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Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

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

50 / 11,331 papers shown

Title
Graph Attention RetrospectiveJournal of machine learning research (JMLR), 2022 Kimon Fountoulakis Amit Levi Shenghao Yang Aseem Baranwal Aukosh Jagannath GNN 387 42 0 26 Feb 2022
Sign and Basis Invariant Networks for Spectral Graph Representation LearningInternational Conference on Learning Representations (ICLR), 2022 Derek Lim Joshua Robinson Lingxiao Zhao Tess E. Smidt S. Sra Haggai Maron Stefanie Jegelka 557 179 0 25 Feb 2022
Projective Ranking-based GNN Evasion AttacksIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 He Zhang Lizhen Qu Chuan Zhou Shirui Pan AAML 202 28 0 25 Feb 2022
Improved Dual Correlation Reduction Network Yue Liu Sihang Zhou Xinwang Liu Wenxuan Tu Xihong Yang 99 23 0 25 Feb 2022
Addressing Over-Smoothing in Graph Neural Networks via Deep Supervision P. Elinas Edwin V. Bonilla AI4CE 98 7 0 25 Feb 2022
A Deep Learning Approach for Network-wide Dynamic Traffic Prediction during Hurricane EvacuationTransportation Research Part C: Emerging Technologies (TRC), 2022 Rezaur Rahman Samiul Hasan AI4TS 94 28 0 25 Feb 2022
Directed Graph Auto-EncodersAAAI Conference on Artificial Intelligence (AAAI), 2022 Georgios Kollias Vasileios Kalantzis Tsuyoshi Idé A. Lozano Naoki Abe BDL GNN 139 45 0 25 Feb 2022
Construction of Large-Scale Misinformation Labeled Datasets from Social Media Discourse using Label RefinementThe Web Conference (WWW), 2022 Karishma Sharma Emilio Ferrara Wenshu Fan 121 11 0 24 Feb 2022
Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review Kyle Hamilton Aparna Nayak Bojan Bozic Luca Longo NAI 237 84 0 24 Feb 2022
Multi-view Intent Disentangle Graph Networks for Bundle RecommendationAAAI Conference on Artificial Intelligence (AAAI), 2022 Sen Zhao Wei Wei Ding Zou Xian-Ling Mao 242 107 0 23 Feb 2022
Path-Aware Graph Attention for HD Maps in Motion PredictionIEEE International Conference on Robotics and Automation (ICRA), 2022 Fang Da Yu Zhang GNN 164 34 0 23 Feb 2022
Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion Network for Action Recognition Xiaoguang Zhu Ye Zhu Haoyu Wang Honglin Wen Yan Yan Peilin Liu 218 38 0 23 Feb 2022
Classification of Computer Aided Engineering (CAE) Parts Using Graph Convolutional Networks A. Warey R. Chakravarty 38 0 0 23 Feb 2022
Exploring Edge Disentanglement for Node ClassificationThe Web Conference (WWW), 2022 Tianxiang Zhao Xiang Zhang Suhang Wang 227 39 0 23 Feb 2022
Structured Multi-task Learning for Molecular Property PredictionInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Shengchao Liu Meng Qu Zuobai Zhang Huiyu Cai Jian Tang 167 28 0 22 Feb 2022
Bag Graph: Multiple Instance Learning using Bayesian Graph Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2022 Soumyasundar Pal Antonios Valkanas Florence Regol Mark Coates SSL 115 22 0 22 Feb 2022
Relation Regularized Scene Graph GenerationIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2021 Yuyu Guo Lianli Gao Jingkuan Song Peng Wang Andrii Zadaianchuk Heng Tao Shen Xuelong Li 103 16 0 22 Feb 2022
One-shot Scene Graph GenerationACM Multimedia (ACM MM), 2020 Yuyu Guo Jingkuan Song Lianli Gao Heng Tao Shen 169 30 0 22 Feb 2022
CorefDRE: Document-level Relation Extraction with coreference resolution Zhongxuan Xue Rongzhen Li Qizhu Dai Zhong Jiang 156 10 0 22 Feb 2022
EIGNN: Efficient Infinite-Depth Graph Neural NetworksNeural Information Processing Systems (NeurIPS), 2022 Juncheng Liu Kenji Kawaguchi Bryan Hooi Yiwei Wang X. Xiao GNN 178 46 0 22 Feb 2022
Graph Lifelong Learning: A SurveyIEEE Computational Intelligence Magazine (IEEE CIM), 2022 F. Febrinanto Xiwei Xu Kristen Moore Chandra Thapa Charu C. Aggarwal CLL AI4CE 188 61 0 22 Feb 2022
Knowledge Base Question Answering by Case-based Reasoning over SubgraphsInternational Conference on Machine Learning (ICML), 2022 Rajarshi Das Ameya Godbole Ankita Rajaram Naik Elliot Tower Robin Jia Manzil Zaheer Hannaneh Hajishirzi Andrew McCallum 150 61 0 22 Feb 2022
Data-Driven Traffic Assignment: A Novel Approach for Learning Traffic Flow Patterns Using a Graph Convolutional Neural Network Rezaur Rahman Samiul Hasan GNN 102 32 0 21 Feb 2022
Ligandformer: A Graph Neural Network for Predicting Compound Property with Robust Interpretation Jinjiang Guo Qi Liu Han Guo Xi Lu AI4CE 75 5 0 21 Feb 2022
