Article-Journal

Interrelated Dense Pattern Detection in Multilayer Networks

Wenjie Feng, Li Wang, Bryan Hooi, See-Kiong Ng, Shenghua Liu

Node Embedding Preserving Graph Summarization

Houquan Zhou, Shenghua Liu, Huawei Shen, Xueqi Cheng

Unified Dense Subgraph Detection: Fast Spectral Theory Based Algorithms

Wenjie Feng, Shenghua Liu, Danai Koutra, Xueqi Cheng

Hierarchical Dense Pattern Detection in Tensors

Wenjie Feng, Shenghua Liu, Xueqi Cheng

Time Series Anomaly Detection With Adversarial Reconstruction Networks

Shenghua Liu, Bin Zhou, Quan Ding, Bryan Hooi, Zhengbo Zhang, Huawei Shen, Xueqi Cheng

Combating Emerging Financial Risks in the Big Data Era: A Perspective Review

Xueqi Cheng, Shenghua Liu, Xiaoqian Sun, Zidong Wang, Houquan Zhou, Yu Shao, Huawei Shen

EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection

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

A Contrast Metric for Fraud Detection in Rich Graphs

Shenghua Liu, Bryan Hooi, Christos Faloutsos

CT LIS: Learning Influences and Susceptibilities through Temporal Behaviors

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

MFPR: A Personalized Ranking Recommendation with Multiple Feedback

Chuan Shi, Jian Liu, Yiding Zhang, Binbin Hu, Shenghua Liu, Philip S. Yu