Paper-Conference

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

Personalized Ranking Recommendation via Integrating Multiple Feedbacks

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

Modeling and Predicting Retweeting Dynamics via a Mixture Process

Jinhua Gao, Huawei Shen, Shenghua Liu, Xueqi Cheng