| 2025 | EMO | An Extension of the Welded Beam Problem that Includes Multiple Interacting Design Concepts. | Angus Kenny, Tapabrata Ray, Hemant Kumar Singh |
| 2025 | EMO | An Efficient Iterative Approach for Uniformly Representing Pareto Fronts. | Bhupinder Singh Saini, Hemant Kumar Singh, Babooshka Shavazipour, Kaisa Miettinen |
| 2025 | EMO | Extended Results on Analytical Hypervolume Indicator Calculation of Linear and Quadratic Pareto Fronts. | Hemant Kumar Singh |
| 2025 | EMO | Bilevel Optimization-Based Decomposition for Solving Single and Multiobjective Optimization Problems. | Ankur Sinha, Dhaval Pujara, Hemant Kumar Singh |
| 2025 | EMO | Selective Evaluations for Expediting Multi-objective Bilevel Optimization. | Bing Wang, Hemant Kumar Singh, Tapabrata Ray |
| 2024 | CEC | Decomposition of Difficulties in Complex Optimization Problems using a Bilevel Approach. | Ankur Sinha, Dhaval Pujara, Hemant Kumar Singh |
| 2024 | CEC | Improving the Performance of Bilevel Evolutionary Algorithms using Variable Associations. | Bing Wang, Hemant Kumar Singh, Tapabrata Ray |
| 2024 | GECCO | Evolutionary computation for stochastic problems. | Frank Neumann, Aneta Neumann, Hemant Kumar Singh |
| 2024 | GECCO | Using Bayesian Optimization to Improve Hyperparameter Search in TPOT. | Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer |
| 2023 | CEC | A Generalized Surrogate-Assisted Evolutionary Algorithm for Expensive Multi-Objective Optimization. | Kamrul Hasan Rahi, Hemant Kumar Singh, Tapabrata Ray |
| 2023 | CEC | An Evaluation of Simple Solution Transfer Strategies for Bilevel Multiobjective Optimization. | Bing Wang, Hemant Kumar Singh, Tapabrata Ray |
| 2023 | EMO | A Test Suite for Multi-objective Multi-fidelity Optimization. | Angus Kenny, Tapabrata Ray, Hemant Kumar Singh, Xiaodong Li |
| 2023 | GECCO | Hybridizing TPOT with Bayesian Optimization. | Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer |
| 2023 | GECCO | Vertical-Axis Wind Turbine Design Using Surrogate-assisted Optimization with Physical Experiments In-loop. | Matthew Lette, Kamrul Hasan Rahi, Hemant Kumar Singh, Tapabrata Ray |
| 2022 | CEC | A Simple Evolutionary Algorithm for Multi-modal Multi-objective Optimization. | Tapabrata Ray, Mohammad Mohiuddin Mamun, Hemant Kumar Singh |
| 2022 | CEC | Investigating Neighborhood Solution Transfer Schemes for Bilevel Optimization. | Bing Wang, Hemant Kumar Singh, Tapabrata Ray |
| 2022 | GECCO | Discovery of implicit relationships from data using linear programming and mixed integer linear programming. | Quang Nhat Huynh, Hemant Kumar Singh, Tapabrata Ray |
| 2022 | PPSN | Identifying Stochastically Non-dominated Solutions Using Evolutionary Computation. | Hemant Kumar Singh, Jrgen Branke |
| 2021 | CEC | Comparing Expected Improvement and Kriging Believer for Expensive Bilevel Optimization. | Bing Wang, Hemant Kumar Singh, Tapabrata Ray |
| 2021 | EMO | A Fast Converging Evolutionary Algorithm for Constrained Multiobjective Portfolio Optimization. | Yi Chen, Hemant Kumar Singh, Aimin Zhou, Tapabrata Ray |
| 2021 | EMO | Investigating Normalization Bounds for Hypervolume-Based Infill Criterion for Expensive Multiobjective Optimization. | Bing Wang, Hemant Kumar Singh, Tapabrata Ray |
| 2021 | GECCO | Multi-objective optimization across multiple concepts: a case study on lattice structure design. | Brandon Parker, Hemant Kumar Singh, Tapabrata Ray |
| 2021 | GECCO | Bridging kriging believer and expected improvement using bump hunting for expensive black-box optimization. | Bing Wang, Hemant Kumar Singh, Tapabrata Ray |
| 2020 | CEC | Online intensification of search around solutions of interest for multi/many-objective optimization. | Tapabrata Ray, Hemant Kumar Singh, Ahsanul Habib, Tobias Rodemann, Markus Olhofer |
| 2020 | GECCO | A preliminary study towards an improved shepherding model. | Heba El-Fiqi, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Hemant Kumar Singh, Robert A. Hunjet, Hussein A. Abbass |
| 2020 | GECCO | Wind-turbine design optimization using a many-objective evolutionary algorithm. | Ahsanul Habib, Kamrul Hasan Rahi, Hemant Kumar Singh, Tapabrata Ray |
| 2020 | GECCO | Expediting the convergence of evolutionary algorithms by identifying promising regions of the search space. | Kamrul Hasan Rahi, Ahsanul Habib, Hemant Kumar Singh, Tapabrata Ray |
| 2019 | CEC | Rollout based Heuristics for the Quantum Circuit Compilation Problem. | Shelvin Chand, Hemant Kumar Singh, Tapabrata Ray, Michael J. Ryan |
| 2019 | CEC | Investigating the use of sequencing and infeasibility driven strategies for constrained optimization. | Kamrul Hasan Rahi, Hemant Kumar Singh, Tapabrata Ray |
