A Comprehensive Survey on Graph Anomaly Detection with Deep Learning

14 June 2021

Jian Yang

Papers citing "A Comprehensive Survey on Graph Anomaly Detection with Deep Learning"

23 / 173 papers shown

Title
Unsupervised Domain Adaptation with Implicit Pseudo Supervision for Semantic Segmentation Wanyu Xu Zengmao Wang Wei Bian GAN 18 4 0 14 Apr 2022
Deep reinforcement learning guided graph neural networks for brain network analysis Xusheng Zhao Jia Wu Hao Peng Amin Beheshti Jessica J. M. Monaghan ... Mark Dras Qiong Dai Yangyang Li Philip S. Yu Lifang He GNN 30 44 0 18 Mar 2022
Context-Dependent Anomaly Detection with Knowledge Graph Embedding Models Nathan Vaska Kevin J. Leahy Victoria Helus 11 1 0 17 Mar 2022
GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains Lei Fan Yiwen Ding Dongdong Fan Donglin Di M. Pagnucco Yang Song AI4TS 29 19 0 10 Mar 2022
Curvature Graph Generative Adversarial Networks Jianxin Li Xingcheng Fu Qingyun Sun Cheng Ji Jiajun Tan Jia Wu Hao Peng GAN 24 13 0 03 Mar 2022
Towards Digital Twin Oriented Modelling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey Jiaqi Wen Bogdan Gabrys Katarzyna Musial AI4CE 37 29 0 15 Feb 2022
Graph Neural Networks for Graphs with Heterophily: A Survey Xin-Yang Zheng Yi Wang Yixin Liu Ming Li Miao Zhang Di Jin Philip S. Yu Shirui Pan 24 215 0 14 Feb 2022
Single-stage Rotate Object Detector via Two Points with Solar Corona Heatmap Beihang Song Jing Li Shan Xue Junfei Chang Jia Wu Jun Wan Tianpeng Liu 22 1 0 14 Feb 2022
From Unsupervised to Few-shot Graph Anomaly Detection: A Multi-scale Contrastive Learning Approach Yu Zheng Ming Jin Yixin Liu Lianhua Chi Khoa T. Phan Shirui Pan Yi-Ping Phoebe Chen 18 13 0 11 Feb 2022
Robust Graph Representation Learning for Local Corruption Recovery Bingxin Zhou Yuanhong Jiang Yu Guang Wang Jingwei Liang Junbin Gao Shirui Pan Xiaoqun Zhang OOD 36 12 0 10 Feb 2022
Community-based anomaly detection using spectral graph filtering Rodrigo Francisquini A. C. Lorena M. C. Nascimento 22 14 0 24 Jan 2022
An Efficient Federated Distillation Learning System for Multi-task Time Series Classification Huanlai Xing Zhiwen Xiao R. Qu Zonghai Zhu Bowen Zhao FedML 35 108 0 30 Dec 2021
Outlier Detection using AI: A Survey Md. Nazmul Kabir Sikder Feras A. Batarseh 33 23 0 01 Dec 2021
Event Extraction by Associating Event Types and Argument Roles Qian Li Shu Guo Jia Wu Jianxin Li Jiawei Sheng Lihong Wang Xiaohan Dong Hao Peng 14 12 0 23 Aug 2021
Transferring Knowledge Distillation for Multilingual Social Event Detection Jiaqian Ren Hao Peng Lei Jiang Jia Wu Yongxin Tong Lihong Wang X. Bai Bo Wang Qiang Yang 54 12 0 06 Aug 2021
A Survey on Deep Learning Event Extraction: Approaches and Applications Qian Li Jianxin Li Jiawei Sheng Shiyao Cui Jia Wu ... Hao Peng Shu Guo Lihong Wang Amin Beheshti Philip S. Yu 37 45 0 05 Jul 2021
Double-Adversarial Activation Anomaly Detection: Adversarial Autoencoders are Anomaly Generators Jan-Philipp Schulze Philip Sperl Konstantin Böttinger 24 4 0 12 Jan 2021
Graph Geometry Interaction Learning Shichao Zhu Shirui Pan Chuan Zhou Jia Wu Yanan Cao Bin Wang 71 90 0 23 Oct 2020
Multivariate Time Series Classification with Hierarchical Variational Graph Pooling Ziheng Duan Haoyan Xu Yueyang Wang Yida Huang Anni Ren Qianru Zhang Yizhou Sun Wei Wang AI4TS 10 57 0 12 Oct 2020
Anomaly Detection in Large Labeled Multi-Graph Databases Hung T. Nguyen Pierre Jinghong Liang L. Akoglu 14 6 0 07 Oct 2020
A flexible outlier detector based on a topology given by graph communities O. R. Terrades A. Berenguel D. Gil 12 4 0 18 Feb 2020
Jointly embedding the local and global relations of heterogeneous graph for rumor detection Chunyuan Yuan Qianwen Ma Wei Zhou Jizhong Han Songlin Hu 174 141 0 10 Sep 2019
Autoencoders and Generative Adversarial Networks for Imbalanced Sequence Classification Stephanie Ger Yegna Subramanian Jambunath Diego Klabjan SyDa GAN DRL 6 7 0 08 Jan 2019