Publications

**Preprints**

- A. Bansal* and S. Küçükyavuz, A Computational Study of Cutting-Plane Methods for Multi-Stage Stochastic Integer Programs, 2024. (Preprint)
- A. Bhathena, S. Fattahi, A. Gomez and S. Küçükyavuz, A Parametric Approach for Solving Convex Quadratic Optimization with Indicators Over Trees, 2024. (Preprint)
- P. Liu, A. Atamtürk, A. Gomez and S. Küçükyavuz, Polyhedral Analysis of Quadratic Optimization Problems with Stieltjes Matrices and Indicators, 2024. (Preprint)
- T. Xu*, A. Taeb, S. Küçükyavuz, A. Shojaie, Integer Programming for Learning Directed Acyclic Graphs from Non-identifiable Gaussian Models, 2023. (Preprint)
- L. Wei* and S. Küçükyavuz, An Outer Approximation Method for Solving Mixed-Integer Convex Quadratic Programs with Indicators, 2023. (Preprint)
- H.-Y. Huang, H.-H. Wu and S. Küçükyavuz, Mixed-Integer Programming for a Class of Robust Submodular Maximization Problems, 2023. (Preprint)

**Journal Articles**

- X. Xie, I. Gurvich and S. Küçükyavuz, Dynamic Allocation of Reusable Resources: Logarithmic Regret in Overloaded Networks, forthcoming in
**Operations Research**, 2024+. (DOI, Preprint) - Q. Yu* and S. Küçükyavuz, On Constrained Mixed-Integer DR-Submodular Minimization, forthcoming in
**Mathematics of Operations Research**, 2024+. (DOI, Preprint )

- Mixed-Integer Programming (MIP) Workshop Student Poster Prize Honorable Mention, 2022. - L. Wei*, A. Atamtürk, A. Gomez and S. Küçükyavuz, On the Convex Hull of Convex Quadratic Optimization Problems with Indicators,
**Mathematical Programming**, 204(1-2), 703-737, 2024. (DOI, Preprint) - F. Kilinç-Karzan, S. Küçükyavuz, D. Lee and S. Shafieezadeh-Abadeh, Conic Mixed-Binary Sets: Convex Hull Characterizations and Applications, forthcoming in
**Operations Research**, 2023+. (DOI, Preprint) - S. Küçükyavuz, A. Shojaie, H. Manzour*, L. Wei* and H.-H. Wu, Consistent Second-Order Conic Integer Programming for Learning Bayesian Networks,
**Journal of Machine Learning Research**, 24(322), 1-38, 2023. (DOI, Preprint) - Q. Yu* and S. Küçükyavuz, Strong Valid Inequalities for a Class of Concave Submodular Minimization Problems under Cardinality Constraints,
**Mathematical Programming**, 201(1-2), 803-861, 2023. (DOI, Preprint)

- Nemhauser Student Paper Prize, 2023. - P. Liu, S. Fattahi, A. Gomez and S. Küçükyavuz, A Graph-based Decomposition Method for Convex Quadratic Optimization with Indicators,
**Mathematical Programming**, 200(2), 669-701, 2023. (DOI, Preprint)

- INFORMS Computing Society Student Paper Prize Runner-Up, 2022. - N. Ho-Nguyen, F. Kilinç-Karzan, S. Küçükyavuz and D. Lee, Strong Formulations for Distributionally Robust Chance-Constrained Programs with Left-Hand Side Uncertainty under Wasserstein Ambiguity,
**INFORMS Journal on Optimization**, 5(2), 211-232, 2023. (DOI, Preprint) - N. Ho-Nguyen, F. Kilinç-Karzan, S. Küçükyavuz and D. Lee, Distributionally Robust Chance-Constrained Programs with Right-Hand Side Uncertainty under Wasserstein Ambiguity,
**Mathematical Programming**, 196(1-2), 641-672, 2022. (DOI, Preprint, Presentation) - F. Kilinç-Karzan, S. Küçükyavuz and D. Lee, Joint Chance-Constrained Programs and the Intersection of Mixing Sets through a Submodularity Lens,
**Mathematical Programming**, 195(1-2), 283-326, 2022. (DOI, Preprint) - L. Wei*, A. Gomez and S. Küçükyavuz, Ideal Formulations for Constrained Convex Optimization Problems with Indicator Variables,
**Mathematical Programming**, 192(1-2), 57-88, 2022. (DOI, Preprint)

