Selected Publications

• B. Salehi, J. Gu, D. Roy, K. Chowdhury, “FLASH: Federated Learning for Automated Selection of High-band mmWave Sectors,” IEEE Conference on Computer Communications, INFOCOM 2022. pdf

• B. Salehi, G. Reus-Muns, D. Roy, Z. Wang, T. Jian, J. Dy, S. Ioannidis, K. Chowdhury, “Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network”, IEEE Transactions on Vehicular Technology 2022. pdf

• B. Salehi, M. Belgiovine, SG. Sanchez, J. Dy, S. Ioannidis, K. Chowdhury, “Machine Learning on Camera Images for Fast mmWave Beamforming”, IEEE 17th International Conference on Mobile Ad Hoc and Sensor Systems (MASS) 2020. pdf

• Z. Wang, B. Salehi, A. Gritsenko, K. Chowdhury, S. Ioannidis, J. Dy, “Open-World Class Discovery with Kernel Networks” IEEE International Conference on Data Mining (ICDM 2020). pdf

• D. Roy, B. Salehi, S. Banou, S. Mohanti, G. Reus-Muns, M. Belgiovine,P. Ganesh, C. Dick, K. Chowdhury, “Going beyond RF: A survey on how AI-enabled multimodal beamforming will shape the NextG standard”, Computer Networks (2023). pdf

• N. Soltani, G. Reus-Muns, B. Salehi, J. Dy, S. Ioannidis, K. Chowdhury, ”RF Fingerprinting Unmanned Aerial Vehicles with Non-standard Transmitter Waveforms” IEEE Transactions on Vehicular Technology. pdf

Papers under Review:

• B. Salehi, U. Demir, D. Roy, S. Pradhan, J. Dy, S. Ioannidis, K. Chowdhury, “Multiverse at the Edge: Interacting Real World and Digital Twins for Wireless Beamforming”, pdf

• B. Salehi, J. Gu, D. Roy, C. Dick, K. Chowdhury, “FLASH-and-Prune: Federated Learning for Automated Selection of High-band mmWave Sectors using Model Pruning”, (in collaboration with NVIDIA INC).

• B. Salehi, D. Roy, T. Jian, C. Dick, S. Ioannidis, K. Chowdhury “Omi-CNN: A Modality-agnostic Neural Network for mmWave Beam Selection”, under review, (in collaboration with NVIDIA INC).

• B. Salehi, D. Roy, M. Eisen, A. Baxi, D. Cavalcanti, K. Chowdhury,”DARWIN: Digital Twin Assisted Robot Navigation and WIreless Network Management”, under review, (in collaboration with Intel corporation).