Conference End-To-End Self-Tuning Self-Supervised Time Series Anomaly Detection 2025 • 2025 SIAM International Conference on Data Mining Sdm 2025 • 568-577 Deforce B, Lee MC, Baesens B, Asensio ES, Yoo J, Akoglu L
Journal Article On the Detection of Reviewer-Author Collusion Rings From Paper Bidding 2025 • Transactions on Machine Learning Research • 2025: Jecmen S, Shah NB, Fang F, Akoglu L
Preprint End-To-End Self-Tuning Self-Supervised Time Series Anomaly Detection 2024 Deforce B, Lee M-C, Baesens B, Asensio ES, Yoo J, Akoglu L
Conference Fast Unsupervised Deep Outlier Model Selection with Hypernetworks 2024 • KDD : proceedings / International Conference on Knowledge Discovery & Data Mining. International Conference on Knowledge Discovery & Data Mining • 585-596 Ding X, Zhao Y, Akoglu L
Conference Machine Learning in Finance 2024 • KDD : proceedings / International Conference on Knowledge Discovery & Data Mining. International Conference on Knowledge Discovery & Data Mining • 6703-6703 Akoglu L, Chawla N, Domingo-Ferrer J, Kurshan E, Kumar S, Naware V, Rodriguez-Serrano JA, Chaturvedi I, Nagrecha S, Das M, Faruquie T
Journal Article Outlier Detection Bias Busted: Understanding Sources of Algorithmic Bias through Data-centric Factors 2024 • PROCEEDINGS OF THE SEVENTH AAAI/ACM CONFERENCE ON AI, ETHICS, AND SOCIETY, AIES 2024 • 384-395 Ding X, Xi R, Akoglu L
Conference PARD: Permutation-invariant Autoregressive Diffusion for Graph Generation 2024 • Advances in Neural Information Processing Systems • 37: Zhao L, Ding X, Akoglu L
Preprint Uncertainty-aware Human Mobility Modeling and Anomaly Detection 2024 Wen H, Cao S, Rasheed Z, Shafique KH, Akoglu L
Conference FROM STARS TO SUBGRAPHS: UPLIFTING ANY GNN WITH LOCAL STRUCTURE AWARENESS 2022 • Iclr 2022 10th International Conference on Learning Representations Zhao L, Jin W, Akoglu L, Shah N
Conference Message from the WSDM 2022 chairs 2022 • Wsdm 2022 Proceedings of the 15th ACM International Conference on Web Search and Data Mining • iii Selcuk Candan K, Liu H, Akoglu L, Luna Dong X, Tang J
Conference PAIRNORM: TACKLING OVERSMOOTHING IN GNNS 2020 • 8th International Conference on Learning Representations Iclr 2020 Zhao L, Akoglu L
Conference A Quest for Structure: Jointly Learning the Graph Structure and Semi-Supervised Classification 2018 • CIKM'18: PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT • 87-96 Wu X, Zhao L, Akoglu L
Conference CHANGEDAR: Online Localized Change Detection for Sensor Data on a Graph 2018 • CIKM'18: PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT • 507-516 Hooi B, Akoglu L, Eswaran D, Pandey A, Jereminov M, Pileggi L, Faloutsos C
Conference Ranking in heterogeneous networks with geo-location information 2017 • Proceedings of the 17th SIAM International Conference on Data Mining Sdm 2017 • 408-416 Mishra A, Akoglu L
Journal Article Temporal opinion spam detection by multivariate indicative signals 2016 • Proceedings of the 10th International Conference on Web and Social Media Icwsm 2016 • 743-746 Ye J, Kumar S, Akoglu L
Conference The politics of routing: Investigating the relationship between as connectivity and internet freedom 2016 • 6th Usenix Workshop on Free and Open Communications on the Internet Foci 2016 Co Located with Usenix Security 2016 Singh R, Koo H, Miramirkhani N, Mirhaj F, Gill P, Akoglu L
Conference Mining connection pathways for marked nodes in large graphs 2013 • Proceedings of the 2013 SIAM International Conference on Data Mining Sdm 2013 • 37-45 Akoglu L, Vreeken J, Tong H, Chau DH, Tatti N, Faloutsos C
