| 2022 | Networking | Contradiction Management in Intent-driven Cognitive Autonomous RAN. | Anubhab Banerjee, Stephen S. Mwanje, Georg Carle |
| 2022 | NOMS | Clustering Mobile Network Data with Decorrelating Adversarial Nets. | Mrton Kaj, Janik Schnellbach, Stephen S. Mwanje, Georg Carle |
| 2022 | NOMS | Robust Deep Learning against Corrupted Data in Cognitive Autonomous Networks. | Mrton Kaj, Janik Schnellbach, Stephen S. Mwanje, Georg Carle |
| 2021 | CNSM | On Detection of Manipulative Cognitive Functions in Cognitive Autonomous Networks. | Anubhab Banerjee, Stephen S. Mwanje, Georg Carle |
| 2021 | CNSM | An Intent-Driven Orchestration of Cognitive Autonomous Networks for RAN management. | Anubhab Banerjee, Stephen S. Mwanje, Georg Carle |
| 2021 | IM | Optimal configuration determination in Cognitive Autonomous Networks. | Anubhab Banerjee, Stephen S. Mwanje, Georg Carle |
| 2021 | IM | Machine-Learning-Based Predictive Handover. | Ahmed Masri, Teemu Veijalainen, Henrik Martikainen, Stephen S. Mwanje, Janne Ali-Tolppa, Mrton Kaj |
| 2020 | NOMS | Environment Modeling and Abstraction of Network States for Cognitive Functions. | Stephen S. Mwanje, Mrton Kaj, Sayantini Majumdar, Georg Carle |
| 2018 | WCNC | Distributed energy saving management in multi-layer 4G/5G ultra-dense networks. | Stephen S. Mwanje, Janne Ali-Tolppa |
| 2017 | IM | Layer-independent PCI assignment method for Ultra-Dense multi-layer co-channel mobile Networks. | Stephen S. Mwanje, Janne Ali-Tolppa |
| 2017 | PIMRC | Multiple resource reuse for D2D communication with uniform interference in 5G cellular networks. | Abubaker-Matovu Waswa, Dariush M. Soleymani, Stephen S. Mwanje, Jens Mueckenheim, Andreas Mitschele-Thiel |
| 2016 | CNSM | Fluid capacity for energy saving management in multi-layer ultra-dense 4G/5G cellular networks. | Stephen S. Mwanje, Janne Ali-Tolppa |
| 2016 | PIMRC | Network management automation in 5G: Challenges and opportunities. | Stephen S. Mwanje, Guillaume Decarreau, Christian Mannweiler, Muhammad Naseer ul Islam, Lars-Christoph Schmelz |
| 2015 | CNSM | On the limits of PCI auto configuration and reuse in 4G/5G ultra dense networks. | Stephen S. Mwanje, Janne Ali-Tolppa, Henning Sanneck |
| 2015 | IM | An improved anomaly detection in mobile networks by using incremental time-aware clustering. | Borislava Gajic, Szabolcs Novczki, Stephen S. Mwanje |
| 2015 | IM | STS: Space-time scheduling for coordinating self-organization network functions in LTE. | Stephen S. Mwanje, Andreas Mitschele-Thiel |
| 2015 | IM | Concurrent cooperative games for coordinating SON functions in cognitive cellular networks. | Stephen S. Mwanje, Andreas Mitschele-Thiel |
| 2014 | ISCC | Distributed cooperative Q-learning for mobility-sensitive handover optimization in LTE SON. | Stephen S. Mwanje, Andreas Mitschele-Thiel |
| 2014 | ISCC | Multi-parameter Q-Learning for downlink Inter-Cell Interference Coordination in LTE SON. | Usama Sallakh, Stephen S. Mwanje, Andreas Mitschele-Thiel |
| 2014 | ISCC | A policy based conflict resolution mechanism for MLB and MRO in LTE self-optimizing networks. | Nauman Zia, Stephen S. Mwanje, Andreas Mitschele-Thiel |
| 2014 | Mobiquitous | RSS based cell fingerprint patterns and algorithms for cell identification in the context of self-organized energy saving. | Elke Roth-Mandutz, Stephen S. Mwanje, Andreas Mitschele-Thiel |
| 2014 | WCNC | Q-CE: Self-organized Cognitive Engine based on Q-learning. | Ali H. Mahdi, Zeeshan Ansar, Stephen S. Mwanje, Oleksandr Artemenko, Andreas Mitschele-Thiel |
| 2013 | PIMRC | A Q-Learning strategy for LTE mobility Load Balancing. | Stephen S. Mwanje, Andreas Mitschele-Thiel |
| 2013 | VTC | Minimizing Handover Performance Degradation Due to LTE Self Organized Mobility Load Balancing. | Stephen S. Mwanje, Andreas Mitschele-Thiel |