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

Title
Aligning Eyes between Humans and Deep Neural Network through Interactive Attention Alignment Yuyang Gao Tong Sun Bo Pan Sungsoo Ray Hong HAI 209 46 0 06 Feb 2022
Differentially Private Graph Classification with GNNsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Tamara T. Mueller Johannes C. Paetzold Chinmay Prabhakar Dmitrii Usynin Daniel Rueckert Georgios Kaissis 176 24 0 05 Feb 2022
Graph Neural Network with Curriculum Learning for Imbalanced Node Classification Xiaohe Li Lijie Wen Yawen Deng Fuli Feng Xuming Hu Lei Wang Zide Fan 187 29 0 05 Feb 2022
MarkovGNN: Graph Neural Networks on Markov DiffusionThe Web Conference (WWW), 2022 Md. Khaledur Rahman Abhigya Agrawal A. Azad GNN BDL 139 3 0 05 Feb 2022
Deep Dynamic Effective Connectivity Estimation from Multivariate Time SeriesIEEE International Joint Conference on Neural Network (IJCNN), 2022 Usman Mahmood Z. Fu Vince D. Calhoun Sergey Plis 236 3 0 04 Feb 2022
MariusGNN: Resource-Efficient Out-of-Core Training of Graph Neural NetworksEuropean Conference on Computer Systems (EuroSys), 2022 R. Waleffe J. Mohoney Theodoros Rekatsinas Shivaram Venkataraman GNN 210 40 0 04 Feb 2022
Learning with Neighbor Consistency for Noisy LabelsComputer Vision and Pattern Recognition (CVPR), 2022 Ahmet Iscen Jack Valmadre Anurag Arnab Cordelia Schmid NoLa 240 92 0 04 Feb 2022
Convolutional Neural Networks on Graphs with Chebyshev Approximation, RevisitedNeural Information Processing Systems (NeurIPS), 2022 Mingguo He Zhewei Wei Ji-Rong Wen GNN 323 161 0 04 Feb 2022
Skeleton-Based Action Segmentation with Multi-Stage Spatial-Temporal Graph Convolutional Neural NetworksIEEE Transactions on Emerging Topics in Computing (IEEE TETC), 2022 Benjamin Filtjens Bart Vanrumste P. Slaets 65 54 0 03 Feb 2022
A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue SamplesAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022 Natalia Garcia Martin S. Malacrino M. Wojciechowska L. Campo Helen Jones ... Chris Holmes K. Sirinukunwattana H. Sailem C. Verrill J. Rittscher 86 5 0 01 Feb 2022
Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural GraphsInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Hongwei Jin Hang Zhang 199 9 0 01 Feb 2022
MolNet: A Chemically Intuitive Graph Neural Network for Prediction of Molecular Properties Yeji Kim Yoonho Jeong Jihoo Kim E. Lee W. Kim I. Choi GNN 105 11 0 01 Feb 2022
When Do Flat Minima Optimizers Work?Neural Information Processing Systems (NeurIPS), 2022 Jean Kaddour Linqing Liu Ricardo M. A. Silva Matt J. Kusner ODL 434 85 0 01 Feb 2022
Molecular Representation Learning via Heterogeneous Motif Graph Neural NetworksInternational Conference on Machine Learning (ICML), 2022 Zhaoning Yu Hongyang Gao 177 52 0 01 Feb 2022
MotifExplainer: a Motif-based Graph Neural Network Explainer Zhaoning Yu Hongyang Gao 205 18 0 01 Feb 2022
Memory-based Message Passing: Decoupling the Message for Propogation from DiscriminationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Jie Chen Weiqi Liu Jianghuai Pu 125 11 0 01 Feb 2022
Laplacian2Mesh: Laplacian-Based Mesh UnderstandingIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 Qiujie Dong Zixiong Wang Manyi Li Junjie Gao Shuangmin Chen Zhenyu Shu Shiqing Xin Changhe Tu Wenping Wang 147 37 0 01 Feb 2022
AlphaDesign: A graph protein design method and benchmark on AlphaFoldDB Zhangyang Gao Cheng Tan Stan Z. Li 321 64 0 01 Feb 2022
Graph-based Neural Acceleration for Nonnegative Matrix Factorization Jens Sjölund Maria Bånkestad GNN 194 13 0 01 Feb 2022
Combining Intra-Risk and Contagion Risk for Enterprise Bankruptcy Prediction Using Graph Neural NetworksInformation Sciences (Inf. Sci.), 2022 Yu Zhao Shaopeng Wei Yu-Meng Guo Qing Yang Xingyan Chen Qing Li Fuzhen Zhuang Ji Liu Gang Kou 150 25 0 01 Feb 2022
Self-supervised Graphs for Audio Representation Learning with Limited Labeled DataIEEE Journal on Selected Topics in Signal Processing (IEEE JSTSP), 2022 A. Shirian Krishna Somandepalli T. Guha SSL 325 12 0 31 Jan 2022
SUGAR: Efficient Subgraph-level Training via Resource-aware Graph PartitioningIEEE transactions on computers (IEEE Trans. Comput.), 2022 Zihui Xue Yuedong Yang Mengtian Yang R. Marculescu 291 12 0 31 Jan 2022
Compositional Multi-Object Reinforcement Learning with Linear Relation Networks Davide Mambelli Frederik Trauble Stefan Bauer Bernhard Schölkopf Francesco Locatello OCL 160 19 0 31 Jan 2022
