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Yinan Shan
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2020 – today
- 2022
- [c6]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: 3342-3351 - [c5]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: 1-8 - [c4]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: 44 - [i7]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 abs/2204.10614 (2022) - [i6]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 abs/2205.13084 (2022) - [i5]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 abs/2206.09677 (2022) - [i4]Hang Yin, Zitao Zhang, Zhurong Wang, Yilmazcan Özyurt, Weiming Liang, Wenyu Dong, Yang Zhao, Yinan Shan:
Behavioral graph fraud detection in E-commerce. CoRR abs/2210.06968 (2022) - 2021
- [j1]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): 427-436 (2021) - [c3]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: 1223-1233 - [i3]Mingxuan Lu, Zhichao Han, Zitao Zhang, Yang Zhao, Yinan Shan:
Graph Neural Networks in Real-Time Fraud Detection with Lambda Architecture. CoRR abs/2110.04559 (2021) - 2020
- [i2]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 abs/2011.12193 (2020) - [i1]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 abs/2012.10831 (2020)
2010 – 2019
- 2015
- [c2]David Goldberg, Yinan Shan:
The Importance of Features for Statistical Anomaly Detection. HotCloud 2015
2000 – 2009
- 2009
- [c1]Yinan Shan, Zhenfu Cao:
Extended Attribute Based Encryption for Private Information Retrieval. MASS 2009: 702-707
Coauthor Index
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