Leman Akoglu

Associate Professor with Tenure, Affiliated Faculty

CMU Scholars

Office

2118C Hamburg Hall

Email

lemanakoglu@cmu.edu

Phone

(412) 268-3043

Department

Heinz College
Computer Science Department: Affiliated

Research Areas

Artificial Intelligence

Publications

Conference

1st Workshop on AI for Fraud and Abuse

2026 13425-13426
Nagrecha S, Akoglu L, Bravo C, Mehta D, Ghosh S, Ipeirotis P, Ferguson H, Basavaraju L

Preprint

Activation Steering for Synthetic Data Generation: The Role of Diversity in Downstream Safety Detection

2026
Deshpande V, Giyahchi T, Padmanabhan V, Akoglu L, Rumshisky A

Preprint

From Zero to Hero: Advancing Zero-Shot Foundation Models for Tabular Outlier Detection

2026
Ding X, Wen H, Klüttermann S, Akoglu L

Conference

Hierarchical Token Prepending: Enhancing Information Flow in Decoder-based LLM Embeddings

2026 19047-19066
Ding X, Huang X, Ju M, Collins L, Liu Y, Akoglu L, Shah N, Zhao T

Preprint

Long-Horizon Plan Execution in Large Tool Spaces through Entropy-Guided Branching

2026
Wei R, Shi G, Cheng M, Zhang N, Li P, Ghosh S, Gorde V, Akoglu L

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Leman Akoglu

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