Learning Robust Representation through Graph Adversarial Contrastive LearningInternational Conference on Database Systems for Advanced Applications (DASFAA), 2022 Jiayan Guo Shangyang Li Yue Zhao Fei Huang 143 8 0 31 Jan 2022
Interpretable and Generalizable Graph Learning via Stochastic Attention MechanismInternational Conference on Machine Learning (ICML), 2022 Siqi Miao Miaoyuan Liu Pan Li 241 256 0 31 Jan 2022
Deep Learning Approaches on Image Captioning: A ReviewACM Computing Surveys (ACM CSUR), 2022 Taraneh Ghandi H. Pourreza H. Mahyar VLM 278 134 0 31 Jan 2022
Discovering Invariant Rationales for Graph Neural NetworksInternational Conference on Learning Representations (ICLR), 2022 Yingmin Wu Xiang Wang An Zhang Xiangnan He Tat-Seng Chua OOD AI4CE 243 280 0 30 Jan 2022
Over-smoothing Effect of Graph Convolutional Networks Fang Sun 107 1 0 30 Jan 2022
GRPE: Relative Positional Encoding for Graph Transformer Wonpyo Park Woonggi Chang Donggeon Lee Juntae Kim Seung-won Hwang 272 91 0 30 Jan 2022
Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed Traffic Environments Qi Liu Zirui Li Xueyuan Li Jingda Wu Shihua Yuan AI4CE 179 9 0 30 Jan 2022
GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural NetworksLOG IN (LOG IN), 2022 Chenhui Deng Xiuyu Li Zhuobo Feng Zhiru Zhang AAML 309 25 0 30 Jan 2022
Rewiring with Positional Encodings for Graph Neural Networks Rickard Brüel-Gabrielsson Mikhail Yurochkin Justin Solomon AI4CE 372 39 0 29 Jan 2022
SMGRL: Scalable Multi-resolution Graph Representation Learning Reza Namazi Elahe Ghalebi Sinead Williamson H. Mahyar 241 1 0 29 Jan 2022
GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative GamesNeural Information Processing Systems (NeurIPS), 2022 Shichang Zhang Yozen Liu Neil Shah Luke Huan FAtt 310 60 0 28 Jan 2022
HEAT: Hyperedge Attention Networks Dobrik Georgiev Marc Brockschmidt Miltiadis Allamanis GNN 163 18 0 28 Jan 2022
Detecting Owner-member Relationship with Graph Convolution Network in Fisheye Camera System Zizhang Wu Jason Wang Tianhao Xu Fan Wang 43 0 0 28 Jan 2022
Rapid protein assignments and structures from raw NMR spectra with the deep learning technique ARTINANature Communications (Nat Commun), 2022 Piotr Klukowski R. Riek P. Güntert 53 76 0 28 Jan 2022
Discovering Nonlinear PDEs from Scarce Data with Physics-encoded LearningInternational Conference on Learning Representations (ICLR), 2022 Chengping Rao Pu Ren Yang Liu Hao Sun AI4CE 195 33 0 28 Jan 2022
Graph-based Algorithm Unfolding for Energy-aware Power Allocation in Wireless NetworksIEEE Transactions on Wireless Communications (TWC), 2022 Boning Li Gunjan Verma Santiago Segarra 175 24 0 27 Jan 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 215 25 0 27 Jan 2022
FairEGM: Fair Link Prediction and Recommendation via Emulated Graph ModificationConference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2022 Sean Current Yuntian He Saket Gurukar Srinivas Parthasarathy 317 19 0 27 Jan 2022
Density-Aware Hyper-Graph Neural Networks for Graph-based Semi-supervised Node Classification Jianpeng Liao Qian Tao Jun Yan GNN 120 3 0 27 Jan 2022
Confidence May Cheat: Self-Training on Graph Neural Networks under Distribution ShiftThe Web Conference (WWW), 2022 Hongrui Liu Binbin Hu Xiao Wang Chuan Shi Qing Cui Jun Zhou 256 62 0 27 Jan 2022
LAGOON: An Analysis Tool for Open Source CommunitiesIEEE Working Conference on Mining Software Repositories (MSR), 2022 Sourya Dey Walt Woods 94 2 0 26 Jan 2022
On the Power of Gradual Network Alignment Using Dual-Perception SimilaritiesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Jin-Duk Park Cong Tran Won-Yong Shin Xin Cao 122 15 0 26 Jan 2022
What's Wrong with Deep Learning in Tree Search for Combinatorial OptimizationInternational Conference on Learning Representations (ICLR), 2022 Maximilian Böther Otto Kißig M. Taraz S. Cohen Karen Seidel Tobias Friedrich AI4CE 187 51 0 25 Jan 2022
Towards Cross-Disaster Building Damage Assessment with Graph Convolutional NetworksIEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022 Ali Ismail M. Awad 81 6 0 25 Jan 2022
BLDNet: A Semi-supervised Change Detection Building Damage Framework using Graph Convolutional Networks and Urban Domain Knowledge Ali Ismail M. Awad 114 10 0 25 Jan 2022
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 103 2 0 25 Jan 2022