v1v2v3v4 (latest)

Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

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

50 / 11,353 papers shown

Title
Spatio-Temporal-Frequency Graph Attention Convolutional Network for Aircraft Recognition Based on Heterogeneous Radar NetworkIEEE Transactions on Aerospace and Electronic Systems (TAES), 2022 Hann Meng Yuexing Peng Wenbo Wang Peng Cheng Yonghui Li Wei Xiang 137 18 0 15 Apr 2022
Graph Pooling for Graph Neural Networks: Progress, Challenges, and OpportunitiesInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Chuang Liu Yibing Zhan Hongzhi Zhang Chang Li Bo Du Wenbin Hu Tongliang Liu Dacheng Tao GNN AI4CE 170 105 0 15 Apr 2022
Solving AC Power Flow with Graph Neural Networks under Realistic Constraints Luis Bottcher Hinrikus Wolf Bastian Jung Philipp Lutat M. Trageser Oliver Pohl Andreas Ulbig Martin Grohe 292 15 0 14 Apr 2022
Finding MNEMON: Reviving Memories of Node EmbeddingsConference on Computer and Communications Security (CCS), 2022 Yun Shen Yufei Han Zhikun Zhang Min Chen Tingyue Yu Michael Backes Yang Zhang Gianluca Stringhini 135 15 0 14 Apr 2022
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific VisualizationIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 Chaoli Wang J. Han 221 51 0 13 Apr 2022
AHP: Learning to Negative Sample for Hyperedge PredictionAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Hyunjin Hwang Seungwoo Lee Chanyoung Park Kijung Shin 142 42 0 13 Apr 2022
Reinforcement learning on graphs: A surveyIEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2022 Mingshuo Nie Dongming Chen Dongqi Wang 313 70 0 13 Apr 2022
Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2022 Minbin Huang Zhijian Huang Changlin Li Xin Chen Hangyang Xu Zhenguo Li Xiaodan Liang 191 25 0 12 Apr 2022
Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image ClassificationIEEE Geoscience and Remote Sensing Letters (GRSL), 2022 Jin-Yu Yang Hengchao Li Wen-Shuai Hu Lei Pan Q. Du 83 28 0 12 Apr 2022
FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph LearningKnowledge Discovery and Data Mining (KDD), 2022 Zhen Wang Weirui Kuang Yuexiang Xie Liuyi Yao Yaliang Li Bolin Ding Jingren Zhou FedML 383 99 0 12 Apr 2022
GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion RecognitionIEEE Transactions on Affective Computing (IEEE TAC), 2022 Yang Li Ji Chen Fu Li Boxun Fu Hao Wu Youshuo Ji Yijing Zhou Yi Niu Guangming Shi Wenming Zheng SSL 136 133 0 12 Apr 2022
Continuous-Time User Preference Modelling for Temporal Sets PredictionIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Le Yu Zihang Liu Leilei Sun Bowen Du T. Zhu Weifeng Lv 174 9 0 12 Apr 2022
Graph Ordering Attention NetworksAAAI Conference on Artificial Intelligence (AAAI), 2022 Michail Chatzianastasis J. Lutzeyer George Dasoulas Michalis Vazirgiannis GNN 172 23 0 11 Apr 2022
Multi-view graph structure learning using subspace merging on Grassmann manifoldMultimedia tools and applications (MTA), 2022 Razieh Ghiasi Hossein Amirkhani A. Bosaghzadeh 71 3 0 11 Apr 2022
FederatedScope: A Flexible Federated Learning Platform for HeterogeneityProceedings of the VLDB Endowment (PVLDB), 2022 Yuexiang Xie Zhen Wang Dawei Gao Daoyuan Chen Liuyi Yao Weirui Kuang Yaliang Li Bolin Ding Jingren Zhou FedML 299 105 0 11 Apr 2022