| 2019 | EMO | Optimum Wind Farm Layouts: A Many-Objective Perspective and Case Study. | Kalyan Shankar Bhattacharjee, Hemant Kumar Singh, Tapabrata Ray |
| 2019 | GECCO | A component-wise study of K-RVEA: observations and potential future developments. | Ahsanul Habib, Hemant Kumar Singh, Tapabrata Ray |
| 2019 | GECCO | Investigating the use of linear programming to solve implicit symbolic regression problems. | Quang Nhat Huynh, Hemant Kumar Singh, Tapabrata Ray |
| 2019 | GECCO | A parametric investigation of PBI and AASF scalarizations. | Hemant Kumar Singh, Kalyanmoy Deb |
| 2019 | GECCO | Identifying solutions of interest for practical many-objective problems using recursive expected marginal utility. | Hemant Kumar Singh, Tapabrata Ray, Tobias Rodemann, Markus Olhofer |
| 2018 | CEC | Team Selection Using Multi-/Many-Objective Optimization with Integer Linear Programming. | Shelvin Chand, Hemant Kumar Singh, Tapabrata Ray |
| 2018 | CEC | Efficient Global Optimization for Solving Computationally Expensive Bilevel Optimization Problems. | Md. Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray |
| 2017 | CEC | Decomposition Based Evolutionary Algorithm with a Dual Set of reference vectors. | Kalyan Shankar Bhattacharjee, Hemant Kumar Singh, Tapabrata Ray, Qingfu Zhang |
| 2017 | CEC | A heuristic algorithm for solving resource constrained project scheduling problems. | Shelvin Chand, Hemant Kumar Singh, Tapabrata Ray |
| 2017 | CEC | Accelerating MOEA/D by Nelder-Mead method. | Hanwei Zhang, Aimin Zhou, Guixu Zhang, Hemant Kumar Singh |
| 2016 | CEC | Multiple surrogate assisted multiobjective optimization using improved pre-selection. | Kalyan Shankar Bhattacharjee, Hemant Kumar Singh, Tapabrata Ray, Jrgen Branke |
| 2016 | CEC | Finding robust solutions for resource constrained project scheduling problems involving uncertainties. | Shelvin Chand, Hemant Kumar Singh, Tapabrata Ray |
| 2016 | CEC | A multi-objective batch infill strategy for efficient global optimization. | Ahsanul Habib, Hemant Kumar Singh, Tapabrata Ray |
| 2016 | CEC | Optimum redesign of scale-free networks with robustness and cost considerations. | Quang Nhat Huynh, Hemant Kumar Singh, Tapabrata Ray |
| 2016 | CEC | A memetic algorithm for solving bilevel optimization problems with multiple followers. | Md. Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray |
| 2016 | GECCO | A CUDA Implementation of an Improved Decomposition Based Evolutionary Algorithm for Multi-Objective Optimization. | Md. Asafuddoula, Hemant Kumar Singh, Tapabrata Ray |
| 2016 | GECCO | A Semantics based Symbolic Regression Framework for Mining Explicit and Implicit Equations from Data. | Quang Nhat Huynh, Hemant Kumar Singh, Tapabrata Ray |
| 2015 | CEC | Performance of a steady state quantum genetic algorithm for multi/many-objective engineering optimization problems. | Md. Asafuddoula, Tapabrata Ray, Amitay Isaacs, Hemant Kumar Singh |
| 2015 | CEC | A Memetic Algorithm for solving single objective bilevel optimization problems. | Md. Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray |
| 2015 | CEC | A multi-objective genetic programming approach to uncover explicit and implicit equations from data. | Bing Wang, Hemant Kumar Singh, Tapabrata Ray |
| 2015 | GECCO | Characterizing Pareto Front Approximations in Many-objective Optimization. | Md. Asafuddoula, Tapabrata Ray, Hemant Kumar Singh |
| 2014 | CEC | A benchmark generator for dynamic capacitated arc routing problems. | Min Liu, Hemant Kumar Singh, Tapabrata Ray |
| 2014 | CEC | A memetic algorithm with a new split scheme for solving dynamic capacitated arc routing problems. | Min Liu, Hemant Kumar Singh, Tapabrata Ray |
| 2014 | CEC | Solving problems with a mix of hard and soft constraints using modified infeasibility driven evolutionary algorithm (IDEA-M). | Hemant Kumar Singh, Md. Asafuddoula, Tapabrata Ray |
| 2014 | CEC | A hybrid surrogate based algorithm (HSBA) to solve computationally expensive optimization problems. | Hemant Kumar Singh, Amitay Isaacs, Tapabrata Ray |
| 2011 | CEC | Performance of a hybrid EA-DE-memetic algorithm on CEC 2011 real world optimization problems. | Hemant Kumar Singh, Tapabrata Ray |
| 2010 | CEC | Surrogate assisted Simulated Annealing (SASA) for constrained multi-objective optimization. | Hemant Kumar Singh, Tapabrata Ray, Warren F. Smith |
| 2010 | CEC | Performance of infeasibility empowered memetic algorithm for CEC 2010 constrained optimization problems. | Hemant Kumar Singh, Tapabrata Ray, Warren F. Smith |