Publications by Leman Akoglu

Journal Article

FoMo-0D: A Foundation Model for Zero-shot Tabular Outlier Detection

2025 • Transactions on Machine Learning Research • 2025-September:
Shen Y, Wen H, 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

SKnow-LLM Workshop: Structured Knowledge for Large Language Models

2025 • KDD : proceedings / International Conference on Knowledge Discovery & Data Mining. International Conference on Knowledge Discovery & Data Mining • 6318-6319
Zhu Q, Chen X, Zhang Y, Adeshina S, Mavromatis C, Han Z, Ioannidis VN, Akoglu L, Koutra D, Rangwala H

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

Data Augmentation is a Hyperparameter: Cherry-picked Self-Supervision for Unsupervised Anomaly Detection is Creating the Illusion of Success

2023 • Transactions on Machine Learning Research
Akoglu L, Yoo J, Zhao T

Chapter

Summarizing Labeled Multi-graphs

2023 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 13714:53-68
Berberidis D, Liang PJ, Akoglu L