T- Hop: Tensor representation of paths in graph convolutional networks A. Ibraheem GNN 35 0 0 11 Apr 2022
How to Find Your Friendly Neighborhood: Graph Attention Design with Self-SupervisionInternational Conference on Learning Representations (ICLR), 2022 Dongkwan Kim Alice Oh SSL GNN 261 285 0 11 Apr 2022
Augmentation-Free Graph Contrastive Learning with Performance Guarantee Haonan Wang Jieyu Zhang Qi Zhu Wei Huang 168 31 0 11 Apr 2022
ME-GCN: Multi-dimensional Edge-Embedded Graph Convolutional Networks for Semi-supervised Text Classification Kunze Wang S. Han Siqu Long Josiah Poon 104 22 0 10 Apr 2022
Are We Really Making Much Progress in Text Classification? A Comparative Review Lukas Galke Andor Diera Bao Xin Lin Bhakti Khera Tim Meuser Tushar Singhal Fabian Karl A. Scherp VLM 298 12 0 08 Apr 2022
Spatial Transformer Network on Skeleton-based Gait Recognition Cun Zhang Xingyun Chen Guohui Han Xiangrong Liu ViT 136 58 0 08 Apr 2022
Frequency Selective Augmentation for Video Representation LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 Jinhyung Kim Taeoh Kim Minho Shim Dongyoon Han Dongyoon Wee Junmo Kim AI4TS 187 5 0 08 Apr 2022
IA-GCN: Interactive Graph Convolutional Network for Recommendation Yinan Zhang Pei Wang Congcong Liu Xiwei Zhao Hao Qi Changping Peng Junsheng Jin Changping Peng Zhangang Lin Jingping Shao GNN 114 13 0 08 Apr 2022
Self-Supervised Graph Neural Network for Multi-Source Domain AdaptationACM Multimedia (ACM MM), 2022 Jin Yuan Feng Hou Yangzhou Du Peng Wang Xin Geng Jianping Fan Yong Rui SSL OOD 126 24 0 08 Apr 2022
Total Variation Optimization Layers for Computer VisionComputer Vision and Pattern Recognition (CVPR), 2022 Raymond A. Yeh Yuan-Ting Hu Zhongzheng Ren Alex Schwing 123 16 0 07 Apr 2022
Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces Simon Dahan Hao Xu Logan Z. J. Williams Abdulah Fawaz Chunhui Yang ... A. Edwards M. Glasser Alistair Young Daniel Rueckert E. C. Robinson ViT MedIm 172 1 0 07 Apr 2022
Explicit Feature Interaction-aware Graph Neural NetworksIEEE Access (IEEE Access), 2022 Minkyu Kim Hyunseung Choi Jinho Kim GNN 219 11 0 07 Apr 2022
Graph Neural Networks Designed for Different Graph Types: A Survey J. M. Thomas Alice Moallemy-Oureh Silvia Beddar-Wiesing Clara Holzhuter 427 31 0 06 Apr 2022
"The Pedestrian next to the Lamppost" Adaptive Object Graphs for Better Instantaneous MappingComputer Vision and Pattern Recognition (CVPR), 2022 Avishkar Saha Oscar Alejandro Mendez Maldonado Chris Russell Richard Bowden 140 6 0 06 Apr 2022
GemNet-OC: Developing Graph Neural Networks for Large and Diverse Molecular Simulation Datasets Johannes Gasteiger Muhammed Shuaibi Anuroop Sriram Stephan Günnemann Zachary W. Ulissi C. L. Zitnick Abhishek Das AI4TS MLAU 242 87 0 06 Apr 2022
Accelerating Backward Aggregation in GCN Training with Execution Path Preparing on GPUsIEEE Transactions on Parallel and Distributed Systems (TPDS), 2022 Shaoxian Xu Zhiyuan Shao Ci-Syuan Yang Xiaofei Liao Hai Jin GNN 139 2 0 06 Apr 2022
Domain Adversarial Graph Convolutional Network Based on RSSI and Crowdsensing for Indoor LocalizationIEEE Internet of Things Journal (IEEE IoT J.), 2022 Mingxin Zhang Z. Fan Ryosuke Shibasaki Xuan Song 131 33 0 06 Apr 2022
