Yinan Shan

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 13

Top Topics

Fraud Detection

Credit Card Fraud

Systematic Evaluation

Top Venues

Proc. VLDB Endow.

Publications

Mingxuan Lu, Zhichao Han, Susie Xi Rao, Zitao Zhang, Yang Zhao, Yinan Shan, Ramesh Raghunathan, Ce Zhang, Jiawei Jiang
BRIGHT - Graph Neural Networks in Real-Time Fraud Detection. CoRR (2022)
Hang Yin, Zitao Zhang, Zhurong Wang, Yilmazcan Ozyurt, Weiming Liang, Wenyu Dong, Yang Zhao, Yinan Shan
Behavioral graph fraud detection in E-commerce. CoRR (2022)
Mingxuan Lu, Zhichao Han, Susie Xi Rao, Zitao Zhang, Yang Zhao, Yinan Shan, Ramesh Raghunathan, Ce Zhang, Jiawei Jiang
BRIGHT - Graph Neural Networks in Real-time Fraud Detection. CIKM (2022)
Kenza Amara, Rex Ying, Zitao Zhang, Zhihao Han, Yinan Shan, Ulrik Brandes, Sebastian Schemm, Ce Zhang
GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks. CoRR (2022)
Hang Yin, Zitao Zhang, Zhurong Wang, Yilmazcan Özyurt, Weiming Liang, Wenyu Dong, Yang Zhao, Yinan Shan
Behavioral graph fraud detection in E-commerce. ICDM (Workshops) (2022)
Kenza Amara, Zhitao Ying, Zitao Zhang, Zhichao Han, Yang Zhao, Yinan Shan, Ulrik Brandes, Sebastian Schemm, Ce Zhang
GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks. LoG (2022)
Susie Xi Rao, Clémence Lanfranchi, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Mo Cheng, Yinan Shan, Yang Zhao, Ce Zhang
Modelling graph dynamics in fraud detection with "Attention". CoRR (2022)
Xupeng Miao, Nezihe Merve Gürel, Wentao Zhang, Zhichao Han, Bo Li, Wei Min, Susie Xi Rao, Hansheng Ren, Yinan Shan, Yingxia Shao, Yujie Wang, Fan Wu, Hui Xue, Yaming Yang, Zitao Zhang, Yang Zhao, Shuai Zhang, Yujing Wang, Bin Cui, Ce Zhang
DeGNN: Improving Graph Neural Networks with Graph Decomposition. KDD (2021)
Mingxuan Lu, Zhichao Han, Zitao Zhang, Yang Zhao, Yinan Shan
Graph Neural Networks in Real-Time Fraud Detection with Lambda Architecture. CoRR (2021)
Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Zhiyao Chen, Yinan Shan, Yang Zhao, Ce Zhang
xFraud: Explainable Fraud Transaction Detection. Proc. VLDB Endow. 15 (3) (2021)
Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Mo Cheng, Yinan Shan, Yang Zhao, Ce Zhang
Suspicious Massive Registration Detection via Dynamic Heterogeneous Graph Neural Networks. CoRR (2020)
Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Zhiyao Chen, Yinan Shan, Yang Zhao, Ce Zhang
xFraud: Explainable Fraud Transaction Detection on Heterogeneous Graphs. CoRR (2020)
David Goldberg, Yinan Shan
The Importance of Features for Statistical Anomaly Detection. HotCloud (2015)
Yinan Shan, Zhenfu Cao
Extended Attribute Based Encryption for Private Information Retrieval. MASS (2009)