| 2024 | AINA | Realtime BGP Anomaly Detection Using Graph Centrality Features. | Janel Huang, Murugaraj Odiathevar, Alvin C. Valera, Jyoti Sahni, Marcus Frean, Winston K. G. Seah |
| 2021 | COMSNETS | Humans Learning from Machines: Data Science Meets Network Management. | Murugaraj Odiathevar, Duncan Cameron, Winston K. G. Seah, Marcus Frean, Alvin C. Valera |
| 2019 | ICCCN | A Hybrid Online Offline System for Network Anomaly Detection. | Murugaraj Odiathevar, Winston K. G. Seah, Marcus Frean |
| 2018 | IVCNZ | A Comparison of RGB and HSV Colour Spaces for Visual Attention Models. | Aisha Ajmal, Christopher Hollitt, Marcus Frean, Harith Al-Sahaf |
| 2018 | IVCNZ | Sample-Efficient Optimization Using Bayesian Neural Networks. | Mashall Aryan, Marcus Frean, John Lewis |
| 2017 | ICML | The Shattered Gradients Problem: If resnets are the answer, then what is the question? | David Balduzzi, Marcus Frean, Lennox Leary, J. P. Lewis, Kurt Wan-Duo Ma, Brian McWilliams |
| 2017 | IVCNZ | Active shift attention based object tracking system. | Aisha Ajmal, Christopher Hollitt, Marcus Frean |
| 2017 | IVCNZ | Back To RGB: Deep articulated hand pose estimation from a single camera image. | Kurt Wan-Duo Ma, J. P. Lewis, Marcus Frean, David Balduzzi |
| 2014 | PIMRC | An efficient replica placement heuristic for community WMNs. | Zakwan Al-Arnaout, Qiang Fu, Marcus Frean |
| 2014 | WoWMoM | On the local popularity impact on object replica placement over WMNs. | Zakwan Al-Arnaout, Qiang Fu, Marcus Frean |
| 2013 | IVCNZ | Trading off salience and uncertainty in sampling a visual scene. | Arindam Bhakta, Marcus Frean, Christopher Hollitt, Will N. Browne |
| 2013 | MASCOTS | Link-Quality Aware Object Replication and Placement for Multi-hop Wireless Mesh Networks. | Zakwan Al-Arnaout, Jonathan Hart, Qiang Fu, Marcus Frean |
| 2013 | MSWIM | Exploiting graph partitioning for hierarchical replica placement in WMNs. | Zakwan Al-Arnaout, Qiang Fu, Marcus Frean |
| 2012 | IVCNZ | Latent Dirichlet allocation for image segmentation and source finding in radio astronomy images. | Anna Friedlander, Marcus Frean, Melanie Johnston-Hollitt, Christopher Hollitt |
| 2012 | LCN | MP-DNA: A novel distributed replica placement heuristic for WMNs. | Zakwan Al-Arnaout, Jonathan Hart, Qiang Fu, Marcus Frean |
| 2012 | NOSSDAV | A content replication scheme for wireless mesh networks. | Zakwan Al-Arnaout, Qiang Fu, Marcus Frean |
| 2011 | ITNAC | A novel distributed content replication and placement scheme for Wireless Mesh Networks. | Zakwan Al-Arnaout, Qiang Fu, Marcus Frean |