Dynamic Graph Convolutional Networks

20 April 2017

Papers citing "Dynamic Graph Convolutional Networks"

50 / 102 papers shown

Title
DyGSSM: Multi-view Dynamic Graph Embeddings with State Space Model Gradient Update Bizhan Alipour Pijan Serdar Bozdag 29 0 0 13 May 2025
Understanding GNNs and Homophily in Dynamic Node Classification Michael Ito Danai Koutra Jenna Wiens 87 1 0 29 Apr 2025
High-order Graph Neural Networks with Common Neighbor Awareness for Link Prediction Ling Wang Minglian Han AI4CE 25 0 0 26 Apr 2025
Network Alignment R. Tang Ziyun Yong Shuyu Jiang Xingshu Chen Yong-Jin Liu Yang Zhang Gui-Quan Sun Wei Wang 38 0 0 15 Apr 2025
Enhancing Social Media Rumor Detection: A Semantic and Graph Neural Network Approach for the 2024 Global Election Liu Yan Liu Yunpeng Zhao Liang 55 0 0 03 Mar 2025
Hypergraph-Based Dynamic Graph Node Classification Xiaoxu Ma Chen Zhao Minglai Shao Yujie Lin 46 0 0 31 Dec 2024
Efficiently Scanning and Resampling Spatio-Temporal Tasks with Irregular Observations Bryce Ferenczi Michael G. Burke Tom Drummond 31 0 0 11 Oct 2024
A Novel Spatiotemporal Coupling Graph Convolutional Network Fanghui Bi 40 0 0 09 Aug 2024
Spatial-temporal Graph Convolutional Networks with Diversified Transformation for Dynamic Graph Representation Learning Ling Wang Yixiang Huang Hao Wu 35 0 0 05 Aug 2024
An Extended Kalman Filter Integrated Latent Feature Model on Dynamic Weighted Directed Graphs Hongxun Zhou Xiangyu Chen Ye Yuan 14 0 0 31 Jul 2024
ModeConv: A Novel Convolution for Distinguishing Anomalous and Normal Structural Behavior Melanie Schaller Daniel Schlor Andreas Hotho 23 3 0 28 Jun 2024
A Comprehensive Survey of Dynamic Graph Neural Networks: Models, Frameworks, Benchmarks, Experiments and Challenges ZhengZhao Feng Rui Wang TianXing Wang Mingli Song Sai Wu Shuibing He AI4CE 32 10 0 01 May 2024
A survey of dynamic graph neural networks Yanping Zheng Lu Yi Zhewei Wei AI4TS AI4CE 27 7 0 28 Apr 2024
Graph Convolutional Network For Semi-supervised Node Classification With Subgraph Sketching Zibin Huang Jun Xian GNN 42 0 0 19 Apr 2024
Node Classification via Semantic-Structural Attention-Enhanced Graph Convolutional Networks Hongyin Zhu GNN 38 0 0 24 Mar 2024
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs Anson Bastos Kuldeep Singh Abhishek Nadgeri Manish Singh Toyotaro Suzumura 24 1 0 25 Feb 2024
Attention-based Dynamic Multilayer Graph Neural Networks for Loan Default Prediction Sahab Zandi Kamesh Korangi María Óskarsdóttir Christophe Mues Cristián Bravo 19 5 0 01 Feb 2024
Machine Learning on Dynamic Graphs: A Survey on Applications Sanaz Hasanzadeh Fard AI4CE 26 3 0 16 Jan 2024
Tensor Graph Convolutional Network for Dynamic Graph Representation Learning Ling Wang Ye Yuan GNN AI4CE 27 8 0 13 Jan 2024
Multi-perspective Feedback-attention Coupling Model for Continuous-time Dynamic Graphs Xiaobo Zhu Yan Wu Zhipeng Li Hailong Su Jin Che Zhanheng Chen Liying Wang 21 0 0 13 Dec 2023
GraphPro: Graph Pre-training and Prompt Learning for Recommendation Yuhao Yang Lianghao Xia Da Luo Kangyi Lin Chao Huang AI4CE 45 15 0 28 Nov 2023
Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization Haonan Yuan Qingyun Sun Xingcheng Fu Ziwei Zhang Cheng Ji Hao Peng Jianxin Li OOD 30 16 0 18 Nov 2023
Calibrate and Boost Logical Expressiveness of GNN Over Multi-Relational and Temporal Graphs Yeyuan Chen Dingmin Wang 24 0 0 03 Nov 2023
Embedding in Recommender Systems: A Survey Xiangyu Zhao Maolin Wang Xinjian Zhao Jiansheng Li Shucheng Zhou Dawei Yin Qing Li Jiliang Tang Ruocheng Guo AI4TS 38 10 0 28 Oct 2023
