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2020 – today
- 2024
[j7]Batool Salehi
, Utku Demir, Debashri Roy, Suyash Pradhan, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury:
Multiverse at the Edge: Interacting Real World and Digital Twins for Wireless Beamforming. IEEE/ACM Trans. Netw. 32(4): 3092-3110 (2024)- [j6]Batool Salehi, Debashri Roy, Tong Jian, Chris Dick, Stratis Ioannidis, Kaushik R. Chowdhury:
$\text{Omni-CNN}$: A Modality-Agnostic Neural Network for mmWave Beam Selection. IEEE Trans. Veh. Technol. 73(6): 8169-8183 (2024) - [j5]Nasim Soltani, Jifan Zhang, Batool Salehi, Debashri Roy, Robert D. Nowak, Kaushik R. Chowdhury:
Learning from the Best: Active Learning for Wireless Communications. IEEE Wirel. Commun. 31(4): 177-183 (2024) - [c7]Suyash Pradhan, Debashri Roy, Batool Salehi, Kaushik R. Chowdhury:
COPILOT: Cooperative Perception using Lidar for Handoffs between Road Side Units. INFOCOM 2024: 1301-1310 - [i6]Nasim Soltani, Jifan Zhang, Batool Salehi, Debashri Roy, Robert D. Nowak, Kaushik R. Chowdhury:
Learning from the Best: Active Learning for Wireless Communications. CoRR abs/2402.04896 (2024) - 2023
- [j4]Debashri Roy, Batool Salehi, Stella Banou, Subhramoy Mohanti, Guillem Reus Muns, Mauro Belgiovine, Prashant Ganesh, Chris Dick, Kaushik R. Chowdhury:
Going beyond RF: A survey on how AI-enabled multimodal beamforming will shape the NextG standard. Comput. Networks 228: 109729 (2023) - [c6]Jerry Gu, Batool Salehi, Snehal Pimple, Debashri Roy, Kaushik R. Chowdhury:
TUNE: Transfer Learning in Unseen Environments for V2X mmWave Beam Selection. ICC 2023: 1658-1663 - [c5]Tong Jian, Debashri Roy, Batool Salehi, Nasim Soltani, Kaushik R. Chowdhury, Stratis Ioannidis:
Communication-Aware DNN Pruning. INFOCOM 2023: 1-10 - [i5]Batool Salehi, Utku Demir, Debashri Roy, Suyash Pradhan, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury:
Multiverse at the Edge: Interacting Real World and Digital Twins for Wireless Beamforming. CoRR abs/2305.10350 (2023) - 2022
- [j3]Jerry Gu, Batool Salehi, Debashri Roy, Kaushik R. Chowdhury:
Multimodality in mmWave MIMO Beam Selection Using Deep Learning: Datasets and Challenges. IEEE Commun. Mag. 60(11): 36-41 (2022) - [j2]Batool Salehi, Guillem Reus Muns, Debashri Roy, Zifeng Wang, Tong Jian, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury:
Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network. IEEE Trans. Veh. Technol. 71(7): 7639-7655 (2022) - [c4]Batool Salehi, Jerry Gu, Debashri Roy, Kaushik R. Chowdhury:
FLASH: Federated Learning for Automated Selection of High-band mmWave Sectors. INFOCOM 2022: 1719-1728 - [i4]Batool Salehi, Guillem Reus Muns, Debashri Roy, Zifeng Wang, Tong Jian, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury:
Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network. CoRR abs/2201.04712 (2022) - [i3]Debashri Roy, Batool Salehi, Stella Banou, Subhramoy Mohanti, Guillem Reus Muns, Mauro Belgiovine, Prashant Ganesh, Carlos Bocanegra, Chris Dick, Kaushik R. Chowdhury:
Going Beyond RF: How AI-enabled Multimodal Beamforming will Shape the NextG Standard. CoRR abs/2203.16706 (2022) - 2021
- [c3]Guillem Reus Muns, Batool Salehi, Debashri Roy, Tong Jian, Zifeng Wang, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury:
Deep Learning on Visual and Location Data for V2I mmWave Beamforming. MSN 2021: 559-566 - [i2]Batool Salehi, Mauro Belgiovine, Sara Garcia Sanchez, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury:
Machine Learning on Camera Images for Fast mmWave Beamforming. CoRR abs/2102.07337 (2021) - 2020
- [j1]Nasim Soltani, Guillem Reus Muns, Batool Salehi, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury:
RF Fingerprinting Unmanned Aerial Vehicles With Non-Standard Transmitter Waveforms. IEEE Trans. Veh. Technol. 69(12): 15518-15531 (2020) - [c2]Zifeng Wang, Batool Salehi, Andrey Gritsenko, Kaushik R. Chowdhury, Stratis Ioannidis, Jennifer G. Dy:
Open-World Class Discovery with Kernel Networks. ICDM 2020: 631-640 - [c1]Batool Salehi, Mauro Belgiovine, Sara Garcia Sanchez, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury:
Machine Learning on Camera Images for Fast mmWave Beamforming. MASS 2020: 338-346 - [i1]Zifeng Wang, Batool Salehi, Andrey Gritsenko, Kaushik R. Chowdhury, Stratis Ioannidis, Jennifer G. Dy:
Open-World Class Discovery with Kernel Networks. CoRR abs/2012.06957 (2020)
Coauthor Index
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