| 2026 | WoWMoM | GreenFLag: A Green Agentic Approach for Energy-Efficient Federated Learning. | Theodora Panagea, Nikolaos Koursioumpas, Lina Magoula, Ramin Khalili |
| 2026 | WiOpt | Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning. | Marvin Illian, Ramin Khalili, Antonio A. de A. Rocha, Lin Wang |
| 2025 | AIAI | Collaborative Split Federated Learning with Parallel Training and Aggregation. | Yiannis Papageorgiou, Yannis Thomas, Alexios Filippakopoulos, Ramin Khalili, Iordanis Koutsopoulos |
| 2025 | WiOpt | Large Language Model Partitioning for Low-Latency Inference at the Edge. | Dimitrios Kafetzis, Ramin Khalili, Iordanis Koutsopoulos |
| 2024 | INFOCOM | Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES. | Marcel Blcher, Nils Nedderhut, Pavel Chuprikov, Ramin Khalili, Patrick Eugster, Lin Wang |
| 2023 | PIMRC | A Safe Genetic Algorithm Approach for Energy Efficient Federated Learning in Wireless Communication Networks. | Lina Magoula, Nikolaos Koursioumpas, Alexandros-Ioannis Thanopoulos, Theodora Panagea, Nikolaos Petropouleas, Miguel Angel Gutierrez-Estevez, Ramin Khalili |
| 2022 | AAAI | DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems. | Martin Rapp, Ramin Khalili, Kilian Pfeiffer, Jrg Henkel |
| 2022 | INFOCOM | Multi-Agent Distributed Reinforcement Learning for Making Decentralized Offloading Decisions. | Jing Tan, Ramin Khalili, Holger Karl, Artur Hecker |
| 2022 | Networking | CArDS: Dealing a New Hand in Reducing Service Request Completion Times. | Karima Saif Khandaker, Dirk Trossen, Ramin Khalili, Zoran Despotovic, Artur Hecker, Georg Carle |
| 2022 | NOMS | mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks. | Stefan Schneider, Stefan Werner, Ramin Khalili, Artur Hecker, Holger Karl |
| 2022 | PIMRC | A Deep Learning Approach for Distributed QoS Prediction in Beyond 5G Networks. | Lina Magoula, Nikolaos Koursioumpas, Sokratis Barmpounakis, Panagiotis Kontopoulos, Miguel Angel Gutierrez-Estevez, Ramin Khalili, Apostolos Kousaridas |
| 2021 | VTC | iVRLS: In-coverage Vehicular Reinforcement Learning Scheduler. | Taylan Sahin, Mate Boban, Ramin Khalili, Adam Wolisz |
| 2020 | CNSM | Self-Driving Network and Service Coordination Using Deep Reinforcement Learning. | Stefan Schneider, Adnan Manzoor, Haydar Qarawlus, Rafael Schellenberg, Holger Karl, Ramin Khalili, Artur Hecker |
| 2020 | INFOCOM | Letting off STEAM: Distributed Runtime Traffic Scheduling for Service Function Chaining. | Marcel Blcher, Ramin Khalili, Lin Wang, Patrick Eugster |
| 2019 | ACSSC | A Hybrid Sensing and Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications. | Taylan Sahin, Mate Boban, Ramin Khalili, Adam Wolisz |
| 2018 | GLOBECOM | Towards Careless Wireless Mobile Networks. | Ahsan Malik, Xun Xiao, Ramin Khalili, Artur Hecker |
| 2017 | CoNEXT | SDN on ACIDs. | Maja Curic, Georg Carle, Zoran Despotovic, Ramin Khalili, Artur Hecker |
| 2016 | ICCCN | Reducing State of OpenFlow Switches in Mobile Core Networks by Flow Rule Aggregation. | Ramin Khalili, Wint Yi Poe, Zoran Despotovic, Artur Hecker |
| 2016 | ISCC | Identifying latency factors in SDN-based Mobile Core Networks. | Clarissa Cassales Marquezan, Xueli An, Zoran Despotovic, Ramin Khalili, Artur Hecker |
| 2016 | NOMS | Dispatching PACKET_INs to the right SDN control application via context interpretation in Mobile Core Networks. | Clarissa Cassales Marquezan, Xueli An, Zoran Despotovic, Ramin Khalili, Artur Hecker |
| 2016 | PIMRC | Understanding processing latency of SDN based mobility management in mobile core networks. | Clarissa Cassales Marquezan, Zoran Despotovic, Ramin Khalili, David Prez-Caparrs, Artur Hecker |
| 2014 | CoNEXT | MSPlayer: Multi-Source and multi-Path LeverAged YoutubER. | Yung-Chih Chen, Don Towsley, Ramin Khalili |
| 2014 | INFOCOM | Towards a system theoretic approach to wireless network capacity in finite time and space. | Florin Ciucu, Ramin Khalili, Yuming Jiang, Liu Yang, Yong Cui |
| 2014 | INFOCOM | Urban mobility scaling: Lessons from 'little data'. | Galen J. Wilkerson, Ramin Khalili, Stefan Schmid |
| 2014 | SIGMETRICS | Multi-source multipath HTTP (mHTTP): a proposal. | Juhoon Kim, Yung-Chih Chen, Ramin Khalili, Don Towsley, Anja Feldmann |
| 2013 | CoNEXT | On the benefits of applying experimental design to improve multipath TCP. | Christoph Paasch, Ramin Khalili, Olivier Bonaventure |
| 2013 | CoNEXT | Socket intents: leveraging application awareness for multi-access connectivity. | Philipp S. Schmidt, Theresa Enghardt, Ramin Khalili, Anja Feldmann |
| 2013 | IMC | A measurement-based study of MultiPath TCP performance over wireless networks. | Yung-Chih Chen, Yeon-Sup Lim, Richard J. Gibbens, Erich M. Nahum, Ramin Khalili, Don Towsley |
| 2012 | CoNEXT | MPTCP is not pareto-optimal: performance issues and a possible solution. | Ramin Khalili, Nicolas Gast, Miroslav Popovic, Utkarsh Upadhyay, Jean-Yves Le Boudec |
| 2011 | MSWIM | Energy saving and capacity gain of micro sites in regular LTE networks: downlink traffic layer analysis. | Teklemariam Tsegay Tesfay, Ramin Khalili, Jean-Yves Le Boudec, Fred Richter, Albrecht J. Fehske |
| 2010 | INFOCOM | Neighbor Discovery with Reception Status Feedback to Transmitters. | Ramin Khalili, Dennis Goeckel, Donald F. Towsley, Ananthram Swami |
| 2009 | MOBICOM | Neighbor discovery in wireless networks and the coupon collector's problem. | Sudarshan Vasudevan, Donald F. Towsley, Dennis Goeckel, Ramin Khalili |
| 2008 | INFOCOM | A Distributed Minimum-Distortion Routing Algorithm with In-Network Data Processing. | Ramin Khalili, James F. Kurose |
| 2008 | SECON | Practical Algorithms for Gathering Stored Correlated Data in a Network. | Ramin Khalili, James F. Kurose |
| 2006 | ISIT | A tighter Cut-Set bound for the multi-terminal erasure channel without side information. | Ramin Khalili, Kav Salamatian |
| 2005 | ITW | On the capacity of erasure relay channel: multi-relay case. | Ramin Khalili, Kav Salamatian |
| 2005 | WiOpt | A New Relaying Scheme for Cheap Wireless Relay Nodes. | Ramin Khalili, Kav Salamatian |