Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

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

50 / 7,588 papers shown

Title
Learning from Heterogeneity: A Dynamic Learning Framework for Hypergraphs Tiehua Zhang Yuze Liu Zhishu Shen Xingjun Ma Xin Chen Xiaowei Huang Jun-Jian Yin 63 6 0 31 Dec 2024
PyG-SSL: A Graph Self-Supervised Learning Toolkit Lecheng Zheng Baoyu Jing Zihao Li Zhichen Zeng Tianxin Wei ... Lihui Liu Dongqi Fu Jiaxuan You Yangqiu Song Jingrui He 62 6 0 31 Dec 2024
On the Probability of Necessity and Sufficiency of Explaining Graph Neural Networks: A Lower Bound Optimization Approach Ruichu Cai Yuxuan Zhu Xuexin Chen Yuan Fang Min-man Wu Jie Qiao Zhifeng Hao 59 7 0 31 Dec 2024
Hypergraph-Based Dynamic Graph Node Classification Xiaoxu Ma Chen Zhao Minglai Shao Yujie Lin 54 0 0 31 Dec 2024
Conformable Convolution for Topologically Aware Learning of Complex Anatomical Structures Yousef Yeganeh Rui Xiao Goktug Guvercin Nassir Navab Azade Farshad MedIm 50 0 0 31 Dec 2024
Causal-aware Graph Neural Architecture Search under Distribution Shifts Peiwen Li Xin Wang Zeyang Zhang Yi Qin Ziwei Zhang Jialong Wang Yang Li Wenwu Zhu CML OOD 74 4 0 31 Dec 2024
NeutronTP: Load-Balanced Distributed Full-Graph GNN Training with Tensor Parallelism Xin Ai Hao Yuan Zeyu Ling Qiange Wang Yanfeng Zhang Zhenbo Fu Chaoyi Chen Yu Gu Ge Yu GNN 57 1 0 29 Dec 2024
Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Meiqi Wu Kaiqi Huang Yuanqiang Cai Shiyu Hu Yuzhong Zhao Weiqiang Wang VGen 45 1 0 27 Dec 2024
Introduction to Graph Neural Networks: A Starting Point for Machine Learning Engineers James H. Tanis Chris Giannella Adrian V. Mariano AI4CE GNN FaML PINN 70 0 0 27 Dec 2024
Context-Aware Deep Learning for Multi Modal Depression Detection Genevieve Lam Huang Dongyan Weisi Lin 52 80 0 26 Dec 2024
Humans as a Calibration Pattern: Dynamic 3D Scene Reconstruction from Unsynchronized and Uncalibrated Videos Changwoon Choi Jeongjun Kim Geonho Cha Minkwan Kim Dongyoon Wee Young Min Kim 3DH 72 0 0 26 Dec 2024
WaveDiffUR: A diffusion SDE-based solver for ultra magnification super-resolution in remote sensing images Yue Shi Liangxiu Han Darren Dancy Lianghao Han DiffM 48 0 0 25 Dec 2024
Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation Sheng Xiang Mingzhi Zhu Dawei Cheng Enxia Li Ruihui Zhao Yi Ouyang Ling Chen Yefeng Zheng GNN 69 60 0 24 Dec 2024
GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural Network Xianfeng Song Yi Zou Zheng Shi Zheng Liu 53 0 0 24 Dec 2024
Line Graph Vietoris-Rips Persistence Diagram for Topological Graph Representation Learning Jaesun Shin Eunjoo Jeon Taewon Cho Namkyeong Cho Youngjune Gwon 49 0 0 23 Dec 2024
Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck Xingcheng Fu Yisen Gao Beining Yang Yuxuan Wu Haodong Qian Qingyun Sun Xianxian Li DD 47 1 0 23 Dec 2024
Rethinking Cancer Gene Identification through Graph Anomaly Analysis Yilong Zang Lingfei Ren Yongqian Li Zhikang Wang David Selby Zheng Wang Sebastian Vollmer Hongzhi Yin Jiangning Song Jiangxu Wu 66 1 0 23 Dec 2024
Modality-Aware Shot Relating and Comparing for Video Scene Detection Jiawei Tan Hongxing Wang Kang Dang Jiaxin Li Zhilong Ou 53 0 0 23 Dec 2024
Attack by Yourself: Effective and Unnoticeable Multi-Category Graph Backdoor Attacks with Subgraph Triggers Pool Jiangtong Li Dungy Liu Dawei Cheng Changchun Jiang AAML 46 0 0 23 Dec 2024
BrainMAP: Learning Multiple Activation Pathways in Brain Networks Song Wang Zhenyu Lei Zhen Tan Jiaqi Ding Xinyu Zhao ... Guorong Wu Tianlong Chen Chen Chen Aiying Zhang Jundong Li 66 0 0 23 Dec 2024
GraphAgent: Agentic Graph Language Assistant Yuhao Yang J. Tang Lianghao Xia Xingchen Zou Keli Zhang Chao Huang LM&Ro 98 1 0 22 Dec 2024
ACL-QL: Adaptive Conservative Level in Q-Learning for Offline Reinforcement Learning Kun Wu Yinuo Zhao Zhihao Xu Zhengping Che Chengxiang Yin C. Liu Qinru Qiu Feiferi Feng OffRL 109 1 0 22 Dec 2024
