EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

26 February 2019

Papers citing "EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs"

50 / 360 papers shown

Title
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs Namyong Park Fuchen Liu Purvanshi Mehta D. Cristofor Christos Faloutsos Yuxiao Dong 21 86 0 15 Feb 2022
Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning Udesh Gunarathna Renata Borovica-Gajic S. Karunasekera E. Tanin AI4CE 8 8 0 13 Jan 2022
Fighting Money Laundering with Statistics and Machine Learning R. Jensen Alexandros Iosifidis 30 13 0 11 Jan 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 24 12 0 20 Dec 2021
Self-Supervised Dynamic Graph Representation Learning via Temporal Subgraph Contrast Linpu Jiang Ke-Jia Chen Jingqiang Chen SSL 26 10 0 16 Dec 2021
Fast Computation of Generalized Eigenvectors for Manifold Graph Embedding Fei Chen Gene Cheung Xue Zhang 19 3 0 15 Dec 2021
A Review on Graph Neural Network Methods in Financial Applications Jianian Wang Shenmin Zhang Yanghua Xiao Rui Song AI4TS 29 104 0 27 Nov 2021
DyFormer: A Scalable Dynamic Graph Transformer with Provable Benefits on Generalization Ability Weilin Cong Yanhong Wu Yuandong Tian Mengting Gu Yinglong Xia C. Chen Mehrdad Mahdavi AI4CE 17 8 0 19 Nov 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 20 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 13 0 0 26 Oct 2021
Event Detection on Dynamic Graphs Mert Kosan A. Silva Sourav Medya Brian Uzzi Ambuj K. Singh 19 10 0 23 Oct 2021
Using NASA Satellite Data Sources and Geometric Deep Learning to Uncover Hidden Patterns in COVID-19 Clinical Severity I. Segovia-Dominguez Huikyo Lee Zhiwei Zhen Yuzhou Chen M. Garay Daniel Crichton R. Wagh Yulia R. Gel 19 1 0 21 Oct 2021
Asymmetric Graph Representation Learning Zhuo Tan B. Liu Guosheng Yin 24 1 0 14 Oct 2021
Revisiting Latent-Space Interpolation via a Quantitative Evaluation Framework Lu Mi Tianxing He Core Francisco Park Hao Wang Yue Wang Nir Shavit 25 10 0 13 Oct 2021
GCN-SE: Attention as Explainability for Node Classification in Dynamic Graphs Yucai Fan Yuhang Yao Carlee Joe-Wong GNN 12 20 0 11 Oct 2021
Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction Jinyin Chen Haiyang Xiong Haibin Zheng Jian Andrew Zhang Guodong Jiang Yi Liu AAML SILM AI4CE 43 10 0 08 Oct 2021
Space-Time Graph Neural Networks Samar Hadou Charilaos I. Kanatsoulis Alejandro Ribeiro AI4TS 23 17 0 06 Oct 2021
Meta-Reinforcement Learning via Buffering Graph Signatures for Live Video Streaming Events Stefanos Antaris Dimitrios Rafailidis Sarunas Girdzijauskas OffRL 11 0 0 03 Oct 2021
DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs Mengjia Xu Apoorva Vikram Singh George Karniadakis AI4CE 46 9 0 28 Sep 2021
ConTIG: Continuous Representation Learning on Temporal Interaction Graphs Xu Yan Xiaoliang Fan Peizhen Yang Zonghan Wu Shirui Pan Longbiao Chen Yu Zang Cheng-Yu Wang 8 6 0 27 Sep 2021
Dynamic Sequential Graph Learning for Click-Through Rate Prediction Yunfei Chu Xiaofu Chang Kunyang Jia Jingzhen Zhou Hongxia Yang 18 3 0 26 Sep 2021
Efficient Scaling of Dynamic Graph Neural Networks Venkatesan T. Chakaravarthy Shivmaran S. Pandian S. Raje Yogish Sabharwal Toyotaro Suzumura Shashanka Ubaru GNN 31 22 0 16 Sep 2021
SeDyT: A General Framework for Multi-Step Event Forecasting via Sequence Modeling on Dynamic Entity Embeddings Hongkuan Zhou James Orme-Rogers R. Kannan Viktor Prasanna AI4TS 31 4 0 09 Sep 2021
Spatio-Temporal Dynamic Inference Network for Group Activity Recognition Hangjie Yuan Dong Ni Mang Wang AI4CE 17 80 0 26 Aug 2021
Temporal Graph Network Embedding with Causal Anonymous Walks Representations Ilya Makarov Andrey V. Savchenko Arseny Korovko Leonid Sherstyuk Nikita Severin Aleksandr Mikheev Dmitrii Babaev 24 6 0 19 Aug 2021
