Publications by Leman Akoglu

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

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