THeGCN: Temporal Heterophilic Graph Convolutional Network Yuchen Yan Yuzhong Chen Huiyuan Chen Xiaoting Li Zhe Xu Zhichen Zeng Lihui Liu Zhining Liu Yangqiu Song 99 1 0 21 Dec 2024
MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights Jingjing Hu D. Guo Zhan Si Deguang Liu Yunfeng Diao Jingyang Zhang Jinxing Zhou Meng Wang Mamba 120 1 0 21 Dec 2024
Interact with me: Joint Egocentric Forecasting of Intent to Interact, Attitude and Social Actions Tongfei Bian Yiming Ma Mathieu Chollet Victor Sanchez T. Guha EgoV 112 1 0 21 Dec 2024
FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks Siddharth Ambekar Yuhang Yao Ryan Li Carlee Joe-Wong FedML 92 0 0 20 Dec 2024
S $^2$ DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion Tengfei Ma Yujie Chen Liang Wang Xuan Lin Bosheng Song Xiangxiang Zeng 82 0 0 20 Dec 2024
Prompt-based Unifying Inference Attack on Graph Neural Networks Yuecen Wei Xingcheng Fu Lingyun Liu Qingyun Sun Hao Peng Chunming Hu AAML 87 0 0 20 Dec 2024
Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck Van Thuy Hoang O-Joun Lee AI4CE 84 1 0 20 Dec 2024
CLDG: Contrastive Learning on Dynamic Graphs Yiming Xu Bin Shi Teng Ma Bo Dong Haoyi Zhou Qinghua Zheng 128 15 0 19 Dec 2024
GraphAvatar: Compact Head Avatars with GNN-Generated 3D Gaussians Xiaobao Wei Peng Chen Ming Lu Hui Chen Feng Tian 3DGS 93 2 0 18 Dec 2024
Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Malay Pandey Vaishali Jain Nimit Godhani Sachchida Nand Tripathi Piyush Rai DiffM AI4TS AI4CE 80 0 0 18 Dec 2024
Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training Shuyin Xia Xinjun Ma Zhiyuan Liu Cheng Liu Sen Zhao G. Wang 76 2 0 18 Dec 2024
Optimal Exact Recovery in Semi-Supervised Learning: A Study of Spectral Methods and Graph Convolutional Networks Hai-Xiao Wang Zhichao Wang 85 1 0 18 Dec 2024
Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Hanzhe Liang Guoyang Xie Chengbin Hou Bingshu Wang Can Gao Jinbao Wang 3DPC 110 4 0 18 Dec 2024
GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Jianqing Liang Xinkai Wei Min Chen Zhiqiang Wang Jiye Liang 94 0 0 18 Dec 2024
Two Layer Walk: A Community-Aware Graph Embedding He Yu Jiaheng Liu 75 0 0 17 Dec 2024
Shared Attention-based Autoencoder with Hierarchical Fusion-based Graph Convolution Network for sEEG SOZ Identification Huachao Yan K. Guo Shiwei Song Yihai Dai Xiaoqiang Wei Xiaofen Xing Xiangmin Xu 81 0 0 17 Dec 2024
GG-SSMs: Graph-Generating State Space Models Nikola Zubić Davide Scaramuzza Mamba 104 1 0 17 Dec 2024
Generalizable Representation Learning for fMRI-based Neurological Disorder Identification Wenhui Cui H. Akrami Anand A. Joshi Richard M. Leahy 81 0 0 16 Dec 2024
GNN Applied to Ego-nets for Friend Suggestions Evgeny Zamyatin GNN 90 0 0 16 Dec 2024
Designing Semi-Structured Pruning of Graph Convolutional Networks for Skeleton-based Recognition Hichem Sahbi CVBM 79 0 0 16 Dec 2024
A Method for Detecting Legal Article Competition for Korean Criminal Law Using a Case-augmented Mention Graph Seonho An Young Yik Rhim Min-Soo Kim AILaw 84 0 0 16 Dec 2024
Asymmetric Learning for Spectral Graph Neural Networks Fangbing Liu Qing Wang 93 0 0 16 Dec 2024
SE-GCL: An Event-Based Simple and Effective Graph Contrastive Learning for Text Representation Tao Meng Wei Ai Jianbin Li Ze Wang Yuntao Shou Keqin Li AI4TS 86 0 0 16 Dec 2024
GroupFace: Imbalanced Age Estimation Based on Multi-hop Attention Graph Convolutional Network and Group-aware Margin Optimization Yiping Zhang Yuntao Shou Wei Ai Tao Meng Keqin Li CVBM 86 4 0 16 Dec 2024
Knowledge Migration Framework for Smart Contract Vulnerability Detection Luqi Wang Wenbao Jiang 99 0 0 15 Dec 2024
Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model Yujun Li Hongyuan Zhang Yuan Yuan 75 0 0 15 Dec 2024
Embracing Large Language Models in Traffic Flow Forecasting Yusheng Zhao Xiao Luo Haomin Wen Zhiping Xiao Wei Ju Ming Zhang AI4TS 83 0 0 15 Dec 2024
FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Jinliang Shi Shigang Li Youxuan Xu Rongtian Fu Xueying Wang Tong Wu 90 3 0 15 Dec 2024