AM-GCN: Adaptive Multi-channel Graph Convolutional Networks

5 July 2020

Peng Cui

Papers citing "AM-GCN: Adaptive Multi-channel Graph Convolutional Networks"

46 / 96 papers shown

Title
Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN Kuan Li Yang Liu Xiang Ao Jianfeng Chi Jinghua Feng Hao Yang Qing He AAML 44 63 0 30 Jun 2022
Propagation with Adaptive Mask then Training for Node Classification on Attributed Networks Jinsong Chen Boyu Li Qiuting He Kun He 30 0 0 21 Jun 2022
TeKo: Text-Rich Graph Neural Networks with External Knowledge Zhizhi Yu Di Jin Jianguo Wei Ziyang Liu Yue Shang Yun Xiao Jiawei Han Lingfei Wu 32 4 0 15 Jun 2022
Geometer: Graph Few-Shot Class-Incremental Learning via Prototype Representation Bin Lu Xiaoying Gan Lina Yang Weinan Zhang Luoyi Fu Xinbing Wang CLL 11 27 0 27 May 2022
TrustGNN: Graph Neural Network based Trust Evaluation via Learnable Propagative and Composable Nature Cuiying Huo Di Jin Chundong Liang Dongxiao He Tie Qiu Lingfei Wu 34 13 0 25 May 2022
Select and Calibrate the Low-confidence: Dual-Channel Consistency based Graph Convolutional Networks S. Shi Jian Chen Kai Qiao Shuai Yang Linyuan Wang B. Yan GNN 19 1 0 08 May 2022
Spiking Graph Convolutional Networks Zulun Zhu Jiaying Peng Jintang Li Liang Chen Qi Yu Siqiang Luo GNN 17 46 0 05 May 2022
Graph-DETR3D: Rethinking Overlapping Regions for Multi-View 3D Object Detection Zehui Chen Zhenyu Li Shiquan Zhang Liangji Fang Qinhong Jiang Feng Zhao 21 45 0 25 Apr 2022
BSAL: A Framework of Bi-component Structure and Attribute Learning for Link Prediction Bisheng Li Min Zhou Shengzhong Zhang Menglin Yang Defu Lian Zengfeng Huang 34 11 0 18 Apr 2022
Multi-view graph structure learning using subspace merging on Grassmann manifold Razieh Ghiasi Hossein Amirkhani A. Bosaghzadeh 15 1 0 11 Apr 2022
Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily Xiaojun Ma Qinkai Chen Yuanyi Ren Guojie Song Liang Wang 17 22 0 19 Mar 2022
Deep Graph Learning for Anomalous Citation Detection Jiaying Liu Feng Xia Xu Feng Jing Ren Huan Liu 24 41 0 23 Feb 2022
Decoupling the Depth and Scope of Graph Neural Networks Hanqing Zeng Muhan Zhang Yinglong Xia Ajitesh Srivastava Andrey Malevich R. Kannan Viktor Prasanna Long Jin Ren Chen GNN 33 142 0 19 Jan 2022
Powerful Graph Convolutioal Networks with Adaptive Propagation Mechanism for Homophily and Heterophily Tao Wang Rui-xia Wang Di Jin Dongxiao He Yuxiao Huang 13 29 0 27 Dec 2021
Dynamic Graph Learning-Neural Network for Multivariate Time Series Modeling Zhuoling Li Gaowei Zhang Lingyu Xu Jie Yu AI4TS 16 2 0 06 Dec 2021
Deep Attention-guided Graph Clustering with Dual Self-supervision Zhihao Peng Hui Liu Yuheng Jia Junhui Hou 26 22 0 10 Nov 2021
Latent Structure Mining with Contrastive Modality Fusion for Multimedia Recommendation Jinghao Zhang Yanqiao Zhu Qiang Liu Mengqi Zhang Shu Wu Liang Wang 22 34 0 01 Nov 2021
GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily Lun Du Xiaozhou Shi Qiang Fu Xiaojun Ma Hengyu Liu Shi Han Dongmei Zhang 40 104 0 29 Oct 2021
Graph Partner Neural Networks for Semi-Supervised Learning on Graphs Langzhang Liang Cuiyun Gao Shiyi Chen Shishi Duan Y. Pan Junjin Zheng Lei Wang Zenglin Xu 36 0 0 18 Oct 2021
DPGNN: Dual-Perception Graph Neural Network for Representation Learning Li Zhou Wenyu Chen DingYi Zeng Shaohuan Cheng Wanlong Liu Malu Zhang Hong Qu 21 8 0 15 Oct 2021
Stable Prediction on Graphs with Agnostic Distribution Shift Shengyu Zhang Kun Kuang J. Qiu Jin Yu Zhou Zhao Hongxia Yang Zhongfei Zhang Fei Wu OOD 39 8 0 08 Oct 2021
Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration Xiao Wang Hongrui Liu Chuan Shi Cheng Yang UQCV 109 113 0 29 Sep 2021