- Nemhauser Student Paper Prize, 2021. - N. Noyan, M. Merakli* and S. Küçükyavuz, Two-stage Stochastic Programming under Multivariate Risk Constraints with an Application to Humanitarian Relief Network Design,
**Mathematical Programming**, 191(1), 7-45, 2022. (DOI, Preprint) - S. Küçükyavuz and R. Jiang, Chance-Constrained Optimization under Limited Distributional Information: A Review of Reformulations Based on Sampling and Distributional Robustness,
**EURO Journal on Computational Optimization**, 10, 100030, 1-45, 2022. (DOI, Preprint)

- Honorable Mention, EJCO Marguerite Frank Best Paper Prize, 2022. - Q. Yu* and S. Küçükyavuz, An Exact Cutting Plane Method for k-submodular Function Maximization,
**Discrete Optimization**, 42, 100670, 1-19, 2021. (DOI, Preprint) - H. Manzour*, S. Küçükyavuz, H.-H. Wu and A. Shojaie, Integer Programming for Learning Directed Acyclic Graphs from Continuous Data,
**INFORMS Journal on Optimization**, 3(1), 46-73, 2021. (DOI, Preprint) - Q. Yu* and S. Küçükyavuz, A Polyhedral Approach to Bisubmodular Function Minimization,
**Operations Research Letters**, 49(1), 5-10, 2021. (DOI, Preprint) - M. Merakli* and S. Küçükyavuz, Risk Aversion to Parameter Uncertainty in Markov Decision Processes with
an Application to Slow-Onset Disaster Relief,
**IISE Transactions**, 52(8), 811-831, 2020. (DOI, Preprint) - H.-H. Wu* and S. Küçükyavuz, An Exact Method for Constrained Maximization of the Conditional Value-at-Risk of a Class of Stochastic Submodular Functions,
**Operations Research Letters**, 48(3), 356-361, 2020. (DOI, Preprint) - H.-H. Wu* and S. Küçükyavuz, Probabilistic Partial Set Covering with an Oracle for Chance Constraints,
**SIAM Journal on Optimization**, 29(1), 690-718, 2019. (DOI, Preprint) - X. Liu*, F. Kilinç-Karzan and S. Küçükyavuz, On Intersection of Two Mixing Sets with Applications to Joint Chance-Constrained Programs,
**Mathematical Programming**, 175 (1-2), 29-68, 2019. (DOI, Preprint) - M. Merakli* and S. Küçükyavuz, Vector-Valued Multivariate Conditional Value-at-Risk,
**Operations Research Letters**, 46(3), 300-305, 2018. (DOI, Preprint) - X. Liu* and S. Küçükyavuz, A Polyhedral Study of the Static Probabilistic Lot-Sizing Problem,
**Annals of Operations Research**, 261(1-2), 233-254, 2018. (DOI, Preprint) - H.-H. Wu* and S. Küçükyavuz, A Two-Stage Stochastic Programming Approach for Influence Maximization in Social Networks,
**Computational Optimization and Applications**, 69(3), 563-595, 2018. (DOI, Preprint) - A. Atamtürk, S. Küçükyavuz and B. Tezel, Path Cover and Path Pack Inequalities for the Capacitated Fixed-Charge Network Flow Problem,
**SIAM Journal on Optimization**, 27(3), 1943-1976, 2017. (DOI, Preprint) - X. Liu*, S. Küçükyavuz and N. Noyan, Robust Multicriteria Risk-Averse Stochastic Programming Models,
**Annals of Operations Research**, 259(1), 259-294, 2017. (DOI, Preprint) - S. Küçükyavuz and N. Noyan, Cut Generation for Optimization Problems with Multivariate Risk Constraints,
**Mathematical Programming**, 159(1), 165-199, 2016. (DOI, Preprint) - P. Damci-Kurt*, S. Küçükyavuz, D. Rajan and A. Atamtürk, A Polyhedral Study of Production Ramping,
**Mathematical Programming**, 158(1), 175-205, 2016. (DOI, Preprint, Instances) - X. Liu*, S. Küçükyavuz and J. Luedtke, Decomposition Algorithms for Two-Stage Chance-Constrained Programs,
**Mathematical Programming**, 157(1), 219-243, 2016. (DOI, Preprint)

