| 2025 | ISM | Metadata-Guided Hot Swapping of Specialized Super-Resolution Models in Streaming Systems. | Alperen F. Zengin, Ekrem etinkaya, Ali C. Begen, Saba Ahsan, Serhan Gl, Kashyap Kammachi Sreedhar, Emre Aksu |
| 2024 | MMSys | Offline Reinforcement Learning for Bandwidth Estimation in RTC Using a Fast Actor and Not-So-Furious Critic. | Ekrem etinkaya, Ahmet Pehlivanoglu, Ihsan U. Ayten, Basar Yumakogullari, Mehmet E. Ozgun, Yigit K. Erinc, Enes Deniz, Ali C. Begen |
| 2022 | GLOBECOM | Hybrid P2P-CDN Architecture for Live Video Streaming: An Online Learning Approach. | Reza Farahani, Abdelhak Bentaleb, Ekrem etinkaya, Christian Timmerer, Roger Zimmermann, Hermann Hellwagner |
| 2022 | MMM | ECAS-ML: Edge Computing Assisted Adaptation Scheme with Machine Learning for HTTP Adaptive Streaming. | Jess Aguilar Armijo, Ekrem etinkaya, Christian Timmerer, Hermann Hellwagner |
| 2022 | MMM | MoViDNN: A Mobile Platform for Evaluating Video Quality Enhancement with Deep Neural Networks. | Ekrem etinkaya, Minh Nguyen, Christian Timmerer |
| 2021 | MMM | Towards Optimal Multirate Encoding for HTTP Adaptive Streaming. | Hadi Amirpour, Ekrem etinkaya, Christian Timmerer, Mohammad Ghanbari |
| 2021 | MMSP | WISH: User-centric Bitrate Adaptation for HTTP Adaptive Streaming on Mobile Devices. | Minh Nguyen, Ekrem etinkaya, Hermann Hellwagner, Christian Timmerer |
| 2021 | MMSys | Machine Learning Based Video Coding Enhancements for HTTP Adaptive Streaming. | Ekrem etinkaya |
| 2020 | DCC | Fast Multi-rate Encoding for Adaptive HTTP Streaming. | Hadi Amirpour, Ekrem etinkaya, Christian Timmerer, Mohammed Ghanbari |
| 2020 | VCIP | FaME-ML: Fast Multirate Encoding for HTTP Adaptive Streaming Using Machine Learning. | Ekrem etinkaya, Hadi Amirpour, Christian Timmerer, Mohammad Ghanbari |