Heterogeneous Graph Neural Network with Multi-view Representation Learning Zezhi Shao Yongjun Xu Wei Wei Fei Wang Zhao Zhang Feida Zhu 25 20 0 31 Aug 2021
Single Node Injection Attack against Graph Neural Networks Shuchang Tao Qi Cao Huawei Shen Junjie Huang Yunfan Wu Xueqi Cheng AAML GNN 16 66 0 30 Aug 2021
Blockchain Phishing Scam Detection via Multi-channel Graph Classification Dunjie Zhang Jinyin Chen 31 28 0 19 Aug 2021
Attention-driven Graph Clustering Network Zhihao Peng Hui Liu Yuheng Jia Junhui Hou GNN 30 102 0 12 Aug 2021
Self-supervised Consensus Representation Learning for Attributed Graph Changshu Liu Liangjiang Wen Zhao Kang Guangchun Luo Ling Tian SSL 40 50 0 10 Aug 2021
Jointly Attacking Graph Neural Network and its Explanations Wenqi Fan Wei Jin Xiaorui Liu Han Xu Xianfeng Tang Suhang Wang Qing Li Jiliang Tang Jianping Wang Charu C. Aggarwal AAML 42 28 0 07 Aug 2021
EGC2: Enhanced Graph Classification with Easy Graph Compression Jinyin Chen Haiyang Xiong Haibin Zheng Dunjie Zhang Jian Zhang Mingwei Jia Yi Liu AAML 24 15 0 16 Jul 2021
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering Jianyu Wang Bingkun Bao Changsheng Xu 19 75 0 10 Jul 2021
Data Augmentation for Graph Convolutional Network on Semi-Supervised Classification Zheng Tang Ziyue Qiao Xuehai Hong Yang Wang Fayaz Ali Dharejo Yuanchun Zhou Yi Du GNN 19 14 0 16 Jun 2021
AKE-GNN: Effective Graph Learning with Adaptive Knowledge Exchange Liang Zeng Jin Xu Zijun Yao Yanqiao Zhu Jian Li 22 1 0 10 Jun 2021
Self-Supervised Graph Learning with Proximity-based Views and Channel Contrast Wei Zhuo Guang Tan SSL 19 0 0 07 Jun 2021
Relational Graph Neural Network Design via Progressive Neural Architecture Search Ailing Zeng Minhao Liu Zhiwei Liu Ruiyuan Gao Jing Qin Qiang Xu 19 0 0 30 May 2021
Maximizing Mutual Information Across Feature and Topology Views for Learning Graph Representations Xiaolong Fan Maoguo Gong Yue Wu Hao Li SSL 25 4 0 14 May 2021
A Knowledge Enhanced Learning and Semantic Composition Model for Multi-Claim Fact Checking Shuai Wang Penghui Wei Jiahao Zhao Wenji Mao KELM 19 0 0 27 Apr 2021
Mining Latent Structures for Multimedia Recommendation Jinghao Zhang Yanqiao Zhu Qiang Liu Shu Wu Shuhui Wang Liang Wang BDL 59 184 0 19 Apr 2021
Edgeless-GNN: Unsupervised Representation Learning for Edgeless Nodes Yong-Min Shin Cong Tran Won-Yong Shin Xin Cao SSL 19 6 0 12 Apr 2021
Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed Yuli Jiang Yu Rong Hong Cheng Xin Huang Kangfei Zhao Junzhou Huang GNN 6 40 0 08 Apr 2021
How Framelets Enhance Graph Neural Networks Xuebin Zheng Bingxin Zhou Junbin Gao Yu Guang Wang Pietro Lió Ming Li Guido Montúfar 59 69 0 13 Feb 2021
Self-Supervised Deep Graph Embedding with High-Order Information Fusion for Community Discovery Shuliang Xu Sheng-lan Liu Lin Feng SSL 11 2 0 05 Feb 2021
GraphAttacker: A General Multi-Task GraphAttack Framework Jinyin Chen Dunjie Zhang Zhaoyan Ming Kejie Huang Wenrong Jiang Chen Cui AAML 36 14 0 18 Jan 2021
Beyond Low-frequency Information in Graph Convolutional Networks Deyu Bo Xiao Wang C. Shi Huawei Shen GNN 94 562 0 04 Jan 2021
Deep Graph Neural Networks with Shallow Subgraph Samplers Hanqing Zeng Muhan Zhang Yinglong Xia Ajitesh Srivastava Andrey Malevich R. Kannan Viktor Prasanna Long Jin Ren Chen GNN 14 24 0 02 Dec 2020
Automorphic Equivalence-aware Graph Neural Network Fengli Xu Quanming Yao Pan Hui Yong Li 23 5 0 09 Nov 2020
Joint Use of Node Attributes and Proximity for Semi-Supervised Classification on Graphs Arpit Merchant M. Mathioudakis 10 1 0 22 Oct 2020