| 2021 | ICAART | Explaining Inaccurate Predictions of Models through k-Nearest Neighbors. | Zeki Bilgin, Murat Gunestas |
| 2021 | SACMAT | Secure Aggregation Against Malicious Users. | Ferhat Karako, Melek nen, Zeki Bilgin |
| 2020 | CNSM | Network Coding Aware User Plane for Mobile Networks. | Yekta Turk, Engin Zeydan, Zeki Bilgin, Baris Berk Zorba |
| 2019 | GLOBECOM | Differentially Private Deep Learning for Load Forecasting on Smart Grid. | Elif Ustundag Soykan, Zeki Bilgin, Mehmet Akif Ersoy, Emrah Tomur |
| 2019 | PIMRC | Statistical Appliance Inference in the Smart Grid by Machine Learning. | Zeki Bilgin, Emrah Tomur, Mehmet Akif Ersoy, Elif Ustundag Soykan |
| 2019 | WiMob | A Machine Learning Based Management System for Network Services. | Yekta Turk, Engin Zeydan, Zeki Bilgin |
| 2010 | IWCMC | Using connection expansion to reduce control traffic in MANETs. | Zeki Bilgin, Bilal Khan, Ala I. Al-Fuqaha |
| 2010 | IWCMC | Only the short die old: route optimization in MANETs by dynamic subconnection shrinking. | Zeki Bilgin, Bilal Khan, Ala I. Al-Fuqaha |
| 2009 | IWCMC | Balancing power: tradeoffs between connection lifetime and control traffic in MANETS. | Zeki Bilgin, Bilal Khan |