Yutong Deng

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All published works

Action	Title	Year	Authors
+ PDF Chat	Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters	2020	Yingtong Dou Zhiwei Liu Li Sun Yutong Deng Hao Peng Philip S. Yu
+ PDF Chat	Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection	2020	Zhiwei Liu Yingtong Dou Philip S. Yu Yutong Deng Hao Peng

Common Coauthors

Coauthor	Papers Together
Philip S. Yu	2
Yingtong Dou	2
Zhiwei Liu	2
Hao Peng	2
Li Sun	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Heterogeneous Graph Neural Networks for Malicious Account Detection	2018	Ziqi Liu Chaochao Chen Xinxing Yang Jun Zhou Xiaolong Li Le Song	2
+ PDF Chat	Adversarial Attack and Defense on Graph Data: A Survey	2022	Lichao Sun Yingtong Dou Carl Yang Kai Zhang Ji Wang Philip S. Yu Lifang He Bo Li	2
+ PDF Chat	Spam Review Detection with Graph Convolutional Networks	2019	Ao Li Qin Zhou Runshi Liu Yiqun Yang Dong Li	2
+ PDF Chat	A Semi-Supervised Graph Attentive Network for Financial Fraud Detection	2019	Daixin Wang Qi Yuan Jianbin Lin Peng Cui Quanhui Jia Zhen Wang Yanming Fang Quan Yu Jun Zhou Shuang Yang	2
+	Measuring and Improving the Use of Graph Information in Graph Neural Networks	2022	Yifan Hou Jian Zhang James Cheng Kaili Ma T. B. Richard Hongzhi Chen Ming-Chang Yang	2
+	Graph Attention Networks	2017	Petar Veličković Guillem Cucurull Arantxa Casanova Adriana Romero Píetro Lió Yoshua Bengio	2
+	Semi-Supervised Classification with Graph Convolutional Networks	2016	Thomas Kipf Max Welling	2
+	Inductive Representation Learning on Large Graphs	2017	William L. Hamilton Rex Ying Jure Leskovec	2
+	Graph Attention Networks	2018	Petar Veličković Guillem Cucurull Arantxa Casanova Adriana Romero Píetro Lió Yoshua Bengio	2
+	Label Aware Graph Convolutional Network -- Not All Edges Deserve Your Attention	2019	Hao Chen Lu Wang Senzhang Wang Dijun Luo Wenbing Huang Zhoujun Li	1
+	Smoke Screener or Straight Shooter: Detecting Elite Sybil Attacks in User-Review Social Networks	2018	Haizhong Zheng Minhui Xue Hao Lü Shuang Hao Haojin Zhu Xiaohui Liang Keith W. Ross	1
+ PDF Chat	GeniePath: Graph Neural Networks with Adaptive Receptive Paths	2019	Ziqi Liu Chaochao Chen Longfei Li Jun Zhou Xiaolong Li Le Song Qi Yuan	1
+	FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling	2018	Jie Chen Tengfei Ma Cao Xiao	1
+	Semi-Supervised Classification with Graph Convolutional Networks	2016	Thomas Kipf Max Welling	1
+ PDF Chat	Securing Behavior-based Opinion Spam Detection	2018	Shuaijun Ge Guixiang Ma Sihong Xie Philip S. Yu	1
+	Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics.	2019	Mark Weber Giacomo Domeniconi Jie Chen Daniel Karl I. Weidele Claudio Bellei Tom Robinson Charles E. Leiserson	1
+	Spotting Collective Behaviour of Online Frauds in Customer Reviews	2019	Sarthika Dhawan Siva Charan Reddy Gangireddy Shiv Kumar Tanmoy Chakraborty	1
+	Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks	2019	Hao Peng Jianxin Li Qiran Gong Yangqiu Song Yuanxin Ning Kunfeng Lai Philip S. Yu	1
+	Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks	2019	Difan Zou Ziniu Hu Yewen Wang Song Jiang Yizhou Sun Quanquan Gu	1
+	Deep Iterative and Adaptive Learning for Graph Neural Networks	2019	Yu Chen Lingfei Wu Mohammed J. Zaki	1
+	GraphSAINT: Graph Sampling Based Inductive Learning Method	2019	Hanqing Zeng Hongkuan Zhou Ajitesh Srivastava Rajgopal Kannan Viktor K. Prasanna	1
+ PDF Chat	Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View	2020	Deli Chen Yankai Lin Wei Li Peng Li Jie Zhou Xu Sun	1
+ PDF Chat	SliceNDice: Mining Suspicious Multi-Attribute Entity Groups with Multi-View Graphs	2019	Hamed Nilforoshan Neil Shah	1
+	Unsupervised anomaly detection via deep metric learning with end-to-end optimization	2021	Selim F. Yilmaz	1
+ PDF Chat	GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Detection	2020	Shijie Zhang Hongzhi Yin Tong Chen Quoc Viet Hung Nguyen Zi Huang Lizhen Cui	1
+	Robust Spammer Detection by Nash Reinforcement Learning	2020	Yingtong Dou Guixiang Ma Philip S. Yu Sihong Xie	1
+ PDF Chat	GraphMix: Improved Training of GNNs for Semi-Supervised Learning	2021	Vikas Verma Meng Qu Kenji Kawaguchi Alex Lamb Yoshua Bengio Juho Kannala Jian Tang	1
+ PDF Chat	Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection	2020	Zhiwei Liu Yingtong Dou Philip S. Yu Yutong Deng Hao Peng	1
+	Secure Deep Graph Generation with Link Differential Privacy	2020	Carl Yang Haonan Wang Ke Zhang Liang Chen Lichao Sun	1
+	A Comprehensive Survey on Graph Neural Networks	2020	Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu	1
+	Inductive Representation Learning on Large Graphs	2017	William L. Hamilton Rex Ying Jure Leskovec	1
+ PDF Chat	Graph based anomaly detection and description: a survey	2014	Leman Akoglu Hanghang Tong Danai Koutra	1
+	Graph Attention Networks	2017	Petar Veličković Guillem Cucurull Arantxa Casanova Adriana Romero Píetro Lió Yoshua Bengio	1
+	Modeling Relational Data with Graph Convolutional Networks	2018	Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling	1
+	Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour	2017	Priya Goyal Piotr Dollár Ross Girshick Pieter Noordhuis Lukasz Wesolowski Aapo Kyrola Andrew Tulloch Yangqing Jia Kaiming He	1
+	Adaptive Graph Convolutional Neural Networks	2018	Ruoyu Li Sheng Wang Feiyun Zhu Junzhou Huang	1
+	FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling	2018	Jie Chen Tengfei Ma Cao Xiao	1
+	Learning Discrete Structures for Graph Neural Networks	2019	Luca Franceschi Mathias Niepert Massimiliano Pontil Xiao He	1
+	Spotting Collusive Behaviour of Online Fraud Groups in Customer Reviews.	2019	Sarthika Dhawan Siva Charan Reddy Gangireddy Shiv Kumar Tanmoy Chakraborty	1
+	From Amateurs to Connoisseurs: Modeling the Evolution of User Expertise through Online Reviews	2013	Julian McAuley Jure Leskovec	1
+ PDF Chat	Uncovering download fraud activities in mobile app markets	2019	Yingtong Dou Weijian Li Zhirong Liu Zhenhua Dong Jiebo Luo Philip S. Yu	1