Yinan Shan - RankMe

21 papers A* 2A 1B 1Journal 12Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Identifying E-Commerce Fraud Through User Behavior Data: Observations and Insights. Data Sci. Eng. Ziyi Zhang, Hang Yin, Susie Xi Rao, Xiao Yan, Zhurong Wang, Weiming Liang, Yang Zhao, Yinan Shan, Ruixuan Zhang, Yuhao Lin, Jiawei Jiang
2025	—	`conf`	LLM-Enhanced Self-Evolving Reinforcement Learning for Multi-Step E-Commerce Payment Fraud Risk Detection. ACL (6) Bo Qu, Zhurong Wang, Daisuke Yagi, Zach Xu, Yang Zhao, Yinan Shan, Frank Zahradnik
2025	J	`jnl`	LLM-Enhanced Self-Evolving Reinforcement Learning for Multi-Step E-Commerce Payment Fraud Risk Detection. CoRR Bo Qu, Zhurong Wang, Daisuke Yagi, Zhen Xu, Yang Zhao, Yinan Shan, Frank Zahradnik
2025	A*	`conf`	MLKV: Efficiently Scaling up Large Embedding Model Training with Disk-based Key-Value Storage. ICDE Yongjun He, Roger Waleffe, Zhichao Han, Johnu George, Binhang Yuan, Zitao Zhang, Yinan Shan, Yang Zhao, Debojyoti Dutta, Theodoros Rekatsinas, Ce Zhang
2025	J	`jnl`	MLKV: Efficiently Scaling up Large Embedding Model Training with Disk-based Key-Value Storage. CoRR Yongjun He, Roger Waleffe, Zhichao Han, Johnu George, Binhang Yuan, Zitao Zhang, Yinan Shan, Yang Zhao, Debojyoti Dutta, Theodoros Rekatsinas, Ce Zhang
2024	—	`conf`	Multi-task CNN Behavioral Embedding Model For Transaction Fraud Detection. ICDM (Workshops) Bo Qu, Zhurong Wang, Minghao Gu, Daisuke Yagi, Yang Zhao, Yinan Shan, Frank Zahradnik
2024	J	`jnl`	Multi-task CNN Behavioral Embedding Model For Transaction Fraud Detection. CoRR Bo Qu, Zhurong Wang, Minghao Gu, Daisuke Yagi, Yang Zhao, Yinan Shan, Frank Zahradnik
2022	J	`jnl`	BRIGHT - Graph Neural Networks in Real-Time Fraud Detection. CoRR Mingxuan Lu, Zhichao Han, Susie Xi Rao, Zitao Zhang, Yang Zhao, Yinan Shan, Ramesh Raghunathan, Ce Zhang, Jiawei Jiang
2022	A	`conf`	BRIGHT - Graph Neural Networks in Real-time Fraud Detection. CIKM Mingxuan Lu, Zhichao Han, Susie Xi Rao, Zitao Zhang, Yang Zhao, Yinan Shan, Ramesh Raghunathan, Ce Zhang, Jiawei Jiang
2022	—	`conf`	Behavioral graph fraud detection in E-commerce. ICDM (Workshops) Hang Yin, Zitao Zhang, Zhurong Wang, Yilmazcan Özyurt, Weiming Liang, Wenyu Dong, Yang Zhao, Yinan Shan
2022	J	`jnl`	Behavioral graph fraud detection in E-commerce. CoRR Hang Yin, Zitao Zhang, Zhurong Wang, Yilmazcan Özyurt, Weiming Liang, Wenyu Dong, Yang Zhao, Yinan Shan
2022	—	`conf`	GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks. LoG Kenza Amara, Zhitao Ying, Zitao Zhang, Zhichao Han, Yang Zhao, Yinan Shan, Ulrik Brandes, Sebastian Schemm, Ce Zhang
2022	J	`jnl`	GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks. CoRR Kenza Amara, Rex Ying, Zitao Zhang, Zhihao Han, Yinan Shan, Ulrik Brandes, Sebastian Schemm, Ce Zhang
2022	J	`jnl`	Modelling graph dynamics in fraud detection with "Attention". CoRR Susie Xi Rao, Clémence Lanfranchi, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Mo Cheng, Yinan Shan, Yang Zhao, Ce Zhang
2021	A*	`conf`	DeGNN: Improving Graph Neural Networks with Graph Decomposition. KDD 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
2021	J	`jnl`	Graph Neural Networks in Real-Time Fraud Detection with Lambda Architecture. CoRR Mingxuan Lu, Zhichao Han, Zitao Zhang, Yang Zhao, Yinan Shan
2021	J	`jnl`	xFraud: Explainable Fraud Transaction Detection. Proc. VLDB Endow. Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Zhiyao Chen, Yinan Shan, Yang Zhao, Ce Zhang
2020	J	`jnl`	Suspicious Massive Registration Detection via Dynamic Heterogeneous Graph Neural Networks. CoRR Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Mo Cheng, Yinan Shan, Yang Zhao, Ce Zhang
2020	J	`jnl`	xFraud: Explainable Fraud Transaction Detection on Heterogeneous Graphs. CoRR Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Zhiyao Chen, Yinan Shan, Yang Zhao, Ce Zhang
2015	—	`conf`	The Importance of Features for Statistical Anomaly Detection. HotCloud David Goldberg, Yinan Shan
2009	B	`conf`	Extended Attribute Based Encryption for Private Information Retrieval. MASS Yinan Shan, Zhenfu Cao