| 2024 | CEC | Dynamic Multi-objective Optimisation Problems with Changes of Varying Frequency and Severity. | Mard Helbig |
| 2024 | GECCO | Visualising Found Solutions and Measures for Dynamic Multi-objective Optimisation. | Mard Helbig |
| 2023 | GECCO | Empirical Loss Landscape Analysis of Neural Network Activation Functions. | Anna Sergeevna Bosman, Andries P. Engelbrecht, Mard Helbig |
| 2021 | GECCO | Dynamic multi-objective optimization: introduction, challenges, applications and future directions. | Mard Helbig |
| 2020 | GECCO | Dynamic Multi-objective Optimisation Problems with Intertemporal Dependencies. | Bernard van Tonder, Mard Helbig |
| 2020 | IJCNN | Loss Surface Modality of Feed-Forward Neural Network Architectures. | Anna Sergeevna Bosman, Andries P. Engelbrecht, Mard Helbig |
| 2020 | SGAI | Weather Downtime Prediction in a South African Port Environment. | Nyiko Cecil Musisinyani, Jacomine Grobler, Mard Helbig |
| 2019 | CEC | Effects of Decision Models on Dynamic Multi-objective Optimization Algorithms for Financial Markets. | Frederick Ditliac Atiah, Mard Helbig |
| 2019 | GECCO | Performance of dynamic algorithms on the dynamic distance minimization problem. | Mard Helbig, Heiner Zille, Mahrokh Javadi, Sanaz Mostaghim |
| 2018 | GECCO | Progressive gradient walk for neural network fitness landscape analysis. | Anna Sergeevna Bosman, Andries P. Engelbrecht, Mard Helbig |
| 2018 | GECCO | Visualising the search process for multi-objective optimisation. | Mard Helbig |
| 2018 | ICAISC | Visualizing the Optimization Process for Multi-objective Optimization Problems. | Bayanda Chakuma, Mard Helbig |
| 2018 | ICAISC | Comparison of Constraint Handling Approaches in Multi-objective Optimization. | Rohan Hemansu Chhipa, Mard Helbig |
| 2018 | ICAISC | Deriving Functions for Pareto Optimal Fronts Using Genetic Programming. | Armand Maree, Marius Riekert, Mard Helbig |
| 2016 | CEC | Key challenges and future directions of dynamic multi-objective optimisation. | Mard Helbig, Kalyanmoy Deb, Andries P. Engelbrecht |
| 2015 | CEC | Influence of the archive size on the performance of the dynamic vector evaluated particle swarm optimisation algorithm solving dynamic multi-objective optimisation problems. | Mard Helbig, Andries P. Engelbrecht |
| 2015 | GECCO | The Effect of Quantum and Charged Particles on the Performance of the Dynamic Vector-evaluated Particle Swarm Optimisation Algorithm. | Mard Helbig, Andries P. Engelbrecht |
| 2014 | CEC | Heterogeneous dynamic vector evaluated particle swarm optimisation for dynamic multi-objective optimisation. | Mard Helbig, Andries P. Engelbrecht |
| 2013 | CEC | Analysing the performance of dynamic multi-objective optimisation algorithms. | Mard Helbig, Andries P. Engelbrecht |
| 2012 | CEC | Analyses of guide update approaches for vector evaluated particle swarm optimisation on dynamic multi-objective optimisation problems. | Mard Helbig, Andries P. Engelbrecht |
| 2011 | CEC | Archive management for dynamic multi-objective optimisation problems using vector evaluated particle swarm optimisation. | Mard Helbig, Andries P. Engelbrecht |