| 2025 | EMO | Parallel TD3 for Policy Gradient-Based Multi-condition Multi-objective Optimisation. | Dasun Shalila Balasooriya, Alan Blair, Ben Wilks, Craig A. Wheeler, Tahir Jauhar, Stephan K. Chalup |
| 2024 | DICTA | Generating Topologically and Geometrically Diverse Manifold Data in Dimensions Four and Below. | Khalil Mathieu Hannouch, Stephan K. Chalup |
| 2024 | RoboCup | Efficient Sequence Model for Early Fall Detection of Humanoid Robots. | Khaled Saleh, Thomas O'Brien, Ysobel Sims, Alexandre Mendes, Stephan K. Chalup |
| 2024 | RoboCup | The Director: A Composable Behaviour System with Soft Transitions. | Ysobel Sims, Trent Houliston, Thomas O'Brien, Alexandre Mendes, Stephan K. Chalup |
| 2023 | DICTA | Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data. | Dylan Peek, Matthew P. Skerritt, Stephan K. Chalup |
| 2023 | ICASSP | Enhanced Embeddings in Zero-Shot Learning for Environmental Audio. | Ysobel Sims, Alexandre Mendes, Stephan K. Chalup |
| 2023 | ICONIP | Stereo Visual Mesh for Generating Sparse Semantic Maps at High Frame Rates. | Alexander Biddulph, Trent Houliston, Alexandre Mendes, Stephan K. Chalup |
| 2023 | ICONIP | Topological Dynamics of Functional Neural Network Graphs During Reinforcement Learning. | Matthew Muller, Steve Kroon, Stephan K. Chalup |
| 2022 | CEC | Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification. | Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato |
| 2021 | CEC | Evolutionary Hyperparameter Optimisation for Sentence Classification. | Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato |
| 2021 | IJCNN | Cognitive Radio Spectrum Sensing and Prediction Using Deep Reinforcement Learning. | Syed Qaisar Jalil, Stephan K. Chalup, Mubashir Husain Rehmani |
| 2020 | CEC | Robust Multi-Objective optimization using Conditional Pareto Optimal Dominance. | Seyedeh Zahra Mirjalili, Stephan K. Chalup, Seyedali Mirjalili, Nasimul Noman |
| 2020 | ECAI | End-To-End Speech Emotion Recognition Based on Time and Frequency Information Using Deep Neural Networks. | Ali Bakhshi, Aaron S. W. Wong, Stephan K. Chalup |
| 2020 | ICPR | Multimodal Emotion Recognition Based on Speech and Physiological Signals Using Deep Neural Networks. | Ali Bakhshi, Stephan K. Chalup |
| 2020 | IJCNN | DQR: Deep Q-Routing in Software Defined Networks. | Syed Qaisar Jalil, Mubashir Husain Rehmani, Stephan K. Chalup |
| 2020 | Mobiquitous | A Deep Reinforcement Learning Approach to Fair Distributed Dynamic Spectrum Access. | Syed Qaisar Jalil, Mubashir Husain Rehmani, Stephan K. Chalup |
| 2019 | CEC | Fast Automatic Optimisation of CNN Architectures for Image Classification Using Genetic Algorithm. | Ali Bakhshi, Nasimul Noman, Zhiyong Chen, Mohsen Zamani, Stephan K. Chalup |
| 2019 | IJCNN | From Face Recognition to Facial Pareidolia: Analysing Hidden Neuron Activations in CNNs for Cross-Depiction Recognition. | Asad Abbas, Stephan K. Chalup |
| 2019 | IJCNN | The Impact of Image Resolution on Facial Expression Analysis with CNNs. | Asad Abbas, Stephan K. Chalup |
| 2019 | IJCNN | Testing the Robustness of Manifold Learning on Examples of Thinned-Out Data. | Fayeem Aziz, Stephan K. Chalup |
| 2019 | IJCNN | Estimating Betti Numbers Using Deep Learning. | Rahul Paul, Stephan K. Chalup |
| 2019 | ICVS | Comparing Ellipse Detection and Deep Neural Networks for the Identification of Drinking Glasses in Images. | Abdul Jabbar, Alexandre Mendes, Stephan K. Chalup |
| 2019 | RoboCup | Optimization of Robot Movements Using Genetic Algorithms and Simulation. | Brandon Zahn, Jake Fountain, Trent Houliston, Alexander Biddulph, Stephan K. Chalup, Alexandre Mendes |