- INFORMS Computing Society Student Paper Prize Runner-Up, 2015. - A. Atamtürk, A. Gomez and S. Küçükyavuz, Three-partition Inequalities for Constant Capacity Fixed-charge Network Flow Problem,
**Networks**, 67(4), 299-315, 2016. (DOI, Preprint) - M. Walter, P. Damci-Kurt*, S. Dey and S. Küçükyavuz, On a Cardinality-Constrained Transportation Problem With Market Choice,
**Operations Research Letters**, 44(2), 170-173, 2016. (DOI, Preprint) - P. Damci-Kurt*, S. Dey and S. Küçükyavuz, On the Transportation Problem with Market Choice,
**Discrete Applied Mathematics**, 181, 54-77, 2015. (DOI, Preprint) - M. Zhang* and S. Küçükyavuz, Finitely Convergent Decomposition Algorithms for Two-Stage Stochastic Pure Integer Programs,
**SIAM Journal on Optimization**, 24(4), 1933-1951, 2014. (DOI, pdf) - D. Gade*, S. Küçükyavuz and S. Sen, Decomposition Algorithms with Parametric Gomory Cuts for Two-Stage Stochastic Integer Programs,
**Mathematical Programming**, 144(1-2), 39-64, 2014. (DOI, Preprint)

- ICS (INFORMS Computing Society) Prize, 2015. - M. Zhang*, S. Küçükyavuz and S. Goel*, A Branch-and-Cut Method for Dynamic Decision-Making under Joint Chance Constraints,
**Management Science**, 60(5), 1317-1333, 2014. (DOI, Preprint) - Y. Song, J. Luedtke and S. Küçükyavuz, Chance-Constrained Binary Packing Problems,
**INFORMS Journal on Computing**, 26(4), 735-747, 2014. (DOI, Preprint) - D. Gade* and S. Küçükyavuz, Formulations for Dynamic Lot Sizing with Service Levels,
**Naval Research Logistics**, 60(2), 87-101, 2013. (DOI, Preprint, Instances.) - S. Küçükyavuz, On Mixing Sets Arising in Chance-Constrained Programming,
**Mathematical Programming**, 132(1), 31-56, 2012. (DOI, Preprint)

- Third place in INFORMS Junior Faculty Interest Group (JFIG) Paper Competition, 2009. - M. Zhang*, S. Küçükyavuz and H. Yaman, A Polyhedral Study of Multiechelon Lot Sizing with Intermediate Demands,
**Operations Research**, 60(4), 918-935, 2012. (DOI, Preprint)

