| 2026 | GECCO | Landscape Analysis of Optimization Problems and Algorithms. | Gabriela Ochoa, Katherine M. Malan |
| 2025 | GECCO | Local Optima Networks for Constrained Search Spaces. | Jonathan E. Fieldsend, Arnaud Liefooghe, Katherine M. Malan, Sbastien Vrel |
| 2025 | GECCO | Visualising Adam Oscillations in Neural Network Loss Landscapes. | Henri van der Grijp, Anna S. Bosman, Katherine M. Malan |
| 2024 | GECCO | Landscape Analysis of Optimisation Problems and Algorithms. | Gabriela Ochoa, Katherine M. Malan |
| 2023 | GECCO | Landscape Analysis of Optimization Problems and Algorithms. | Katherine M. Malan, Gabriela Ochoa |
| 2022 | PPSN | A Continuous Optimisation Benchmark Suite from Neural Network Regression. | Katherine M. Malan, Christopher W. Cleghorn |
| 2021 | GECCO | Recent advances in landscape analysis for optimisation and learning. | Katherine M. Malan, Gabriela Ochoa |
| 2021 | GECCO | Analysing the loss landscape features of generative adversarial networks. | Jarrod Moses, Katherine M. Malan, Anna S. Bosman |
| 2019 | GECCO | Local optima networks for continuous fitness landscapes. | Jason Adair, Gabriela Ochoa, Katherine M. Malan |
| 2019 | GECCO | Recent advances in fitness landscape analysis. | Gabriela Ochoa, Katherine M. Malan |
| 2019 | GECCO | Global structure of policy search spaces for reinforcement learning. | Belinda Stapelberg, Katherine M. Malan |
| 2018 | GECCO | Filter versus wrapper feature selection based on problem landscape features. | Werner Mostert, Katherine M. Malan, Andries P. Engelbrecht |
| 2017 | GECCO | Fitness landscape characterisation of optimisation problems: GECCO 2017 tutorial. | Aldeida Aleti, Katherine M. Malan, Irene Moser |
| 2016 | CEC | Analysis of error landscapes in multi-layered neural networks for classification. | Anna S. Rakitianskaia, Eduan Bekker, Katherine M. Malan, Andries P. Engelbrecht |
| 2015 | CEC | Characterising constrained continuous optimisation problems. | Katherine M. Malan, Johannes F. Oberholzer, Andries P. Engelbrecht |
| 2014 | CEC | A progressive random walk algorithm for sampling continuous fitness landscapes. | Katherine M. Malan, Andries P. Engelbrecht |
| 2014 | CEC | Carry trade portfolio optimization using particle swarm optimization. | Stuart G. Reid, Katherine M. Malan, Andries P. Engelbrecht |
| 2013 | CEC | Ruggedness, funnels and gradients in fitness landscapes and the effect on PSO performance. | Katherine M. Malan, Andries P. Engelbrecht |
| 2013 | GECCO | Steep gradients as a predictor of PSO failure. | Katherine M. Malan, Andries P. Engelbrecht |
| 2009 | CEC | Quantifying ruggedness of continuous landscapes using entropy. | Katherine M. Malan, Andries P. Engelbrecht |
| 2009 | CEC | Adaptive Genetic Programming for dynamic classification problems. | Marius Riekert, Katherine M. Malan, Andries P. Engelbrecht |
| 2008 | CEC | Algorithm comparisons and the significance of population size. | Katherine M. Malan, Andries P. Engelbrecht |
| 2004 | OOPSLA | Examples that can do harm in learning programming. | Katherine M. Malan, Ken Halland |
| 2002 | CHI | Using digital technology to access and store African art. | Gary Marsden, Katherine M. Malan, Edwin H. Blake |