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Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

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

50 / 11,315 papers shown

Title
ML4CO-KIDA: Knowledge Inheritance in Dataset Aggregation Zixuan Cao Yang Xu Zhewei Huang Shuchang Zhou 281 9 0 25 Jan 2022
Unboxing the graph: Neural Relational Inference for Mobility Prediction M. Tygesen Francisco Câmara Pereira Filipe Rodrigues AI4TS 111 2 0 25 Jan 2022
Neighbour Interaction based Click-Through Rate Prediction via Graph-masked TransformerAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Erxue Min Yu Rong Qifeng Bai Yatao Bian P. Zhao Junzhou Huang Da Luo Kangyi Lin Sophia Ananiadou 198 40 0 25 Jan 2022
Semi-Supervised GCN for learning Molecular Structure-Activity Relationships Alessio Ragno Dylan Savoia Roberto Capobianco GNN 78 0 0 25 Jan 2022
Zero-Shot Sketch Based Image Retrieval using Graph TransformerInternational Conference on Pattern Recognition (ICPR), 2022 Sumrit Gupta Ushasi Chaudhuri Biplab Banerjee 274 11 0 25 Jan 2022
Convergence of Invariant Graph NetworksInternational Conference on Machine Learning (ICML), 2022 Chen Cai Yusu Wang 286 7 0 25 Jan 2022
Link Prediction with Contextualized Self-SupervisionIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Daokun Zhang Jie Yin Philip S. Yu 184 9 0 25 Jan 2022
Jointly Learning Knowledge Embedding and Neighborhood Consensus with Relational Knowledge Distillation for Entity Alignment Xinhang Li Yong Zhang Chunxiao Xing 153 6 0 25 Jan 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 256 906 0 24 Jan 2022
On Evaluation Metrics for Graph Generative ModelsInternational Conference on Learning Representations (ICLR), 2022 Rylee Thompson Boris Knyazev Elahe Ghalebi Jungtaek Kim Graham W. Taylor EGVM 241 55 0 24 Jan 2022
A Method to Predict Semantic Relations on Artificial Intelligence Papers Francisco Andrades Ricardo Ñanculef GNN 50 0 0 24 Jan 2022
Learning Graph Augmentations to Learn Graph Representations Kaveh Hassani Amir Hosein Khas Ahmadi 156 23 0 24 Jan 2022
Balanced Graph Structure Learning for Multivariate Time Series Forecasting Weijun Chen Yanze Wang Chengshuo Du Zhenglong Jia Feng Liu Ran Chen AI4TS 84 1 0 24 Jan 2022
Towards Private Learning on Decentralized Graphs with Local Differential PrivacyIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022 Wanyu Lin Baochun Li Cong Wang FedML 140 54 0 23 Jan 2022
Partition-Based Active Learning for Graph Neural Networks Jiaqi Ma Ziqiao Ma Joyce Chai Qiaozhu Mei 129 19 0 23 Jan 2022
Fast Transient Stability Prediction Using Grid-informed Temporal and Topological Embedding Deep Neural NetworkJournal of Modern Power Systems and Clean Energy (JMPSCE), 2022 Peiyuan Sun L. Huo Yaning Tan Xin Chen 88 9 0 23 Jan 2022
FN-Net:Remove the Outliers by Filtering the Noise Kai Lv 110 1 0 23 Jan 2022
HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting Minbo Ma Peng Xie Fei Teng Tian-Jie Li Bin Wang Shenggong Ji Junbo Zhang AI4TS 141 11 0 22 Jan 2022
Change Detection from Synthetic Aperture Radar Images via Graph-Based Knowledge Supplement NetworkIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2022 Junjie Wang Feng Gao Junyu Dong Shanfeng Zhang Q. Du 164 49 0 22 Jan 2022
Overcoming Oversmoothness in Graph Convolutional Networks via Hybrid Scattering Networks Frederik Wenkel Yimeng Min M. Hirn Michael Perlmutter Guy Wolf GNN 185 28 0 22 Jan 2022
Training Hybrid Classical-Quantum Classifiers via Stochastic Variational OptimizationIEEE Signal Processing Letters (SPL), 2022 I. Nikoloska Osvaldo Simeone 118 11 0 21 Jan 2022
Toward Enhanced Robustness in Unsupervised Graph Representation Learning: A Graph Information Bottleneck PerspectiveIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Jihong Wang Minnan Luo Jundong Li Ziqi Liu Jun Zhou Qinghua Zheng AAML 98 9 0 21 Jan 2022
Fair Node Representation Learning via Adaptive Data Augmentation Öykü Deniz Köse Yanning Shen 83 36 0 21 Jan 2022
Learning Two-Step Hybrid Policy for Graph-Based Interpretable Reinforcement Learning Tongzhou Mu Kaixiang Lin Fei Niu Govind Thattai OffRL 189 1 0 21 Jan 2022
GenGNN: A Generic FPGA Framework for Graph Neural Network Acceleration Stefan Abi-Karam Yuqi He Rishov Sarkar Lakshmi Sathidevi Zihang Qiao Cong Hao GNN 83 17 0 20 Jan 2022
LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph ModelsIEEE International Conference on Application-Specific Systems, Architectures, and Processors (ASAP), 2022 Nan Wu Jiwon Lee Yuan Xie Cong Hao 129 23 0 20 Jan 2022
