| 2021 | GLOBECOM | Proactive Scheduling and Caching for Wireless VR Viewport Streaming. | Mostafa Abdelrahman, Mohammed Elbamby, Vilho Risnen |
| 2021 | IM | Path-Link Graph Neural Network for IP Network Performance Prediction. | Yangzhe Kong, Dmitry Petrov, Vilho Risnen, Alexander Ilin |
| 2021 | VTC | Probabilistic Path Loss Predictors for mmWave Networks. | Taha Saleh, Dmitry Petrov, Olav Tirkkonen, Vilho Risnen |
| 2020 | ICIN | Creating trust in automation in intent-based mobile network management. | Ville Vartiainen, Dmitry Petrov, Vilho Risnen |
| 2018 | NOMS | Reasoning in agent-based network management. | Vilho Risnen, Nokia Bell, Kasper Apajalahti |
| 2018 | NOMS | Avoidance of improper configuration based on self- operation. | Haitao Tang, Kaj Stenberg, Vilho Risnen, Joonas Kylliainen |
| 2017 | CNSM | Agent composition for 5G management and orchestration. | Vilho Risnen |
| 2017 | IM | Sharing performance measurement events across domains. | Kasper Apajalahti, Juha Niiranen, Shubham Kapoor, Vilho Risnen |
| 2015 | IWCMC | Cognitive self-healing system for future mobile networks. | Fedor Chernogorov, Ilmari Repo, Vilho Risnen, Timo Nihtil, Janne Kurjenniemi |
| 2011 | EDOC | Semantic Integration Platform. | Vilho Risnen |