- First place in George Nicholson Student Paper Competition, 2012. - B. Chen, S. Küçükyavuz and S. Sen, A Computational Study of the Cutting Plane Tree Algorithm for General Mixed-Integer Linear Programs,
**Operations Research Letters**, 40(1), 15-19, 2012. (DOI, Preprint) - B. Chen, S. Küçükyavuz and S. Sen, Finite Disjunctive Programming Characterizations for General Mixed Integer Linear Programs,
**Operations Research**, 59(1), 202-210, 2011. (DOI, Preprint) - D. Gade* and S. Küçükyavuz, A Note on Uncapacitated Lot-Sizing with Fixed Charges on Stocks: The Convex Hull,
**Discrete Optimization**, 8(2), 385-392, 2011. (DOI, Preprint) - Y. Gao, Y.-C. Chiu, S. Wang and S. Küçükyavuz, Optimal Refueling Station Location and Supply Planning for Hurricane Evacuation,
**Transportation Research Record**, 2196, 56-64, 2010. (DOI, Preprint) - S. Küçükyavuz and Y. Pochet, Uncapacitated Lot-Sizing with Backlogging: The Convex Hull,
**Mathematical Programming**, 118(1), 151-175, 2009. (DOI, Preprint, Instances.) - K. Huang and S. Küçükyavuz, On Stochastic Lot-Sizing Problems with Random Lead Times,
**Operations Research Letters**, 36(3), 303-308, 2008. (DOI, Preprint) - A. K. Andreas, J. C. Smith and S. Küçükyavuz, Branch-and-Price-and-Cut Algorithms for Solving the Reliable h-Paths Problem,
**Journal of Global Optimization**, 42(4), 443-466, 2008. ( DOI, Preprint) - A. Atamtürk and S. Küçükyavuz, An O(n^2) Algorithm for Lot Sizing with Inventory Bounds and Fixed Costs,
**Operations Research Letters**, 36(3), 297-299, 2008. (DOI, Preprint) - A. Atamtürk and S. Küçükyavuz, Lot-Sizing with Inventory Bounds and Fixed Costs: Polyhedral Study and Computation,
**Operations Research**, 53(4), 711-730, 2005. (DOI, Preprint)

**Book Chapters **

- S. Küçükyavuz and Q. Yu*, Mixed-Integer Programming Approaches to Generalized Submodular Optimization and its Applications,
**INFORMS TutORials in Operations Research**(eds. E. Bish and H. Balasubramanian), 1-30, 2023. (DOI, Preprint) - S. Küçükyavuz and S. Sen, An Introduction to Two-Stage Stochastic Mixed-Integer Programming,
**INFORMS TutORials in Operations Research**(eds. R. Batta and J. Peng), 1-27, 2017. (DOI, Preprint) - D. Gade* and S. Küçükyavuz, Pure Cutting Plane Algorithms and Their Convergence,
**Wiley Encyclopedia of Operations Research and Management Science**(ed. J. J. Cochran), 2013. (DOI, Preprint) - S. Küçükyavuz, Mixed-Integer Optimization Approaches to Deterministic and Stochastic Inventory Management,
**INFORMS TutORials in Operations Research,**(ed. J. Geunes), 90-105, 2011. (DOI, Preprint)

**Conference Proceedings **

- J. Hambleton, A. Nally and S. Küçükyavuz, Optimal Test Methods for Determining Material Parameters,
*Proceedings of the 20th International Conference on Soil Mechanics and Geotechnical Engineering*, 389-394, 2022. - L. Wei*, A. Gomez and S. Küçükyavuz, On the Convexification of Constrained Quadratic Optimization Problems with Indicator Variables, In: D. Bienstock, G. Zambelli (eds), Integer Programming and Combinatorial Optimization, IPCO 2020,
**Lecture Notes in Computer Science**, vol 12125, 433-447, Springer, Cham, 2020. (DOI, Preprint) - S. Goel* and S. Küçükyavuz, Dynamic Probabilistic Lot Sizing with Service Levels,
*Proceedings of the 2nd International Workshop on Lot Sizing*, 2011. - S. Küçükyavuz and D. Gade*, Algorithms and Strong Formulations for Production Planning with Service Level Constraints,
*Proceedings of the NSF Engineering Research and Innovation Conference*, 2011. - S. Küçükyavuz, Mixed-Integer Optimization for Production Planning Under Uncertainty,
*Proceedings of the NSF Engineering Research and Innovation Conference*, 2009.

**Patent **

- United States Patent, US8745265, Interconnection Fabric Connection, J.W. Drew, J. Wilkes, C. O'Toole, D. Hagerman and S. Küçükyavuz, 2014.

* Post-doc/Ph.D./M.Sc. advisee