Conference FAIROD: Fairness-aware Outlier Detection 2021 • AIES '21: PROCEEDINGS OF THE 2021 AAAI/ACM CONFERENCE ON AI, ETHICS, AND SOCIETY • 210-220 Shekhar S, Shah N, Akoglu L
Conference Fast Attributed Graph Embedding via Density of States 2021 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 559-568 Sawlani S, Zhao L, Akoglu L
Preprint From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness 2021 Zhao L, Jin W, Akoglu L, Shah N
Conference GAWD: Graph Anomaly Detection in Weighted Directed Graph Databases 2021 • PROCEEDINGS OF THE 2021 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING, ASONAM 2021 • 143-150 Lee M-C, Nguyen HT, Berberidis D, Tseng VS, Akoglu L
Conference Machine Learning in Finance 2021 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 4139-4140 Kumar S, Akoglu L, Chawla N, Rodriguez-Serrano JA, Faruquie T, Nagrecha S
Conference ODD: Outlier Detection and Description 2021 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 4108-4109 Bhatia S, Hooi B, Akoglu L, Chatterjee S, Jiang X, Gupta M
Conference AUTOAUDIT: Mining Accounting and Time-Evolving Graphs 2020 • 2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA) • 950-956 Lee M-C, Zhao Y, Wang A, Liang PJ, Akoglu L, Tseng VS, Faloutsos C
Preprint AutoAudit: Mining Accounting and Time-Evolving Graphs 2020 Lee M-C, Zhao Y, Wang A, Liang PJ, Akoglu L, Tseng VS, Faloutsos C
Preprint Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs 2020 Zhu J, Yan Y, Zhao L, Heimann M, Akoglu L, Koutra D
Conference Beyond homophily in graph neural networks: Current limitations and effective designs 2020 • Advances in Neural Information Processing Systems • 2020-December: Zhu J, Yan Y, Zhao L, Heimann M, Akoglu L, Koutra D
Conference Continual Rare-Class Recognition with Emerging Novel Subclasses 2020 • Lecture Notes in Computer Science • 11907:20-36 Nguyen H, Wang X, Akoglu L
Journal Article End-to-End Continual Rare-Class Recognition with Emerging Novel Subclasses 2020 • ACM Transactions on Knowledge Discovery from Data • 14(5): Hung N, Wang X, Akoglu L
Preprint On Using Classification Datasets to Evaluate Graph-Level Outlier Detection: Peculiar Observations and New Insights 2020 Zhao L, Akoglu L
Conference PAIRNORM: TACKLING OVERSMOOTHING IN GNNS 2020 • 8th International Conference on Learning Representations, ICLR 2020 Zhao L, Akoglu L
Preprint SUOD: Accelerating Large-Scale Unsupervised Heterogeneous Outlier Detection 2020 Zhao Y, Hu X, Cheng C, Wang C, Wan C, Wang W, Yang J, Bai H, Li Z, Xiao C, Wang Y, Qiao Z, Sun J, Akoglu L
Preprint A Quest for Structure: Jointly Learning the Graph Structure and Semi-Supervised Classification 2019 Wu X, Zhao L, Akoglu L
Conference Bot Detection: Will Focusing on Recall Cause Overall Performance Deterioration? 2019 • Lecture Notes in Computer Science • 11549:39-49 Nazer TH, Davis M, Karami M, Akoglu L, Koelle D, Liu H
Preprint BuSCOPE : Fusing Individual & Aggregated Mobility Behavior for "Live" Smart City Services 2019 Meegahapola L, Kandappu T, Jayarajah K, Akoglu L, Xiang S, Misra A