Blockchain Phishing Scam Detection via Multi-channel Graph Classification Dunjie Zhang Jinyin Chen 31 28 0 19 Aug 2021
SPAN: Subgraph Prediction Attention Network for Dynamic Graphs Yuan Li Chuanchang Chen Y. Tao Hai Lin GNN 22 1 0 17 Aug 2021
RRLFSOR: An Efficient Self-Supervised Learning Strategy of Graph Convolutional Networks Feng Sun Ajith Kumar Guanci Yang Qikui Zhu Yiyun Zhang Ansi Zhang Dhruv Makwana SSL GNN 36 0 0 17 Aug 2021
Causal Incremental Graph Convolution for Recommender System Retraining Sihao Ding Fuli Feng Xiangnan He Yong Liao Jun Shi Yongdong Zhang CML CLL BDL GNN 32 35 0 16 Aug 2021
A Deep Graph Reinforcement Learning Model for Improving User Experience in Live Video Streaming Stefanos Antaris Dimitrios Rafailidis Sarunas Girdzijauskas OffRL 14 1 0 28 Jul 2021
Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification Fuad M. Noman C. Ting Hakmook Kang Rapharl Phan Brian D. Boyd Warren D. Taylor H. Ombao 13 26 0 27 Jul 2021
Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space Menglin Yang Min Zhou Marcus Kalander Zengfeng Huang Irwin King 33 121 0 08 Jul 2021
Probing GNN Explainers: A Rigorous Theoretical and Empirical Analysis of GNN Explanation Methods Chirag Agarwal Marinka Zitnik Himabindu Lakkaraju 24 51 0 16 Jun 2021
Neural Predicting Higher-order Patterns in Temporal Networks Yunyu Liu Jianzhu Ma Pan Li 19 29 0 10 Jun 2021
Graph Belief Propagation Networks J. Jia Cenk Baykal Vamsi K. Potluru Austin R. Benson GNN 14 3 0 06 Jun 2021
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs Zixuan Li Xiaolong Jin Saiping Guan Wei Li Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 28 103 0 01 Jun 2021
How effective are Graph Neural Networks in Fraud Detection for Network Data? Ronald D. R. Pereira Fabrício Murai GNN 20 7 0 30 May 2021
Robust Dynamic Network Embedding via Ensembles Chengbin Hou Guoji Fu Peng Yang Zheng Hu Shan He Ke Tang 17 2 0 30 May 2021
Times Series Forecasting for Urban Building Energy Consumption Based on Graph Convolutional Network Yuqing Hu X. Cheng Suhang Wang Jianli Chen Tianxiang Zhao Enyan Dai GNN AI4TS AI4CE 19 75 0 27 May 2021
Graph Neural Network Based VC Investment Success Prediction Shiwei Lyu Shuai Ling Kaihao Guo Haipeng Zhang Kunpeng Zhang Suting Hong Qing Ke Jinjie Gu GNN 17 6 0 25 May 2021
Multi-Aspect Temporal Network Embedding: A Mixture of Hawkes Process View Yu-Jeong Chang Guannan Liu Y. Zuo Junjie Wu 11 3 0 18 May 2021
TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning Lu Wang Xiaofu Chang Shuang Li Yunfei Chu Hui Li Wei Zhang Xiaofeng He Le Song Jingren Zhou Hongxia Yang 21 51 0 17 May 2021
Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting Yuzhou Chen I. Segovia-Dominguez Yulia R. Gel AI4TS 21 137 0 10 May 2021
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models Benedek Rozemberczki P. Scherer Yixuan He G. Panagopoulos Alexander Riedel ... Oliver Kiss Ferenc Béres Guzmán López Nicolas Collignon Rik Sarkar AI4CE 29 199 0 15 Apr 2021
DyGCN: Dynamic Graph Embedding with Graph Convolutional Network Zeyu Cui Zekun Li Shu Wu Xiaoyu Zhang Qiang Liu Liang Wang Mengmeng Ai GNN 4 12 0 07 Apr 2021
Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs Li Sun Zhongbao Zhang Jiawei Zhang Feiyang Wang Hao Peng Sen Su Philip S. Yu BDL 13 73 0 06 Apr 2021
Dynamic Network Embedding Survey Guotong Xue Ming Zhong Jianxin Li Jia Chen C. Zhai Ruochen Kong AI4TS 9 163 0 29 Mar 2021
On the Equivalence Between Temporal and Static Graph Representations for Observational Predictions Jianfei Gao Bruno Ribeiro 29 11 0 12 Mar 2021
Spatial-Temporal Tensor Graph Convolutional Network for Traffic Prediction Xuran Xu Tong Zhang Chunyan Xu Zhen Cui Jian Yang GNN 18 3 0 10 Mar 2021