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
TrustGuard: GNN-based Robust and Explainable Trust Evaluation with Dynamicity Support Jie Wang Zheng Yan Jiahe Lan Elisa Bertino Witold Pedrycz 20 11 0 23 Jun 2023
Prediction of Deep Ice Layer Thickness Using Adaptive Recurrent Graph Neural Networks Benjamin Zalatan Maryam Rahnemoonfar AI4CE 32 4 0 22 Jun 2023
Realistic Synthetic Financial Transactions for Anti-Money Laundering Models Erik Altman Jovan Blanuvsa Luc von Niederhäusern Béni Egressy Andreea Anghel Kubilay Atasu 42 37 0 22 Jun 2023
CAT-Walk: Inductive Hypergraph Learning via Set Walks Ali Behrouz Farnoosh Hashemi Sadaf Sadeghian Margo Seltzer 31 16 0 19 Jun 2023
Accelerating Dynamic Network Embedding with Billions of Parameter Updates to Milliseconds Haoran Deng Yang Yang Jiahe Li Haoyang Cai Shi Pu Weihao Jiang 30 5 0 15 Jun 2023
Multi-Temporal Relationship Inference in Urban Areas Shuangli Li Jingbo Zhou Ji Liu Tong Bill Xu Enhong Chen Hui Xiong 27 3 0 15 Jun 2023
Time-aware Graph Structure Learning via Sequence Prediction on Temporal Graphs Haozhen Zhang Xueting Han Xi Xiao Jing Bai 19 8 0 13 Jun 2023
arXiv4TGC: Large-Scale Datasets for Temporal Graph Clustering Meng Liu K. Liang Yue Liu Siwei Wang Sihang Zhou Xinwang Liu AI4CE 21 4 0 08 Jun 2023
Exploring and Verbalizing Academic Ideas by Concept Co-occurrence Yi Xu Shuqian Sheng Bo Xue Luoyi Fu Xinbing Wang Cheng Zhou 32 8 0 04 Jun 2023
Graph Sparsification for GCN Towards Optimal Crop Yield Predictions Saghar Bagheri Gene Cheung T. Eadie 8 0 0 02 Jun 2023
Continual Learning on Dynamic Graphs via Parameter Isolation Peiyan Zhang Yuchen Yan Chaozhuo Li Senzhang Wang Xing Xie Guojie Song Sunghun Kim 61 35 0 23 May 2023
SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs Sheng Tian Jihai Dong Jintang Li Wenlong Zhao Xiaolong Xu Baokun Wang Bowen Song Changhua Meng Tianyi Zhang Liang Chen 41 30 0 23 May 2023
Instant Representation Learning for Recommendation over Large Dynamic Graphs Cheng Wu Chao-Hong Wang Jingcao Xu Ziwei Fang Tiankai Gu Changping Wang Yang Song Kai Zheng Xiaowei Wang Guorui Zhou AI4TS 32 6 0 22 May 2023
Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain Poupak Azad Baris Coskunuzer Murat Kantarcioglu Cüneyt Gürcan Akçora 17 0 0 18 May 2023
Deep Temporal Graph Clustering Meng Liu Yue Liu K. Liang Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu 35 47 0 18 May 2023
Less Can Be More: Unsupervised Graph Pruning for Large-scale Dynamic Graphs Jintang Li Sheng Tian Ruofan Wu Liang Zhu Welong Zhao Changhua Meng Liang Chen Zibin Zheng Hongzhi Yin 34 10 0 18 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
Dynamic Graph Representation Learning for Depression Screening with Transformer Ai-Te Kuo Haiquan Chen Yu-Hsuan Kuo Wei-Shinn Ku 21 3 0 10 May 2023
Analysis of different temporal graph neural network configurations on dynamic graphs Rishu Verma Ashmita Bhattacharya Sai Naveen Katla 12 1 0 02 May 2023
EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs Haohui Wang Yuzhen Mao Yujun Yan Yaoqing Yang Jianhui Sun ... Si Zhang Alison Hu Edward Bowen Tyler Cody Dawei Zhou 44 2 0 01 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
Temporal Aggregation and Propagation Graph Neural Networks for Dynamic Representation Tongya Zheng Xinchao Wang Zunlei Feng Jie Song Yunzhi Hao Mingli Song Xingen Wang Xinyu Wang Chun-Yen Chen AI4TS 24 11 0 15 Apr 2023
HGWaveNet: A Hyperbolic Graph Neural Network for Temporal Link Prediction Qijie Bai Chang Nie Haiwei Zhang Dongming Zhao Xiaojie Yuan 14 20 0 14 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
Boosting long-term forecasting performance for continuous-time dynamic graph networks via data augmentation Yu Tian Mingjie Zhu Jiachi Luo Song Li 24 0 0 12 Apr 2023