Bridging the Gap of AutoGraph between Academia and Industry: Analysing AutoGraph Challenge at KDD Cup 2020Frontiers in Artificial Intelligence (FAI), 2022 Zhen Xu Lanning Wei Huan Zhao Rex Ying Quanming Yao Wei-Wei Tu Isabelle M Guyon AI4CE 143 0 0 06 Apr 2022
CGC: Contrastive Graph Clustering for Community Detection and TrackingThe Web Conference (WWW), 2022 Namyong Park Ryan Rossi Eunyee Koh I. Burhanuddin Sungchul Kim F. Du Nesreen Ahmed Christos Faloutsos 134 44 0 05 Apr 2022
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative FilteringIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Jun Hu Bryan Hooi Shengsheng Qian Quan Fang Changsheng Xu 108 45 0 05 Apr 2022
HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE Xiaoyu Bie Wen Guo Simon Leglaive Laurent Girin Francesc Moreno-Noguer Xavier Alameda-Pineda VGen 3DH 222 15 0 04 Apr 2022
The Group Loss++: A deeper look into group loss for deep metric learningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Ismail Elezi Jenny Seidenschwarz Laurin Wagner Sebastiano Vascon Alessandro Torcinovich Marcello Pelillo Laura Leal-Taixe 149 16 0 04 Apr 2022
Synthetic Graph Generation to Benchmark Graph Learning Anton Tsitsulin Benedek Rozemberczki John Palowitch Bryan Perozzi 178 30 0 04 Apr 2022
MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Units DetectionACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022 Xuri Ge J. Jose Songpei Xu Xiao-Chang Liu Hu Han CVBM 128 9 0 04 Apr 2022
Multi-Scale Representation Learning on ProteinsNeural Information Processing Systems (NeurIPS), 2022 Vignesh Ram Somnath Charlotte Bunne Andreas Krause 170 109 0 04 Apr 2022
GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution AssignmentAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Junseok Lee Yunhak Oh Yeonjun In Namkyeong Lee Dongmin Hyun Chanyoung Park 139 21 0 04 Apr 2022
Learning Constrained Dynamic Correlations in Spatiotemporal Graphs for Motion PredictionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Jiajun Fu Fuxing Yang Yonghao Dang Xiaoli Liu Jianqin Yin 325 30 0 04 Apr 2022
Graph Enhanced BERT for Query UnderstandingAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Juanhui Li Yao Ma Weizhen Zeng Suqi Cheng Shucheng Zhou Shuaiqiang Wang D. Yin 114 12 0 03 Apr 2022
A Survey on Machine Learning Solutions for Graph Pattern Extraction Kai Siong Yow Ningyi Liao Siqiang Luo Reynold Cheng Chenhao Ma Xiaolin Han 260 3 0 03 Apr 2022
Weakly Supervised Regional and Temporal Learning for Facial Action Unit RecognitionIEEE transactions on multimedia (IEEE TMM), 2022 Jingwei Yan Jingjing Wang Qiang Li Chunmao Wang Shiliang Pu CVBM 151 11 0 01 Apr 2022
NC-DRE: Leveraging Non-entity Clue Information for Document-level Relation Extraction Li Zhang Yidong Cheng 215 3 0 01 Apr 2022
Diffusion of Information on Networked Lattices by GossipIEEE Conference on Decision and Control (CDC), 2022 Hans Riess Robert Ghrist 216 15 0 01 Apr 2022
Do Vision-Language Pretrained Models Learn Composable Primitive Concepts? Tian Yun Usha Bhalla Ellie Pavlick Chen Sun ReLM CoGe VLM LRM 211 33 0 31 Mar 2022
Preventing Over-Smoothing for Hypergraph Neural Networks Guan-Wun Chen Jiying Zhang Xi Xiao Yang Li 178 27 0 31 Mar 2022
AEGNN: Asynchronous Event-based Graph Neural NetworksComputer Vision and Pattern Recognition (CVPR), 2022 S. Schaefer Daniel Gehrig Davide Scaramuzza GNN 288 184 0 31 Mar 2022