| 2025 | AAAI | Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution. | Adam Zychowski, Andrew Perrault, Jacek Mandziuk |
| 2025 | GECCO | Augmented Decision Spaces for Stackelberg Security Games: Sparse evolution begets scalability. | Adam Zychowski, Abhishek Gupta, Yew Soon Ong, Jacek Mandziuk |
| 2025 | GECCO | Diversity-driven Cooperating Portfolio of Metaheuristic Algorithms. | Adam Zychowski, Xin Yao, Jacek Mandziuk |
| 2025 | ICAISC | Migration Timing in Hybrid Island-Based Metaheuristic Algorithms. | Adam Zychowski, Xin Yao, Jacek Mandziuk |
| 2025 | KES | Adaptive Metaheuristic Selection in Island-Based Optimization. | Adam Zychowski, Xin Yao, Jacek Mandziuk |
| 2024 | AAAI | Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret. | Adam Zychowski, Andrew Perrault, Jacek Mandziuk |
| 2022 | AISTATS | Duel-based Deep Learning system for solving IQ tests. | Paulina Tomaszewska, Adam Zychowski, Jacek Mandziuk |
| 2022 | ICAISC | Evolutionary Approach to Melodic Line Harmonization. | Jan Mycka, Adam Zychowski, Jacek Mandziuk |
| 2022 | ICCS | Human-Level Melodic Line Harmonization. | Jan Mycka, Adam Zychowski, Jacek Mandziuk |
| 2022 | ICCS | Coevolutionary Approach to Sequential Stackelberg Security Games. | Adam Zychowski, Jacek Mandziuk |
| 2022 | IJCAI | Evolutionary Approach to Security Games with Signaling. | Adam Zychowski, Jacek Mandziuk, Elizabeth Bondi, Aravind Venugopal, Milind Tambe, Balaraman Ravindran |
| 2021 | ICONIP | Learning Attacker's Bounded Rationality Model in Security Games. | Adam Zychowski, Jacek Mandziuk |
| 2019 | AAAI | A Memetic Approach for Sequential Security Games on a Plane with Moving Targets. | Jan Karwowski, Jacek Mandziuk, Adam Zychowski, Filip Grajek, Bo An |
| 2019 | IJCNN | Dimensionality Reduction in Multilabel Classification with Neural Networks. | Jacek Mandziuk, Adam Zychowski |
| 2019 | IJCNN | DeepIQ: A Human-Inspired AI System for Solving IQ Test Problems. | Jacek Mandziuk, Adam Zychowski |
| 2018 | PPSN | Generalized Self-adapting Particle Swarm Optimization Algorithm. | Mateusz Ulinski, Adam Zychowski, Michal Okulewicz, Mateusz Zaborski, Hubert Kordulewski |
| 2017 | IJCNN | A TCART-M - Tuned CARTesian-based error function for multilabel classification with the MLP. | Jacek Mandziuk, Adam Zychowski, Lipo Wang |