| 2025 | AAAI | BoolXAI: Explainable AI Using Expressive Boolean Formulas. | Serdar Kadioglu, Elton Yechao Zhu, Gili Rosenberg, John Kyle Brubaker, Martin J. A. Schuetz, Grant Salton, Zhihuai Zhu, Helmut G. Katzgraber |
| 2025 | IJCAI | Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problems. | Junyang Cai, Serdar Kadioglu, Bistra Dilkina |
| 2024 | AAAI | Building Higher-Order Abstractions from the Components of Recommender Systems. | Serdar Kadioglu, Bernard Kleynhans |
| 2023 | CPAIOR | Ner4Opt: Named Entity Recognition for Optimization Modelling from Natural Language. | Parag Pravin Dakle, Serdar Kadioglu, Karthik Uppuluri, Regina Politi, Preethi Raghavan, SaiKrishna Rallabandi, Ravisutha Srinivasamurthy |
| 2023 | DocEng | Read-Write-Learn: Self-Learning for Handwriting Recognition. | Adrian Boteanu, Du Cheng, Serdar Kadioglu |
| 2022 | AAAI | Seq2Pat: Sequence-to-Pattern Generation for Constraint-Based Sequential Pattern Mining. | Xin Wang, Amin Hosseininasab, Pablo Colunga, Serdar Kadioglu, Willem-Jan van Hoeve |
| 2022 | CIKM | Bias mitigation in recommender systems to improve diversity. | Du Cheng, Doruk Kilitioglu, Serdar Kadioglu |
| 2021 | AAAI | Representing the Unification of Text Featurization using a Context-Free Grammar. | Doruk Kilitioglu, Serdar Kadioglu |
| 2021 | CPAIOR | Optimized Item Selection to Boost Exploration for Recommender Systems. | Serdar Kadioglu, Bernard Kleynhans, Xin Wang |
| 2021 | ICMLA | Surrogate Ground Truth Generation to Enhance Binary Fairness Evaluation in Uplift Modeling. | Filip Michalsk, Serdar Kadioglu |
| 2019 | ICTAI | MABWiser: A Parallelizable Contextual Multi-Armed Bandit Library for Python. | Emily Strong, Bernard Kleynhans, Serdar Kadioglu |
| 2019 | ICTAI | Bayesian Deep Learning Based Exploration-Exploitation for Personalized Recommendations. | Xin Wang, Serdar Kadioglu |
| 2016 | CP | Availability Optimization in Cloud-Based In-Memory Data Grids. | Samir Sebbah, Claire Bagley, Mike Colena, Serdar Kadioglu |
| 2016 | NCA | Heterogeneous resource allocation in Cloud Management. | Serdar Kadioglu, Mike Colena, Samir Sebbah |
| 2015 | CP | Optimizing the Cloud Service Experience Using Constraint Programming. | Serdar Kadioglu, Mike Colena, Steven Huberman, Claire Bagley |
| 2014 | AAAI | Parallel Restarted Search. | Andr A. Cir, Serdar Kadioglu, Meinolf Sellmann |
| 2012 | AAAI | Non-Model-Based Search Guidance for Set Partitioning Problems. | Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann |
| 2012 | Interspeech | Feature Selection for Speaker Traits. | Jouni Pohjalainen, Serdar Kadioglu, Okko Rsnen |
| 2011 | CP | Algorithm Selection and Scheduling. | Serdar Kadioglu, Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann |
| 2011 | CP | Incorporating Variance in Impact-Based Search. | Serdar Kadioglu, Eoin O'Mahony, Philippe Refalo, Meinolf Sellmann |
| 2010 | CPAIOR | Upper Bounds on the Number of Solutions of Binary Integer Programs. | Siddhartha Jain, Serdar Kadioglu, Meinolf Sellmann |
| 2010 | ECAI | ISAC - Instance-Specific Algorithm Configuration. | Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann, Kevin Tierney |
| 2009 | CP | Same-Relation Constraints. | Christopher Jefferson, Serdar Kadioglu, Karen E. Petrie, Meinolf Sellmann, Stanislav Zivn |
| 2009 | CP | Dialectic Search. | Serdar Kadioglu, Meinolf Sellmann |
| 2008 | AAAI | Efficient Context-Free Grammar Constraints. | Serdar Kadioglu, Meinolf Sellmann |
| 2008 | CP | Dichotomic Search Protocols for Constrained Optimization. | Meinolf Sellmann, Serdar Kadioglu |