| 2018 | BIBE | Adjacent Network for Semantic Segmentation of Liver CT Scans. | Indriani Puspitasari Astono, James S. Welsh, Stephan K. Chalup |
| 2018 | ICONIP | Aligning Manifolds of Double Pendulum Dynamics Under the Influence of Noise. | Fayeem Aziz, Aaron S. W. Wong, James S. Welsh, Stephan K. Chalup |
| 2018 | ICONIP | Comparing Computing Platforms for Deep Learning on a Humanoid Robot. | Alexander Biddulph, Trent Houliston, Alexandre Mendes, Stephan K. Chalup |
| 2018 | RoboCup | Visual Mesh: Real-Time Object Detection Using Constant Sample Density. | Trent Houliston, Stephan K. Chalup |
| 2018 | RoboCup | RoboCup Junior in the Hunter Region: Driving the Future of Robotic STEM Education. | Aaron S. W. Wong, Ryan Jeffery, Peter Turner, Scott Sleap, Stephan K. Chalup |
| 2017 | BPM | Improving Operational Performance in Service Delivery Organizations by Using a Metaheuristic Task Allocation Algorithm. | Rahul Paul, R. P. Jagadeesh Chandra Bose, Stephan K. Chalup, Gurulingesh Raravi |
| 2017 | ICMI | Group emotion recognition in the wild by combining deep neural networks for facial expression classification and scene-context analysis. | Asad Abbas, Stephan K. Chalup |
| 2017 | ICONIP | Training Deep Neural Networks for Detecting Drinking Glasses Using Synthetic Images. | Abdul Jabbar, Luke Farrawell, Jake Fountain, Stephan K. Chalup |
| 2015 | RoboCup | A Fast Method for Adapting Lookup Tables Applied to Changes in Lighting Colour. | Trent Houliston, Mitchell Metcalfe, Stephan K. Chalup |
| 2014 | AusDM | Evolving Wavelet Neural Networks for Breast Cancer Classi cation. | Maryam Mahsal Khan, Stephan K. Chalup, Alexandre Mendes |
| 2014 | IE | Software Development in the City Evolutions Project. | Lei Tan, Ross Bille, Yuqing Lin, Stephan K. Chalup, Chris Tucker |
| 2013 | RoboCup | Motivated Reinforcement Learning for Improved Head Actuation of Humanoid Robots. | Jake Fountain, Josiah Walker, David M. Budden, Alexandre Mendes, Stephan K. Chalup |
| 2012 | IJCNN | An experimental evaluation of pairwise adaptive support vector machines. | Kenny Hong, Stephan K. Chalup, Robert A. R. King |
| 2012 | IJCNN | Analysis of pedestrian spatial behaviour using GDTW-P-SVMs. | Arash Jalalian, Stephan K. Chalup, Michael J. Ostwald |
| 2012 | RoboCup | Evaluation of Colour Models for Computer Vision Using Cluster Validation Techniques. | David M. Budden, Shannon Fenn, Alexandre Mendes, Stephan K. Chalup |
| 2010 | IJCNN | A component based approach improves classification of discrete facial expressions over a holistic approach. | Kenny Hong, Stephan K. Chalup, Robert A. R. King |
| 2008 | HIS | Quadratic Leaky Integrate-and-Fire Neural Network Tuned with an Evolution-Strategy for a Simulated 3D Biped Walking Controller. | Lukasz Wiklendt, Stephan K. Chalup, Mara M. Seron |
| 2008 | IJCNN | Towards visualisation of sound-scapes through dimensionality reduction. | Aaron S. W. Wong, Stephan K. Chalup |
| 2003 | CEC | Towards staged evolution of an artificial player for Hex by enlarging the boardsize during training. | Stephan K. Chalup |
| 2003 | RoboCup | Traction Monitoring for Collision Detection with Legged Robots. | Michael J. Quinlan, Craig L. Murch, Richard H. Middleton, Stephan K. Chalup |
| 1999 | CEC | A study on hill climbing algorithms for neural network training. | Stephan K. Chalup, Frdric Maire |
| 1998 | CoNLL | Natural Language Learning by Recurrent Neural Networks: A Comparison with probabilistic approaches. | Michael Towsey, Joachim Diederich, Ingo Schellhammer, Stephan K. Chalup, Claudia Brugman |