Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

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

50 / 7,892 papers shown

Title
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 43 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
Understanding the Effect of GCN Convolutions in Regression Tasks Juntong Chen Johannes Schmidt-Hieber Claire Donnat Olga Klopp GNN 38 0 0 26 Oct 2024
Global Graph Counterfactual Explanation: A Subgraph Mapping Approach Yinhan He Wendy Zheng Yaochen Zhu Jing Ma Saumitra Mishra Natraj Raman Ninghao Liu Jundong Li 33 0 0 25 Oct 2024
Spatial Shortcuts in Graph Neural Controlled Differential Equations Michael Detzel Gabriel Nobis Jackie Ma Wojciech Samek 49 0 0 25 Oct 2024
The Impact of Train-Test Leakage on Machine Learning-based Android Malware Detection Guojun Liu Doina Caragea Xinming Ou Sankardas Roy FedML 28 0 0 25 Oct 2024
Taxonomy-guided Semantic Indexing for Academic Paper Search SeongKu Kang Yunyi Zhang Pengcheng Jiang Dongha Lee Jiawei Han Hwanjo Yu 38 5 0 25 Oct 2024
A Survey of Deep Graph Learning under Distribution Shifts: from Graph Out-of-Distribution Generalization to Adaptation Kexin Zhang Shuhan Liu Song Wang Weili Shi Chen Chen Pan Li Sheng Li Jundong Li Kaize Ding OOD 62 2 0 25 Oct 2024
TEAM: Topological Evolution-aware Framework for Traffic Forecasting--Extended Version Duc Kieu Tung Kieu Peng Han Bin Yang Christian S. Jensen Bac Le AI4TS 37 1 0 24 Oct 2024
Can Self Supervision Rejuvenate Similarity-Based Link Prediction? Chenhan Zhang Weiqi Wang Zhiyi Tian James Jianqiao Yu Mohamed Ali Kaafar An Liu Shui Yu SSL 36 0 0 24 Oct 2024
Perturbation-based Graph Active Learning for Weakly-Supervised Belief Representation Learning Dachun Sun Ruijie Wang Jinning Li Ruipeng Han Xinyi Liu You Lyu Tarek Abdelzaher 39 0 0 24 Oct 2024
DL-Polycube: Deep learning enhanced polycube method for high-quality hexahedral mesh generation and volumetric spline construction Yuxuan Yu Yuzhuo Fang Hua Tong Y. Zhang 40 1 0 24 Oct 2024
Enhancing Graph Attention Neural Network Performance for Marijuana Consumption Classification through Large-scale Augmented Granger Causality (lsAGC) Analysis of Functional MR Images Ali Vosoughi Akhil Kasturi A. Wismueller 22 3 0 24 Oct 2024
Graph Pre-Training Models Are Strong Anomaly Detectors Jiashun Cheng Zinan Zheng Yang Liu Jianheng Tang Haoran Wang Yu Rong Jia Li Fugee Tsung 53 2 0 24 Oct 2024
Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production Kexuan Xin Q. Wang Junyu Chen Pengfei Yu Huimin Zhao Heng Ji 43 0 0 24 Oct 2024
A Causal Graph-Enhanced Gaussian Process Regression for Modeling Engine-out NOx Shrenik Zinage Ilias Bilionis Peter Meckl 34 0 0 24 Oct 2024
End-to-end Training for Recommendation with Language-based User Profiles Zhaolin Gao Joyce Zhou Yijia Dai Thorsten Joachims AI4Ed 72 3 0 24 Oct 2024
Theoretically Grounded Pruning of Large Ground Sets for Constrained, Discrete Optimization Ankur Nath Alan Kuhnle 39 0 0 23 Oct 2024
Spiking Graph Neural Network on Riemannian Manifolds Li Sun Zhenhao Huang Qiqi Wan Hao Peng Philip S. Yu GNN AI4CE 37 2 0 23 Oct 2024
Anomaly Resilient Temporal QoS Prediction using Hypergraph Convoluted Transformer Network Suraj Kumar S. Chattopadhyay Chandranath Adak 31 0 0 23 Oct 2024
Graph Signal Adaptive Message Passing Yi Yan Changran Peng E. Kuruoglu 42 1 0 23 Oct 2024
