9 citations · 18 across the 4 of their papers we have counts for
4 papers
SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models
Sara Babakniya, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin +4
Transfer learning via fine-tuning pre-trained transformer models has gained significant success in delivering state-of-the-art results across various NLP tasks. In the absence of c…
Explicit Calibration of mmWave Phased Arrays with Phase Dependent Errors
Joyson Sebastian, Pranav Dayal, Kee-Bong Song +1
We consider an error model for phased array with gain errors and phase errors, with errors dependent on the phase applied and the antenna index. Under this model, we propose an alg…
Reliable and Low-Complexity MIMO Detector Selection using Neural Network
Shailesh Chaudhari, HyukJoon Kwon, Kee-Bong Song
In this paper, we propose to dynamically select a MIMO detector using neural network for each resource element (RE) in the transport block of 5G NR/LTE communication system. The ob…
A New Codebook Design for Analog Beamforming in Millimeter-wave Communication
Mehdi Ganji, Hongbing Cheng, Qi Zhan +1
In this study, we analyze the codebook design used for analog beamforming. Analog beamforming and combining suffer from a subspace sampling limitation, that is, the receiver cannot…