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
Curriculum Negative Mining For Temporal Networks Ziyue Chen Tongya Zheng Mingli Song 23 2 0 24 Jul 2024
Dynamic Graph Transformer with Correlated Spatial-Temporal Positional Encoding Zhe Wang Sheng Zhou Jiawei Chen Zhen Zhang Binbin Hu Yan Feng Chun-Yen Chen Can Wang AI4TS 31 2 0 24 Jul 2024
Temporal receptive field in dynamic graph learning: A comprehensive analysis Yannis Karmim Leshanshui Yang Raphael Fournier SÑiehotta Clément Chatelain Sébastien Adam Nicolas Thome 30 1 0 17 Jul 2024
UTG: Towards a Unified View of Snapshot and Event Based Models for Temporal Graphs Shenyang Huang Farimah Poursafaei Reihaneh Rabbany Guillaume Rabusseau Emanuele Rossi 32 3 0 17 Jul 2024
Graph in Graph Neural Network Jiongshu Wang Jing Yang Jiankang Deng Hatice Gunes Siyang Song GNN 24 1 0 30 Jun 2024
Empowering Interdisciplinary Insights with Dynamic Graph Embedding Trajectories Yiqiao Jin Andrew Zhao Yeon-Chang Lee Meng Ye Ajay Divakaran Srijan Kumar AI4CE 48 3 0 25 Jun 2024
Efficient and Effective Implicit Dynamic Graph Neural Network Yongjian Zhong Hieu Vu Tianbao Yang Bijaya Adhikari GNN 40 0 0 25 Jun 2024
Learning Spatio-Temporal Patterns of Polar Ice Layers With Physics-Informed Graph Neural Network Zesheng Liu Maryam Rahnemoonfar 29 1 0 21 Jun 2024
Toward Structure Fairness in Dynamic Graph Embedding: A Trend-aware Dual Debiasing Approach Yicong Li Yu Yang Jiannong Cao Shuaiqi Liu Haoran Tang Guandong Xu 35 4 0 19 Jun 2024
RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes Xiaoshan Yu Chuan Qin Dazhong Shen Shangshang Yang Haiping Ma Hengshu Zhu Xingyi Zhang AI4Ed 18 3 0 18 Jun 2024
Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking Xi Chen Chuan Qin Chuyu Fang Chao Wang Chen Zhu Fuzhen Zhuang Hengshu Zhu Hui Xiong 39 3 0 17 Jun 2024
Graph Neural Reaction Diffusion Models Moshe Eliasof Eldad Haber Eran Treister DiffM AI4CE 35 2 0 16 Jun 2024
GPT4Rec: Graph Prompt Tuning for Streaming Recommendation Peiyan Zhang Yuchen Yan Xi Zhang Liying Kang Chaozhuo Li Feiran Huang Senzhang Wang Sunghun Kim 42 7 0 12 Jun 2024
From Link Prediction to Forecasting: Addressing Challenges in Batch-based Temporal Graph Learning Moritz Lampert Christopher Blöcker Ingo Scholtes 37 0 0 07 Jun 2024
AGALE: A Graph-Aware Continual Learning Evaluation Framework Tianqi Zhao Alan Hanjalic Megha Khosla 34 1 0 03 Jun 2024
State Space Models on Temporal Graphs: A First-Principles Study Jintang Li Ruofan Wu Xinzhou Jin Boqun Ma Liang Chen Zibin Zheng 65 3 0 03 Jun 2024
IENE: Identifying and Extrapolating the Node Environment for Out-of-Distribution Generalization on Graphs Haoran Yang Xiaobing Pei Kai Yuan 27 0 0 02 Jun 2024
DynLLM: When Large Language Models Meet Dynamic Graph Recommendation Ziwei Zhao Fake Lin Xi Zhu Zhi Zheng Tong Bill Xu Shitian Shen Xueying Li Zikai Yin Enhong Chen 35 6 0 13 May 2024
Design Requirements for Human-Centered Graph Neural Network Explanations Pantea Habibi Peyman Baghershahi Sourav Medya Debaleena Chattopadhyay 35 1 0 11 May 2024
CTRL: Continuous-Time Representation Learning on Temporal Heterogeneous Information Network Chenglin Li Yuanzhen Xie Chenyun Yu Lei Cheng Bo Hu Zang Li Di Niu 35 0 0 11 May 2024
Input Snapshots Fusion for Scalable Discrete-Time Dynamic Graph Neural Networks QingGuo Qi Hongyang Chen Minhao Cheng Han Liu 35 0 0 11 May 2024
Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction Zhihao Wen Yuan Fang Pengcheng Wei Fayao Liu Zhenghua Chen Min-man Wu AI4CE 30 2 0 07 May 2024
Adaptive Speech Emotion Representation Learning Based On Dynamic Graph Yingxue Gao Huan Zhao Zixing Zhang 43 1 0 07 May 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 30 10 0 01 May 2024
Temporal Graph ODEs for Irregularly-Sampled Time Series Alessio Gravina Daniele Zambon Davide Bacciu C. Alippi AI4TS CML 28 4 0 30 Apr 2024
