| 2025 | ISCC | SyndFL: Addressing Class Imbalance to Enhance Fairness in Healthcare Image Processing Through Syndicated Federated Learning. | Ferdinand Kahenga, Antoine B. Bagula, Sajal K. Das |
| 2025 | ISCC | Federated and Split Learning with Frugal Labelling and Label Scarcity in Healthcare Datasets. | Patrick Sello, Antoine B. Bagula, Ferdinand Kahenga |
| 2024 | GLOBECOM | FedDAFL: Federated Transfer Learning with Domain Adaptation for Frugally Labeled Datasets. | Ferdinand Kahenga, Antoine B. Bagula, Sajal K. Das |
| 2023 | GLOBECOM | FedFaSt: Selective Federated Learning Using Fittest Parameters Aggregation and Slotted Clients Training. | Ferdinand Kahenga, Antoine B. Bagula, Sajal K. Das |
| 2020 | ISCC | Priority Based Traffic Pre-emption System for Medical Emergency Vehicles in Smart Cities. | Olasupo Ajayi, Antoine B. Bagula, Ifeoma Chukwubueze, Hloniphani Maluleke |
| 2020 | ISCC | Predictive Models for Mitigating COVID-19 Outbreak. | Antoine B. Bagula, Hloniphani Maluleke, Olasupo Ajayi, Amani Bagula, Nancy Bagula, Moise Bagula |
| 2020 | WiMob | Efficient Airborne Network Clustering for 5G Backhauling and Fronthauling. | Hloniphani Maluleke, Antoine B. Bagula, Olasupo Ajayi |
| 2019 | WCNC | An Optimal Spectrum Allocation Strategy for Dynamic Spectrum Markets. | Hope Mauwa, Antoine B. Bagula, Emmanuel Tuyishimire |
| 2019 | WiMob | An Optimal Spectrum Allocation Strategy for Dynamic Spectrum Markets. | Hope Mauwa, Antoine B. Bagula, Emmanuel Tuyishimire, Tembisa Ngqondi |
| 2017 | ISCC | Cyber-healthcare cloud computing interoperability using the HL7-CDA standard. | Claude Lubamba, Antoine B. Bagula |
| 2017 | ISCC | Cooperative data muling from ground sensors to base stations using UAVs. | Emmanuel Tuyishimire, Antoine B. Bagula, Slim Rekhis, Noureddine Boudriga |
| 2017 | ITNAC | Connecting the unconnected 10% of New Zealanders by 2025: Is a MahiTahi approach possible? | Mara E. Villapol, William Liu, Jairo A. Gutirrez, Luca Chiaraviglio, Arjuna Sathiaseelan, Jinsong Wu, Antoine B. Bagula, Junaid Qadir, Jian Song, Wenjun Zhang, Mark A. Gregory, Ji Wu |
| 2016 | APCC | Cooperative sensor-clouds for public safety services in infrastructure-less areas. | Sarra Berrahal, Noureddine Boudriga, Antoine B. Bagula |
| 2016 | ISCC | Cyber-healthcare for public healthcare in the developing world. | M. Mandava, Claude Lubamba, Adiel Ismail, Antoine B. Bagula, Herman Bagula |
| 2016 | MOMM | A cloud of UAVs for the Delivery of a Sink As A Service to Terrestrial WSNs. | Soumaya Bel Hadj Youssef, Slim Rekhis, Noureddine Boudriga, Antoine B. Bagula |
| 2016 | UIC | Internet-of-Things in Motion: A Cooperative Data Muling Model for Public Safety. | Antoine B. Bagula, Emmanuel Tuyishimire, Jason Wadepoel, Noureddine Boudriga, Slim Rekhis |
| 2016 | UIC | Internet of Things in Motion: A Cooperative Data Muling Model Under Revisit Constraints. | Emmanuel Tuyishimire, Ismail Adiel, Slim Rekhis, Antoine B. Bagula, Noureddine Boudriga |
| 2013 | PIMRC | Ubiquitous sensor network management: The least interference beaconing model. | Antoine B. Bagula, Djamel Djenouri, Elmouatezbillah Karbab |
| 2013 | UIC | CitiSafe: Adaptive Spatial Pattern Knowledge Using Fp-Growth Algorithm for Crime Situation Recognition. | Omowunmi E. Isafiade, Antoine B. Bagula |
| 2013 | UIC | Monitoring Community Clouds: The Lightweight Network Management Protocol. | Taariq Mullins, Antoine B. Bagula |
| 2012 | ICTD | The role of ICTs in downscaling and up-scaling integrated weather forecasts for farmers in sub-Saharan Africa. | Muthoni Masinde, Antoine B. Bagula, Nzioka J. Muthama |
| 2012 | WiMob | On the relevance of using affordable tools for white spaces identification. | Marco Zennaro, Ermanno Pietrosemoli, Antoine B. Bagula, Sindiso M. Nleya |
| 2011 | GLOBECOM | Traffic engineering framework for inter-working multi-hop wireless networks. | Oladayo Salami, Antoine B. Bagula, H. Anthony Chan |
| 2010 | CNSM | MobiGrid: A middleware for integrating mobile phone and grid computing. | Muthoni Masinde, Antoine B. Bagula, Victor Ndegwa |
| 2010 | CNSM | Personalised handoff decision for seamless roaming in next generation of wireless networks. | Lekometsa Mokhesi, Antoine B. Bagula |
| 2009 | ICCCN | Design of a Flexible and Reliable Gateway to Collect Sensor Data in Intermittent Power Environments. | Marco Zennaro, Antoine B. Bagula |
| 2008 | UIC | Energy Constrained Multipath Routing in Wireless Sensor Networks. | Antoine B. Bagula, Kuzamunu G. Mazandu |
| 2006 | NOMS | Traffic Engineering Next Generation IP Networks Using Gene Expression Programming. | Antoine B. Bagula |
| 2005 | CIS | On the Relevance of Using Gene Expression Programming in Destination-Based Traffic Engineering. | Antoine B. Bagula, Hong F. Wang |
| 2001 | MASCOTS | Traffic Engineering Label Switched Paths in IP Networks using a Pre-Planned Flow Optimization Model. | Antoine B. Bagula, Anthony E. Krzesinski |