Paper-Conference

AugSplicing: Synchronized Behavior Detection in Streaming Tensors

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

CubeFlow: Money Laundering Detection with Coupled Tensors

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

DPGS: Degree-Preserving Graph Summarization

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

SpecGreedy: Unified Dense Subgraph Detection

Wenjie Feng, Shenghua Liu, Danai Koutra, Huawei Shen, Xueqi Cheng

Sep 14, 2020

SpecGreedy: Unified Dense Subgraph Detection

Efficient Model-Based Collaborative Filtering with Fast Adaptive PCA

Xiangyun Ding, Wenjian Yu, Yuyang Xie, Shenghua Liu

FlowScope: Spotting Money Laundering Based on Graphs

Xiangfeng Li, Shenghua Liu, Zifeng Li, Xiaotian Han, Chuan Shi, Bryan Hooi, He Huang, Xueqi Cheng

Provably Robust Node Classification via Low-Pass Message Passing

Yiwei Wang, Shenghua Liu, Minji Yoon, Hemank Lamba, Wei Wang, Christos Faloutsos, Bryan Hooi

SpecGreedy: Unified Dense Subgraph Detection

Wenjie Feng, Shenghua Liu, Danai Koutra, Huawei Shen, Xueqi Cheng

BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series

Bin Zhou, Shenghua Liu, Bryan Hooi, Xueqi Cheng, Jing Ye

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

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