Dynamic Graph Representation Learning with Neural Networks: A Survey Leshanshui Yang Sébastien Adam Clément Chatelain AI4TS AI4CE 36 14 0 12 Apr 2023
InfluencerRank: Discovering Effective Influencers via Graph Convolutional Attentive Recurrent Neural Networks Seungbae Kim Jyun-Yu Jiang Jinyoung Han Wei Wang GNN 11 4 0 04 Apr 2023
Mind the Label Shift of Augmentation-based Graph OOD Generalization Junchi Yu Jian Liang R. He 34 27 0 27 Mar 2023
Towards Better Dynamic Graph Learning: New Architecture and Unified Library Le Yu Leilei Sun Bowen Du Weifeng Lv AI4CE 26 96 0 23 Mar 2023
EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning Chao Chen Haoyu Geng Nianzu Yang Xiaokang Yang Junchi Yan 27 8 0 22 Mar 2023
CS-TGN: Community Search via Temporal Graph Neural Networks Farnoosh Hashemi Ali Behrouz Milad Rezaei Hajidehi 11 14 0 15 Mar 2023
Traffic4cast at NeurIPS 2022 -- Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors M. Neun Christian Eichenberger Henry Martin M. Spanring Rahul Siripurapu ... Kevin Malm Fei Tang Michael K Kopp David P. Kreil Sepp Hochreiter 26 7 0 14 Mar 2023
Catch Me If You Can: Semi-supervised Graph Learning for Spotting Money Laundering Md. Rezaul Karim Felix Hermsen S. Chala Paola de Perthuis Avikarsha Mandal 23 4 0 23 Feb 2023
FTM: A Frame-level Timeline Modeling Method for Temporal Graph Representation Learning Bowen Cao Qichen Ye Weiyuan Xu Yuexian Zou 25 1 0 23 Feb 2023
Do We Really Need Complicated Model Architectures For Temporal Networks? Weilin Cong Si Zhang Jian Kang Baichuan Yuan Hao Wu Xin Zhou Hanghang Tong Mehrdad Mahdavi GNN AI4TS 31 113 0 22 Feb 2023
Learning Dynamic Graph Embeddings with Neural Controlled Differential Equations Tiexin Qin Benjamin Walker Terry Lyons Hongfei Yan Haoliang Li BDL AI4CE 11 3 0 22 Feb 2023
GTRL: An Entity Group-Aware Temporal Knowledge Graph Representation Learning Method Xing Tang Ling-Hao Chen AI4TS 14 4 0 22 Feb 2023
Self-Supervised Temporal Graph learning with Temporal and Structural Intensity Alignment Meng Liu K. Liang Bin Xiao Wenxuan Tu Sihang Zhou Xihong Yang Xinwang Liu Yue Liu 23 68 0 15 Feb 2023
Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities Antonio Longa Veronica Lachi G. Santin Monica Bianchini Bruno Lepri Pietro Lió F. Scarselli Andrea Passerini AI4CE 23 50 0 02 Feb 2023
Continual Graph Learning: A Survey Qiao Yuan S. Guan Pin Ni Tianlun Luo Ka Lok Man Prudence W. H. Wong Victor I. Chang CLL 24 14 0 28 Jan 2023
DBGDGM: Dynamic Brain Graph Deep Generative Model Alexander Campbell Simeon E. Spasov N. Toschi Pietro Lio' 22 0 0 26 Jan 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
Evolve Path Tracer: Early Detection of Malicious Addresses in Cryptocurrency Ling Cheng Feida Zhu Y. Wang Rui Liang Huiwen Liu 26 8 0 13 Jan 2023
PiPAD: Pipelined and Parallel Dynamic GNN Training on GPUs Chunyang Wang Desen Sun Yunru Bai GNN AI4CE 47 15 0 01 Jan 2023
Graph Learning and Its Advancements on Large Language Models: A Holistic Survey Shaopeng Wei Yu Zhao Xingyan Chen Qing Li Fuzhen Zhuang Ji Liu Fuji Ren Gang Kou AI4CE 21 5 0 17 Dec 2022
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal K. Liang Lingyuan Meng Meng Liu Yue Liu Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu Fu Sun LRM 26 108 0 12 Dec 2022
A Frequency-Structure Approach for Link Stream Analysis Esteban Bautista Matthieu Latapy 19 2 0 07 Dec 2022
Dynamic Graph Node Classification via Time Augmentation Jiarui Sun Mengting Gu Chin-Chia Michael Yeh Yujie Fan Girish Chowdhary Wei Zhang 18 1 0 07 Dec 2022
Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton Kai-Shiang Chang Wei-Yao Wang Wen-Chih Peng AI4TS 31 14 0 22 Nov 2022
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions Anson Bastos Abhishek Nadgeri Kuldeep Singh Toyotaro Suzumura Manish Singh 38 7 0 22 Nov 2022