Degree-Preserving Randomized Response for Graph Neural Networks under Local Differential PrivacyTransactions on Data Privacy (TDP), 2022 Seira Hidano Takao Murakami 375 12 0 21 Feb 2022
1-WL Expressiveness Is (Almost) All You NeedIEEE International Joint Conference on Neural Network (IJCNN), 2022 Markus Zopf 99 13 0 21 Feb 2022
Model-Agnostic Augmentation for Accurate Graph ClassificationThe Web Conference (WWW), 2022 Jaemin Yoo Sooyeon Shim U. Kang GNN 164 37 0 21 Feb 2022
GCNET: graph-based prediction of stock price movement using graph convolutional networkEngineering applications of artificial intelligence (EAAI), 2022 Alireza Jafari Saman Haratizadeh GNN AIFin AI4TS 230 42 0 19 Feb 2022
A Novel Anomaly Detection Method for Multimodal WSN Data Flow via a Dynamic Graph Neural NetworkConnection science (CS), 2022 Qinghao Zhang Miao Ye Hongbing Qiu Yong Wang Xiaofang Deng 102 17 0 19 Feb 2022
Graph Spring Network and Informative Anchor Selection for Session-based RecommendationNeural Networks (NN), 2022 Zizhuo Zhang Bang-wei Wang 176 12 0 19 Feb 2022
Interactive Visual Pattern Search on Graph Data via Graph Representation LearningIEEE Transactions on Visualization and Computer Graphics (TVCG), 2021 Huan Song Zeng Dai Panpan Xu Liu Ren NAI GNN 119 12 0 18 Feb 2022
Black-box Node Injection Attack for Graph Neural Networks Mingxuan Ju Yujie Fan Yanfang Ye Bo Pan AAML 161 2 0 18 Feb 2022
Improving Molecular Contrastive Learning via Faulty Negative Mitigation and Decomposed Fragment ContrastJournal of Chemical Information and Modeling (JCIM), 2022 Yuyang Wang Rishikesh Magar Chen Liang A. Farimani 152 88 0 18 Feb 2022
Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural NetworkAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Tianyu Zhao Cheng Yang Yibo Li Quan Gan Zhenyi Wang Fengqi Liang Huan Zhao Yingxia Shao Xiao Wang Chuan Shi 129 37 0 18 Feb 2022
Generalizing Aggregation Functions in GNNs:High-Capacity GNNs via Nonlinear Neighborhood Aggregators Beibei Wang Bo Jiang AI4CE 71 3 0 18 Feb 2022
Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting Lin Huang Lijun Wu Jia Zhang Jiang Bian Tie-Yan Liu AI4TS 96 2 0 18 Feb 2022
An end-to-end predict-then-optimize clustering method for intelligent assignment problems in express systems Jinlei Zhang Ergang Shan Lixia Wu Lixing Yang Ziyou Gao Haoyuan Hu 89 5 0 18 Feb 2022
Unleashing the Power of Transformer for Graphs Lingbing Guo Qiang Zhang Huajun Chen 143 9 0 18 Feb 2022
Graph Auto-Encoder Via Neighborhood Wasserstein ReconstructionInternational Conference on Learning Representations (ICLR), 2022 Mingyue Tang Carl Yang Pan Li GNN AI4CE 138 63 0 18 Feb 2022
Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT)IEEE Access (IEEE Access), 2022 Namwoo Kim Yoonjin Yoon AI4TS 100 14 0 18 Feb 2022
PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal Traffic Forecasting Y. Shin Yoonjin Yoon GNN AI4TS 171 73 0 18 Feb 2022
Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications Kexin Ding Mu Zhou Zichen Wang Qiao Liu C. Arnold Shaoting Zhang Dimitris N. Metaxas GNN MedIm AI4CE 208 14 0 17 Feb 2022
An alternative approach to train neural networks using monotone variational inequality Chen Xu Xiuyuan Cheng Yao Xie 163 1 0 17 Feb 2022
Graph Data Augmentation for Graph Machine Learning: A SurveyIEEE Data Engineering Bulletin (DEB), 2022 Tong Zhao Wei Jin Yozen Liu Yingheng Wang Gang Liu Stephan Günnemann Neil Shah Meng Jiang OOD 253 94 0 17 Feb 2022
Revisiting Over-smoothing in BERT from the Perspective of GraphInternational Conference on Learning Representations (ICLR), 2022 Han Shi Jiahui Gao Hang Xu Xiaodan Liang Zhenguo Li Lingpeng Kong Stephen M. S. Lee James T. Kwok 150 86 0 17 Feb 2022
Heuristic Adaptability to Input Dynamics for SpMM on GPUsDesign Automation Conference (DAC), 2022 Guohao Dai Guyue Huang Shang Yang Zhongming Yu Hengrui Zhang Yufei Ding Yuan Xie Huazhong Yang Yu Wang 145 26 0 17 Feb 2022
Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 Kaize Ding Yancheng Wang Yingzhen Yang Huan Liu 233 30 0 17 Feb 2022
Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework Xiangjie Kong Kailai Wang Mingliang Hou Xiwei Xu G. Karmakar Jianxin Li AI4TS 116 56 0 17 Feb 2022
Transformer for Graphs: An Overview from Architecture Perspective Erxue Min Runfa Chen Yatao Bian Qifeng Bai Kangfei Zhao Wenbing Huang P. Zhao Junzhou Huang Sophia Ananiadou Yu Rong 196 183 0 17 Feb 2022
Multivariate Time Series Forecasting with Dynamic Graph Neural ODEsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Ming Jin Yu Zheng Yuanhao Li Siheng Chen B. Yang Shirui Pan BDL AI4TS AI4CE 194 159 0 17 Feb 2022