Data Mining Lab

News & Notices

[2020-05] Three full research papers titled "Incremental Lossless Graph Summarization", "SSumM: Sparse Summarization of Massive Graphs", and "Structural Patterns and Generative Models of Real-world Hypergraphs" got accepted to KDD 2020.

[2020-01] A short research paper titled "How Much and When Do We Need Higher-order Information in Hypergraphs? A Case Study on Hyperedge Prediction" got accepted to WWW 2020.

[2019-11] Two full research papers titled "TellTail: Fast Scoring and Detection of Dense Subgraphs" and "MIDAS: Microcluster-based Detector of Anomalies in Edge Streams" got accepted to AAAI 2020 (Oral Presentation).

[2019-04] A full research paper titled "Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach" got accepted to KDD 2019.

[2019-02] A full research paper titled "SWeG: Lossless and Lossy Summarization of Web-Scale Graphs" got accepted to WWW 2019.

[2019-01] A full research paper titled "SMF: Drift Aware Matrix Factorization with Seasonal Patterns" got accepted to SDM 2019.

Research Summary