Leman Akoglu Associate Professor, Affiliated Faculty Website CMU Scholars Page Office 2118C Hamburg Hall Email lemanakoglu@cmu.edu Phone (412) 268-3043 Department Heinz College Computer Science Department: Affiliated Research Interests Artificial Intelligence Publications 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 Conference Trajectory Anomaly Detection with By-Design Complementary Detectors 2025 • 2025 SIAM International Conference on Data Mining Sdm 2025 • 71-80 Cao S, 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 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
Conference Trajectory Anomaly Detection with By-Design Complementary Detectors 2025 • 2025 SIAM International Conference on Data Mining Sdm 2025 • 71-80 Cao S, 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