FedGMark: Certifiably Robust Watermarking for Federated Graph Learning Yuxin Yang Qiang Li Yuan Hong Binghui Wang AAML FedML 32 2 0 23 Oct 2024
Congestion Forecast for Trains with Railroad-Graph-based Semi-Supervised Learning using Sparse Passenger Reports Soto Anno Kota Tsubouchi Masamichi Shimosaka AI4TS 11 0 0 23 Oct 2024
Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive Learning Jun-En Ding Chien-Chin Hsu Feng Liu Shuqiang Wang Feng Liu 85 0 0 23 Oct 2024
Geometric Graph Neural Network Modeling of Human Interactions in Crowded Environments Sara Honarvar Yancy Diaz-Mercado 24 0 0 22 Oct 2024
Dynamic graph neural networks for enhanced volatility prediction in financial markets Pulikandala Nithish Kumar Nneka Umeorah Alex Alochukwu 43 0 0 22 Oct 2024
Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification Yihong Luo Yuhan Chen Siya Qiu Yiwei Wang Chen Zhang Yan Zhou Xiaochun Cao Jing Tang AAML 49 2 0 22 Oct 2024
GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation Junyu Luo Yiyang Gu Xiao Luo Wei Ju Zhiping Xiao Yusheng Zhao Jingyang Yuan Ming Zhang 44 8 0 22 Oct 2024
Scalable Implicit Graphon Learning Ali Azizpour Nicolas Zilberstein Santiago Segarra GNN 53 0 0 22 Oct 2024
Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance Dominik Fuchsgruber Tim Poštuvan Stephan Günnemann Simon Geisler 51 3 0 22 Oct 2024
Graph Sampling for Scalable and Expressive Graph Neural Networks on Homophilic Graphs Haolin Li Luana Ruiz Luana Ruiz 47 0 0 22 Oct 2024
Focus Where It Matters: Graph Selective State Focused Attention Networks Shikhar Vashistha Neetesh Kumar 45 0 0 21 Oct 2024
Contrastive Learning with Auxiliary User Detection for Identifying Activities Wen Ge Guanyi Mou Emmanuel O. Agu Kyumin Lee AAML 32 0 0 21 Oct 2024
Natural Language Querying System Through Entity Enrichment Joshua Amavi Mirian Halfeld Ferrari Nicolas Hiot 43 3 0 21 Oct 2024
Deep Graph Attention Networks Jun Kato Airi Mita Keita Gobara Akihiro Inokuchi GNN 34 0 0 21 Oct 2024
Learning signals defined on graphs with optimal transport and Gaussian process regression Raphael Carpintero Perez Sébastien da Veiga Josselin Garnier B. Staber 59 1 0 21 Oct 2024
LEGO-Learn: Label-Efficient Graph Open-Set Learning Haoyan Xu Kay Liu Zhengtao Yao Philip S. Yu Mengyuan Li Yue Zhao Yue Zhao OODD 73 6 0 21 Oct 2024
SceneGraMMi: Scene Graph-boosted Hybrid-fusion for Multi-Modal Misinformation Veracity Prediction Swarang Joshi Siddharth Mavani Joel Alex Arnav Negi Rahul Mishra Ponnurangam Kumaraguru 37 0 0 20 Oct 2024
Non-invasive Neural Decoding in Source Reconstructed Brain Space Yonatan Gideoni Ryan Charles Timms Oiwi Parker Jones 50 2 0 20 Oct 2024
Conditional Uncertainty Quantification for Tensorized Topological Neural Networks Yujia Wu Bo Yang Yang Zhao Elynn Chen Yuzhou Chen Zheshi Zheng 59 2 0 20 Oct 2024
Conditional Prediction ROC Bands for Graph Classification Yujia Wu Bo Yang Elynn Chen Yuzhou Chen Zheshi Zheng UQCV 44 2 0 20 Oct 2024
Tensor-Fused Multi-View Graph Contrastive Learning Yujia Wu Junyi Mo Elynn Chen Yuzhou Chen 50 1 0 20 Oct 2024
GraphNarrator: Generating Textual Explanations for Graph Neural Networks Bo Pan Zhen Xiong Guanchen Wu Zheng Zhang Yifei Zhang Liang Zhao FAtt 74 1 0 20 Oct 2024
DST-TransitNet: A Dynamic Spatio-Temporal Deep Learning Model for Scalable and Efficient Network-Wide Prediction of Station-Level Transit Ridership Jiahao Wang Amer Shalaby AI4TS 26 1 0 19 Oct 2024