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 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
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 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
Conference CONOUT: CONtextual OUTlier Detection with Multiple Contexts: Application to Ad Fraud 2019 • Lecture Notes in Computer Science • 11051:139-156 Meghanath MY, Pai D, Akoglu L
Preprint Continual Rare-Class Recognition with Emerging Novel Subclasses 2019 Nguyen H, Wang X, Akoglu L
Conference CONTRAVIS: Contrastive and Visual Topic Modeling for Comparing Document Collections 2019 • WEB CONFERENCE 2019: PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE (WWW 2019) • 928-938 Le TVM, Akoglu L
