Paper-Conference

Beyond Outliers and on to Micro-clusters: Vision-Guided Anomaly Detection

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

CatchCore: Catching Hierarchical Dense Subtensor

Wenjie Feng, Shenghua Liu, Xueqi Cheng

EigenPulse: Detecting Surges in Large Streaming Graphs with Row Augmentation

Jiabao Zhang, Shenghua Liu, Wenjian Yu, Wenjie Feng, Xueqi Cheng

SMF: Drift-Aware Matrix Factorization with Seasonal Patterns

Bryan Hooi, Kijung Shin, Shenghua Liu, Christos Faloutsos

NeuCast: Seasonal Neural Forecast of Power Grid Time Series

Pudi Chen, Shenghua Liu, Chuan Shi, Bryan Hooi, Bai Wang, Xueqi Cheng

BeatLex: Summarizing and Forecasting Time Series with Patterns

Bryan Hooi, Shenghua Liu, Asim Smailagic, Christos Faloutsos

Cascade Dynamics Modeling with Attention-based Recurrent Neural Network

Yongqing Wang, Huawei Shen, Shenghua Liu, Jinhua Gao, Xueqi Cheng

HoloScope: Topology-and-Spike Aware Fraud Detection

Shenghua Liu, Bryan Hooi, Christos Faloutsos

Learning Concise Representations of Users' Influences through Online Behaviors

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

Marked Temporal Dynamics Modeling Based on Recurrent Neural Network

Yongqing Wang, Shenghua Liu, Huawei Shen, Jinhua Gao, Xueqi Cheng