Technical Report of 2023 ABO Fine-grained Semantic Segmentation Competition Zeyu Dong 3DPC 11 0 0 30 Sep 2023
Filtration Surfaces for Dynamic Graph Classification Franz Srambical Bastian Alexander Rieck 19 1 0 07 Sep 2023
GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation Wei Zhou Qian Wang Weiwei Jin X. Shi Yong Yu ViT 3DPC 29 5 0 24 May 2023
Decoupled Graph Neural Networks for Large Dynamic Graphs Yanping Zheng Zhewei Wei Jiajun Liu GNN BDL AI4TS AI4CE 26 13 0 14 May 2023
H2CGL: Modeling Dynamics of Citation Network for Impact Prediction Guoxiu He Zhi Xue Zhuoren Jiang Yangyang Kang Star X. Zhao Wei Lu 21 10 0 16 Apr 2023
DGNN-Booster: A Generic FPGA Accelerator Framework For Dynamic Graph Neural Network Inference Han-Chen Chen Cong Hao GNN AI4CE 36 9 0 13 Apr 2023
Dynamic Graph Representation Learning with Neural Networks: A Survey Leshanshui Yang Sébastien Adam Clément Chatelain AI4TS AI4CE 39 14 0 12 Apr 2023
Who Should I Engage with At What Time? A Missing Event Aware Temporal Graph Neural Network Mingyi Liu Zhiying Tu Xiaofei Xu Zhongjie Wang AI4TS 18 2 0 20 Jan 2023
Dynamic Graph Node Classification via Time Augmentation Jiarui Sun Mengting Gu Chin-Chia Michael Yeh Yujie Fan Girish Chowdhary Wei Zhang 23 1 0 07 Dec 2022
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions Anson Bastos Abhishek Nadgeri Kuldeep Singh Toyotaro Suzumura Manish Singh 41 7 0 22 Nov 2022
Search to Pass Messages for Temporal Knowledge Graph Completion Zhen Wang Haotong Du Quanming Yao Xuelong Li 22 11 0 30 Oct 2022
Generalized Laplacian Regularized Framelet Graph Neural Networks Zhiqi Shao Andi Han Dai Shi A. Vasnev Junbin Gao 12 0 0 27 Oct 2022
Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding Sirui Li Kok Wai Wong Dengya Zhu C. Fung GNN 22 1 0 21 Oct 2022
Provably expressive temporal graph networks Amauri Souza Diego Mesquita Samuel Kaski Vikas K. Garg 89 54 0 29 Sep 2022
Neighborhood-aware Scalable Temporal Network Representation Learning Yu Luo Pan Li GNN AI4TS 29 47 0 02 Sep 2022
Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution Yu Yang Hongzhi Yin Jiannong Cao Tong Chen Quoc Viet Hung Nguyen Xiaofang Zhou Lei Chen 6 12 0 01 Jul 2022
Graph-Time Convolutional Neural Networks: Architecture and Theoretical Analysis Mohammad Sabbaqi Elvin Isufi GNN AI4TS 40 14 0 30 Jun 2022
Instant Graph Neural Networks for Dynamic Graphs Yanping Zheng Hanzhi Wang Zhewei Wei Jiajun Liu Sibo Wang GNN 27 20 0 03 Jun 2022
Graph Neural Networks Designed for Different Graph Types: A Survey J. M. Thomas Alice Moallemy-Oureh Silvia Beddar-Wiesing Clara Holzhuter 26 29 0 06 Apr 2022
Graph similarity learning for change-point detection in dynamic networks Déborah Sulem Henry Kenlay Mihai Cucuringu Xiaowen Dong 35 14 0 29 Mar 2022
Encoder-Decoder Architecture for Supervised Dynamic Graph Learning: A Survey Yuecai Zhu Fuyuan Lyu Chengming Hu X. Chen Xue Liu AI4TS AI4CE 21 20 0 20 Mar 2022
Time-aware Graph Neural Networks for Entity Alignment between Temporal Knowledge Graphs Chengjin Xu Fenglong Su Jens Lehmann AI4TS 22 49 0 04 Mar 2022
Lifelong Learning on Evolving Graphs Under the Constraints of Imbalanced Classes and New Classes Lukas Galke Iacopo Vagliano Benedikt Franke Tobias Zielke Marcel Hoffmann A. Scherp CLL 29 12 0 20 Dec 2021
Spectral Transform Forms Scalable Transformer Bingxin Zhou Xinliang Liu Yuehua Liu Yunyin Huang Pietro Lió Yuguang Wang 52 6 0 15 Nov 2021
Learning to Evolve on Dynamic Graphs Xintao Xiang Tiancheng Huang Donglin Wang 28 4 0 13 Nov 2021
TME-BNA: Temporal Motif-Preserving Network Embedding with Bicomponent Neighbor Aggregation Ling Chen Da Wang Dandan Lyu Xing Tang Hongyu Shi 19 0 0 26 Oct 2021