Leman Akoglu

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Papers (25)

1. VIP-COP: Context Optimization for Tabular Foundation Models cs.LG · 2026 · author #3
2. Rethinking Evaluation for LLM Hallucination Detection: A Desiderata, A New RAG-based Benchmark, New Insights cs.AI · 2026 · author #5
3. Toward Privileged Foundation Models:LUPI for Accelerated and Improved Learning cs.LG · 2026 · author #2
4. Long-Horizon Plan Execution in Large Tool Spaces through Entropy-Guided Branching cs.AI · 2026 · author #8
5. MacrOData: New Benchmarks of Thousands of Datasets for Tabular Outlier Detection cs.LG · 2026 · author #5
6. Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection stat.ML · 2019 · author #2
7. Continual Rare-Class Recognition with Emerging Novel Subclasses cs.LG · 2019 · author #3
8. BuSCOPE : Fusing Individual & Aggregated Mobility Behavior for "Live" Smart City Services physics.soc-ph · 2019 · author #4
9. Incorporating Privileged Information to Unsupervised Anomaly Detection cs.LG · 2018 · author #2
10. LookOut on Time-Evolving Graphs: Succinctly Explaining Anomalies from Any Detector cs.SI · 2017 · author #4
11. Explaining Anomalies in Groups with Characterizing Subspace Rules cs.LG · 2017 · author #2
12. Fast, Warped Graph Embedding: Unifying Framework and One-Click Algorithm cs.SI · 2017 · author #3
13. Ties That Bind - Characterizing Classes by Attributes and Social Ties cs.SI · 2017 · author #3
14. Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective cs.LG · 2016 · author #3
15. The Politics of Routing: Investigating the Relationship Between AS Connectivity and Internet Freedom cs.NI · 2016 · author #5
16. Temporal Opinion Spam Detection by Multivariate Indicative Signals cs.SI · 2016 · author #3
17. Fast Memory-efficient Anomaly Detection in Streaming Heterogeneous Graphs cs.SI · 2016 · author #4
18. Scalable Anomaly Ranking of Attributed Neighborhoods cs.SI · 2016 · author #2
19. BIRDNEST: Bayesian Inference for Ratings-Fraud Detection cs.AI · 2015 · author #5
20. Robust Semi-Supervised Classification for Multi-Relational Graphs cs.LG · 2015 · author #2
21. EdgeCentric: Anomaly Detection in Edge-Attributed Networks cs.SI · 2015 · author #4
22. Where Graph Topology Matters: The Robust Subgraph Problem cs.SI · 2015 · author #3
23. Less is More: Building Selective Anomaly Ensembles cs.DB · 2015 · author #2
24. Graph-based Anomaly Detection and Description: A Survey cs.SI · 2014 · author #1
25. Want a Good Answer? Ask a Good Question First! cs.DB · 2013 · author #4

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Frequent Coauthors

• Christos Faloutsos 4 shared papers
• Neil Shah 3 shared papers
• Xueying Ding 3 shared papers
• Alex Beutel 2 shared papers
• Bryan Hooi 2 shared papers
• Bryan Perozzi 2 shared papers
• Disha Makhija 2 shared papers
• Hanghang Tong 2 shared papers
• Junting Ye 2 shared papers
• Mohit Kumar 2 shared papers
• Shebuti Rayana 2 shared papers
• Stephan Gunnemann 2 shared papers
• Yilong Chen 2 shared papers
• Alessandro Rinaldo 1 shared papers
• Archan Misra 1 shared papers
• Aria Rezaei 1 shared papers
• Danai Koutra 1 shared papers
• Dhivya Eswaran 1 shared papers
• Elaine Wong 1 shared papers
• Emaad A. Manzoor 1 shared papers