| 2025 | CIDR | Frequency-Store: Scaling Image AI by A Column-Store for Images. | Utku Sirin, Aadit Saluja, Florian Klein, Jeremy Hsu, Stratos Idreos |
| 2025 | SIGMOD | Data Storage and Management for Image AI Pipelines. | Utku Sirin, Stratos Idreos |
| 2023 | IDEAL | Rapid and Low-Cost Evaluation of Multi-fidelity Scheduling Algorithms for Hyperparameter Optimization. | Aakash Mishra, Jeremy Hsu, Frank D'Agostino, Utku Sirin, Stratos Idreos |
| 2022 | SIGMOD | Entropy-Learned Hashing: Constant Time Hashing with Controllable Uniformity. | Brian Hentschel, Utku Sirin, Stratos Idreos |
| 2021 | CIDR | Interference-aware Micro-architectural Resource Manager for Hybrid Workloads. | Utku Sirin, Sandhya Dwarkadas, Anastasia Ailamaki |
| 2021 | ICDE | Performance Characterization of HTAP Workloads. | Utku Sirin, Sandhya Dwarkadas, Anastasia Ailamaki |
| 2017 | DaMoN | A methodology for OLTP micro-architectural analysis. | Utku Sirin, Ahmad Yasin, Anastasia Ailamaki |
| 2016 | DaMoN | OLTP on a server-grade ARM: power, throughput and latency comparison. | Utku Sirin, Raja Appuswamy, Anastasia Ailamaki |
| 2016 | SIGMOD | Micro-architectural Analysis of In-memory OLTP. | Utku Sirin, Pinar Tzn, Danica Porobic, Anastasia Ailamaki |
| 2013 | IJCAI | Employing Batch Reinforcement Learning to Control Gene Regulation Without Explicitly Constructing Gene Regulatory Networks. | Utku Sirin, Faruk Polat, Reda Alhajj |
| 2012 | ICMLA | Effective Enrichment of Gene Expression Data Sets. | Utku Sirin, Utku Erdogdu, Mehmet Tan, Faruk Polat, Reda Alhajj |
| 2012 | LREC | METU Turkish Discourse Bank Browser. | Utku Sirin, Ruket akici, Deniz Zeyrek |