling the Cold-Start Problem in Graph Learning Yahel Jacobs Reut Dayan Uri Shaham 57 0 0 03 Nov 2024
Negative-Free Self-Supervised Gaussian Embedding of Graphs Yunhui Liu Tieke He Tao Zheng Jianhua Zhao SSL 61 2 0 02 Nov 2024
BinEnhance: An Enhancement Framework Based on External Environment Semantics for Binary Code Search Yongpan Wang Hong Li Xiaojie Zhu Siyuan Li Chaopeng Dong Shouguo Yang Kangyuan Qin 49 1 0 02 Nov 2024
Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data Óscar Escudero-Arnanz C. Soguero-Ruíz Antonio G. Marques AI4TS 46 0 0 01 Nov 2024
An unified approach to link prediction in collaboration networks Juan Sosa Diego Martínez Nicolás Guerrero 41 0 0 01 Nov 2024
Rethinking Node Representation Interpretation through Relation Coherence Ying-Chun Lin Jennifer Neville Cassiano Becker Purvanshi Metha Nabiha Asghar Vipul Agarwal 39 0 0 01 Nov 2024
Strongly Topology-preserving GNNs for Brain Graph Super-resolution Pragya Singh Islem Rekik 36 0 0 01 Nov 2024
MBExplainer: Multilevel bandit-based explanations for downstream models with augmented graph embeddings Ashkan Golgoon Ryan Franks Khashayar Filom Arjun Ravi Kannan 64 0 0 01 Nov 2024
Topology-Aware Graph Augmentation for Predicting Clinical Trajectories in Neurocognitive Disorders Qianqian Wang Wei Wang Yuqi Fang Hong-Jun Li Andrea Bozoki Mingxia Liu MedIm 36 0 0 31 Oct 2024
PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation Weiqin Yang Jiawei Chen Xin Xin Sheng Zhou Binbin Hu Yan Feng Chong Chen Can Wang 84 2 0 31 Oct 2024
Reducing Oversmoothing through Informed Weight Initialization in Graph Neural Networks Dimitrios Kelesis Dimitris Fotakis George Giannakopoulos 78 0 0 31 Oct 2024
Human Action Recognition (HAR) Using Skeleton-based Spatial Temporal Relative Transformer Network: ST-RTR Faisal Mehmood Enqing Chen Touqeer Abbas Samah M. Alzanin 47 0 0 31 Oct 2024
Exploring Consistency in Graph Representations:from Graph Kernels to Graph Neural Networks Xuyuan Liu Yinghao Cai Qihui Yang Yujun Yan 43 0 0 31 Oct 2024
Towards Dynamic Message Passing on Graphs Junshu Sun Chenxue Yang Xiangyang Ji Qingming Huang Shuhui Wang 55 1 0 31 Oct 2024
LLaMo: Large Language Model-based Molecular Graph Assistant Jinyoung Park Minseong Bae Dohwan Ko Hyunwoo J. Kim 51 2 0 31 Oct 2024
End-to-End Ontology Learning with Large Language Models Andy Lo Albert Q. Jiang Wenda Li M. Jamnik 38 1 0 31 Oct 2024
Reflecting Topology Consistency and Abnormality via Learnable Attentions for Airway Labeling Chenyu Li Minghui Zhang Chuyan Zhang Yun Gu 38 0 0 31 Oct 2024
Learning for Deformable Linear Object Insertion Leveraging Flexibility Estimation from Visual Cues Mingen Li Changhyun Choi 52 0 0 30 Oct 2024
Adaptive Network Intervention for Complex Systems: A Hierarchical Graph Reinforcement Learning Approach Qiliang Chen Babak Heydari 31 0 0 30 Oct 2024
ProTransformer: Robustify Transformers via Plug-and-Play Paradigm Zhichao Hou Weizhi Gao Yuchen Shen Feiyi Wang Xiaorui Liu VLM 37 2 0 30 Oct 2024
NASM: Neural Anisotropic Surface Meshing Hongbo Li Haikuan Zhu Sikai Zhong Ningna Wang Cheng Lin X. Guo Shiqing Xin Wenping Wang Jing Hua Z. Zhong 45 0 0 30 Oct 2024
Extralonger: Toward a Unified Perspective of Spatial-Temporal Factors for Extra-Long-Term Traffic Forecasting Zhiwei Zhang Shaojun E Fandong Meng Jie Zhou Wenjuan Han 53 1 0 30 Oct 2024
PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation Ryozo Masukawa Sanggeon Yun Yoshiki Yamaguchi Mohsen Imani 36 1 0 30 Oct 2024
Are Large-Language Models Graph Algorithmic Reasoners? Alexander K. Taylor Anthony Cuturrufo Vishal Yathish Mingyu Derek Ma Wei Wang LRM 79 0 0 29 Oct 2024
Scalable Message Passing Neural Networks: No Need for Attention in Large Graph Representation Learning Haitz Sáez de Ocáriz Borde Artem Lukoianov Anastasis Kratsios Michael M. Bronstein Xiaowen Dong GNN 48 1 0 29 Oct 2024
Node Regression on Latent Position Random Graphs via Local Averaging Martin Gjorgjevski Nicolas Keriven Simon Barthelmé Yohann De Castro 21 1 0 29 Oct 2024
Reliable and Compact Graph Fine-tuning via GraphSparse Prompting Bo Jiang Hao Wu Beibei Wang Jin Tang Bin Luo 40 0 0 29 Oct 2024
A Hierarchical Language Model For Interpretable Graph Reasoning Sambhav Khurana Xiner Li Shurui Gui Shuiwang Ji LRM 52 0 0 29 Oct 2024
Graph Sparsification for Enhanced Conformal Prediction in Graph Neural Networks Yuntian He Pranav Maneriker Anutam Srinivasan Aditya T. Vadlamani Srinivasan Parthasarathy 42 0 0 28 Oct 2024
A Review of Graph-Powered Data Quality Applications for IoT Monitoring Sensor Networks Pau Ferrer-Cid Jose M. Barcelo-Ordinas J. García-Vidal 47 2 0 28 Oct 2024
Detecting Malicious Accounts in Web3 through Transaction Graph Wenkai Li Zhijie Liu Xiaoqi Li Sen Nie GNN 41 19 0 28 Oct 2024
Graph Neural Networks on Discriminative Graphs of Words Yassine Abbahaddou J. Lutzeyer Michalis Vazirgiannis 31 0 0 27 Oct 2024
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy Sunwoo Kim Soo Yong Lee Fanchen Bu Shinhwan Kang Kyungho Kim Jaemin Yoo Kijung Shin 44 1 0 27 Oct 2024
Domain Specific Data Distillation and Multi-modal Embedding Generation Sharadind Peddiraju Srini Rajagopal 26 0 0 27 Oct 2024
ANOMIX: A Simple yet Effective Hard Negative Generation via Mixing for Graph Anomaly Detection Hwan Kim Junghoon Kim Sungsu Lim 39 0 0 27 Oct 2024
DeCaf: A Causal Decoupling Framework for OOD Generalization on Node Classification Xiaoxue Han Huzefa Rangwala Yue Ning BDL OOD CML 50 0 0 27 Oct 2024