RF fingerprinting unmanned aerial vehicles with non-standard transmitter waveforms N Soltani, G Reus-Muns, B Salehi, J Dy, S Ioannidis, K Chowdhury IEEE transactions on vehicular technology 69 (12), 15518-15531, 2020 | 63 | 2020 |
Deep learning on multimodal sensor data at the wireless edge for vehicular network B Salehi, G Reus-Muns, D Roy, Z Wang, T Jian, J Dy, S Ioannidis, ... IEEE Transactions on Vehicular Technology 71 (7), 7639-7655, 2022 | 33 | 2022 |
Flash: Federated learning for automated selection of high-band mmwave sectors B Salehi, J Gu, D Roy, K Chowdhury IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 1719-1728, 2022 | 31 | 2022 |
Open-world class discovery with kernel networks Z Wang, B Salehi, A Gritsenko, K Chowdhury, S Ioannidis, J Dy 2020 IEEE International Conference on Data Mining (ICDM), 631-640, 2020 | 22 | 2020 |
Machine learning on camera images for fast mmWave beamforming B Salehi, M Belgiovine, SG Sanchez, J Dy, S Ioannidis, K Chowdhury 2020 IEEE 17th International Conference on Mobile Ad Hoc and Sensor Systems …, 2020 | 17 | 2020 |
Deep learning on visual and location data for V2I mmWave beamforming G Reus-Muns, B Salehi, D Roy, T Jian, Z Wang, J Dy, S Ioannidis, ... 2021 17th International Conference on Mobility, Sensing and Networking (MSN …, 2021 | 15 | 2021 |
Multimodality in mmWave MIMO beam selection using deep learning: Datasets and challenges J Gu, B Salehi, D Roy, KR Chowdhury IEEE Communications Magazine 60 (11), 36-41, 2022 | 10 | 2022 |
Going beyond RF: A survey on how AI-enabled multimodal beamforming will shape the NextG standard D Roy, B Salehi, S Banou, S Mohanti, G Reus-Muns, M Belgiovine, ... Computer Networks 228, 109729, 2023 | 6 | 2023 |
Tune: Transfer learning in unseen environments for V2X mmwave beam selection J Gu, B Salehi, S Pimple, D Roy, KR Chowdhury ICC 2023-IEEE International Conference on Communications, 1658-1663, 2023 | 3 | 2023 |
Communication-aware DNN pruning T Jian, D Roy, B Salehi, N Soltani, K Chowdhury, S Ioannidis IEEE INFOCOM 2023-IEEE Conference on Computer Communications, 1-10, 2023 | 2 | 2023 |
Multiverse at the edge: Interacting real world and digital twins for wireless beamforming B Salehi, U Demir, D Roy, S Pradhan, J Dy, S Ioannidis, K Chowdhury IEEE/ACM Transactions on Networking, 2024 | 1 | 2024 |
Learning from the Best: Active Learning for Wireless Communications N Soltani, J Zhang, B Salehi, D Roy, R Nowak, K Chowdhury arXiv preprint arXiv:2402.04896, 2024 | | 2024 |
Omni-CNN: A Modality-Agnostic Neural Network for Mmwave Beam Selection B Salehi, D Roy, T Jian, C Dick, S Ioannidis, K Chowdhury IEEE Transactions on Vehicular Technology, 2024 | | 2024 |
ARTIFICIAL INTELLIGENCE AND DATA SCIENCE FOR COMMUNICATIONS Y Bai, W Chen, F Sun, B Ai, P Popovski, J Gu, B Salehi, D Roy, ... IEEE Communications Magazine, 2, 2022 | | 2022 |