A survey of dynamic graph neural networks Yanping Zheng Lu Yi Zhewei Wei AI4TS AI4CE 27 7 0 28 Apr 2024
BotDGT: Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers Buyun He Yingguang Yang Qi Wu Hao Liu Renyu Yang Hao Peng Xiang Wang Yong Liao P. Zhou 21 6 0 23 Apr 2024
Temporal Generalization Estimation in Evolving Graphs Bin Lu Tingyan Ma Xiaoying Gan Xinbing Wang Yunqiang Zhu Cheng Zhou Shiyu Liang 32 1 0 07 Apr 2024
Convection-Diffusion Equation: A Theoretically Certified Framework for Neural Networks Tangjun Wang Chenglong Bao Zuoqiang Shi DiffM 38 0 0 23 Mar 2024
Online GNN Evaluation Under Test-time Graph Distribution Shifts Xin-Yang Zheng Dongjin Song Qingsong Wen Bo Du Shirui Pan 34 6 0 15 Mar 2024
SiGNN: A Spike-induced Graph Neural Network for Dynamic Graph Representation Learning Dong Chen Shuai Zheng Muhao Xu Zhenfeng Zhu Yao-Min Zhao 39 3 0 11 Mar 2024
Fine-grainedly Synthesize Streaming Data Based On Large Language Models With Graph Structure Understanding For Data Sparsity Xin Zhang Linhai Zhang Deyu Zhou Guoqiang Xu SyDa 26 0 0 10 Mar 2024
Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts Zeyang Zhang Xin Eric Wang Ziwei Zhang Zhou Qin Weigao Wen Hui Xue Haoyang Li Wenwu Zhu OOD 37 17 0 08 Mar 2024
Toward Autonomous Cooperation in Heterogeneous Nanosatellite Constellations Using Dynamic Graph Neural Networks Guillem Casadesus Vila Joan Adrià Ruiz De Azua Eduard Alarcon 18 1 0 01 Mar 2024
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs Anson Bastos Kuldeep Singh Abhishek Nadgeri Manish Singh Toyotaro Suzumura 16 1 0 25 Feb 2024
OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining Fanjin Zhang Shijie Shi Yifan Zhu Bo Chen Yukuo Cen ... Huihui Yuan Jian Song Xiaoyan Li Yuxiao Dong Jie Tang 42 16 0 24 Feb 2024
Graph Out-of-Distribution Generalization via Causal Intervention Qitian Wu Fan Nie Chenxiao Yang Tianyi Bao Junchi Yan OODD OOD AI4CE 40 18 0 18 Feb 2024
Empirical and Experimental Insights into Data Mining Techniques for Crime Prediction: A Comprehensive Survey Kamal Taha 11 1 0 17 Feb 2024
Robust Training of Temporal GNNs using Nearest Neighbours based Hard Negatives Shubham Gupta Srikanta J. Bedathur OOD 28 1 0 14 Feb 2024
Vehicle Behavior Prediction by Episodic-Memory Implanted NDT Peining Shen Jianwu Fang Hongkai Yu Jianru Xue 32 0 0 13 Feb 2024
Link-aware link prediction over temporal graph by pattern recognition Bingqing Liu Xikun Huang AI4CE 24 2 0 11 Feb 2024
GSINA: Improving Subgraph Extraction for Graph Invariant Learning via Graph Sinkhorn Attention Fangyu Ding Haiyang Wang Zhixuan Chu Tianming Li Zhaoping Hu Junchi Yan AI4CE 16 1 0 11 Feb 2024
Dynamic Graph Information Bottleneck Haonan Yuan Qingyun Sun Xingcheng Fu Cheng Ji Jianxin Li AAML AI4CE 38 8 0 09 Feb 2024
TASER: Temporal Adaptive Sampling for Fast and Accurate Dynamic Graph Representation Learning Gangda Deng Hongkuan Zhou Hanqing Zeng Yinglong Xia Christopher Leung Jianbo Li Rajgopal Kannan Viktor Prasanna 24 1 0 08 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
Online Algorithm for Node Feature Forecasting in Temporal Graphs Aniq Ur Rahman J. Coon 25 0 0 30 Jan 2024
Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence Baris Coskunuzer I. Segovia-Dominguez Yuzhou Chen Yulia R. Gel AI4TS 14 1 0 24 Jan 2024
Control-Aware Trajectory Predictions for Communication-Efficient Drone Swarm Coordination in Cluttered Environments Longhao Yan Jingyuan Zhou Kaidi Yang 27 0 0 23 Jan 2024
On The Temporal Domain of Differential Equation Inspired Graph Neural Networks Moshe Eliasof E. Haber Eran Treister Carola-Bibiane Schönlieb AI4CE 27 2 0 20 Jan 2024
MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction Hao Qian Hongting Zhou Qian Zhao Hao Chen Hongxiang Yao Jingwei Wang Ziqi Liu Fei Yu Zhiqiang Zhang Jun Zhou AIFin 21 16 0 19 Jan 2024