Preprint

CubeFlow: Money Laundering Detection with Coupled Tensors

Xiaobing Sun, Jiabao Zhang, Qiming Zhao, Shenghua Liu, Jinglei Chen, Ruoyu Zhuang, Huawei Shen, Xueqi Cheng

AugSplicing: Synchronized Behavior Detection in Streaming Tensors

Jiabao Zhang, Shenghua Liu, Wenting Hou, Siddharth Bhatia, Huawei Shen, Wenjian Yu, Xueqi Cheng

Efficient Model-Based Collaborative Filtering with Fast Adaptive PCA

Xiangyun Ding, Wenjian Yu, Yuyang Xie, Shenghua Liu

Summarizing graphs using the configuration model

Houquan Zhou, Shenghua Liu, Kyuhan Lee, Kijung Shin, Huawei Shen, Xueqi Cheng

EagleMine: Vision-Guided Mining in Large Graphs

Wenjie Feng, Shenghua Liu, Christos Faloutsos, Bryan Hooi, Huawei Shen, Xueqi Cheng

HoloScope: Topology-and-Spike Aware Fraud Detection

Shenghua Liu, Bryan Hooi, Christos Faloutsos

Marked Temporal Dynamics Modeling based on Recurrent Neural Network

Yongqing Wang, Shenghua Liu, Huawei Shen, Xueqi Cheng

Learning Sentimental Influences from Users' Behaviors

Shenghua Liu, Houdong Zheng, Huawei Shen, Xiangwen Liao, Xueqi Cheng