Cross-Domain Few-Shot Graph ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2022 Kaveh Hassani 199 39 0 20 Jan 2022
HEAM: High-Efficiency Approximate Multiplier Optimization for Deep Neural NetworksInternational Symposium on Circuits and Systems (ISCAS), 2022 Su Zheng Zhen Li Yao Lu Jingbo Gao Jide Zhang Lingli Wang 103 6 0 20 Jan 2022
Unsupervised Graph Poisoning Attack via Contrastive Loss Back-propagationThe Web Conference (WWW), 2022 Sixiao Zhang Hongxu Chen Xiangguo Sun Yicong Li Guandong Xu AAML SSL 191 46 0 20 Jan 2022
Informative Pseudo-Labeling for Graph Neural Networks with Few LabelsData mining and knowledge discovery (DMKD), 2022 Yayong Li Jie Yin Ling-Hao Chen 105 41 0 20 Jan 2022
GASCN: Graph Attention Shape Completion NetworkInternational Conference on 3D Vision (3DV), 2021 Haojie Huang Ziyi Yang Robert Platt GNN 3DPC 102 7 0 20 Jan 2022
Decoupling the Depth and Scope of Graph Neural NetworksNeural Information Processing Systems (NeurIPS), 2022 Hanqing Zeng Muhan Zhang Yinglong Xia Ajitesh Srivastava Andrey Malevich Rajgopal Kannan Viktor Prasanna Long Jin Ren Chen GNN 146 165 0 19 Jan 2022
Debiased Graph Neural Networks with Agnostic Label Selection BiasIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Shaohua Fan Xiao Wang Chuan Shi Kun Kuang Nian Liu Bai Wang AI4CE 224 46 0 19 Jan 2022
Code Sophistication: From Code Recommendation to Logic Recommendation Jessie Galasso Michalis Famelis H. Sahraoui 114 1 0 19 Jan 2022
Models for information propagation on graphsEuropean journal of applied mathematics (EJAM), 2022 Oliver R. A. Dunbar C. M. Elliott L. Kreusser 201 4 0 19 Jan 2022
Graph Neural Network-based Android Malware Classification with Jumping KnowledgeInternational Conference on Data Science in Cyberspace (ICDSC), 2022 Wai Weng Lo S. Layeghy Mohanad Sarhan Marcus Gallagher Marius Portmann 282 24 0 19 Jan 2022
Dual Space Graph Contrastive LearningThe Web Conference (WWW), 2022 Haoran Yang Hongxu Chen Shirui Pan Lin Li Philip S. Yu Guandong Xu 145 54 0 19 Jan 2022
Representation Learning on Heterostructures via Heterogeneous Anonymous WalksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 X. Guo Pengfei Jiao Ting Pan Wang Zhang Mengyu Jia Danyang Shi Wenjun Wang 110 2 0 18 Jan 2022
Evidence-aware Fake News Detection with Graph Neural NetworksThe Web Conference (WWW), 2022 Weizhi Xu Jun Wu Qiang Liu Shu Wu Liang Wang GNN 169 107 0 18 Jan 2022
Deep Graph Convolutional Network and LSTM based approach for predicting drug-target binding affinitySDM (SDM), 2022 Shrimon Mukherjee Madhusudan Ghosh Partha Basuchowdhuri 105 35 0 18 Jan 2022
High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and AdvancingDesign Automation Conference (DAC), 2022 Nan Wu Hang Yang Yuan Xie Pan Li Cong Hao 94 68 0 18 Jan 2022
GTrans: Spatiotemporal Autoregressive Transformer with Graph Embeddings for Nowcasting Extreme Events Bo Feng Geoffrey C. Fox AI4TS 104 1 0 18 Jan 2022
BDA-SketRet: Bi-Level Domain Adaptation for Zero-Shot SBIRNeurocomputing (Neurocomputing), 2022 Ushasi Chaudhuri Ruchika Chavan Biplab Banerjee Anjan Dutta Zeynep Akata 155 22 0 17 Jan 2022
Millions of Co-purchases and Reviews Reveal the Spread of Polarization and Lifestyle Politics across Online Markets Alex Ruch Ari Decter-Frain Raghav Batra 58 3 0 17 Jan 2022
SigGAN : Adversarial Model for Learning Signed Relationships in NetworksACM Transactions on Knowledge Discovery from Data (TKDD), 2022 Roshni Chakraborty Ritwika Das Joydeep Chandra GAN 184 8 0 17 Jan 2022
Towards Unsupervised Deep Graph Structure LearningThe Web Conference (WWW), 2022 Yixin Liu Yu Zheng Daokun Zhang Hongxu Chen Hao Peng Shirui Pan 208 234 0 17 Jan 2022
Graph Neural Networks for Cross-Camera Data Association Elena Luna Juan C. Sanmiguel Jose M. Martínez Pablo Carballeira 118 24 0 17 Jan 2022
Neighboring Backdoor Attacks on Graph Convolutional Network Liang Chen Qibiao Peng Jintang Li Yang Liu Jiawei Chen Yong Li Zibin Zheng GNN AAML 134 11 0 17 Jan 2022
Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region TransferACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022 Vinayak Gupta Srikanta J. Bedathur 169 22 0 16 Jan 2022
Temporal Knowledge Graph Completion: A SurveyInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Borui Cai Yong Xiang Longxiang Gao Heng Zhang Yunfeng Li Jianxin Li 154 115 0 16 Jan 2022