Yinan Shan

According to our database, Yinan Shan authored at least 12 papers between 2009 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks.

Kenza Amara, Rex Ying, Zitao Zhang, Zhihao Han, Yinan Shan, Ulrik Brandes, Sebastian Schemm, Ce Zhang

CoRR, 2022

Modelling graph dynamics in fraud detection with "Attention".

Susie Xi Rao, Clémence Lanfranchi, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Mo Cheng, Yinan Shan, Yang Zhao, Ce Zhang

CoRR, 2022

GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks.

Kenza Amara, Zhitao Ying, Zitao Zhang, Zhichao Han, Yang Zhao, Yinan Shan, Ulrik Brandes, Sebastian Schemm, Ce Zhang

Proceedings of the Learning on Graphs Conference, 2022

Behavioral graph fraud detection in E-commerce.

Hang Yin, Zitao Zhang, Zhurong Wang, Yilmazcan Özyurt, Weiming Liang, Wenyu Dong, Yang Zhao, Yinan Shan

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

BRIGHT - Graph Neural Networks in Real-time Fraud Detection.

Mingxuan Lu, Zhichao Han, Susie Xi Rao, Zitao Zhang, Yang Zhao, Yinan Shan, Ramesh Raghunathan, Ce Zhang, Jiawei Jiang

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

xFraud: Explainable Fraud Transaction Detection.

Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Zhiyao Chen, Yinan Shan, Yang Zhao, Ce Zhang

Proc. VLDB Endow., 2021

Graph Neural Networks in Real-Time Fraud Detection with Lambda Architecture.

Mingxuan Lu, Zhichao Han, Zitao Zhang, Yang Zhao, Yinan Shan

CoRR, 2021

DeGNN: Improving Graph Neural Networks with Graph Decomposition.

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

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Suspicious Massive Registration Detection via Dynamic Heterogeneous Graph Neural Networks.

Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Mo Cheng, Yinan Shan, Yang Zhao, Ce Zhang

CoRR, 2020

xFraud: Explainable Fraud Transaction Detection on Heterogeneous Graphs.

Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Zhiyao Chen, Yinan Shan, Yang Zhao, Ce Zhang

CoRR, 2020

2015

The Importance of Features for Statistical Anomaly Detection.

David Goldberg, Yinan Shan

Proceedings of the 7th USENIX Workshop on Hot Topics in Cloud Computing, 2015

2009

Extended Attribute Based Encryption for Private Information Retrieval.

Yinan Shan, Zhenfu Cao

Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems, 2009