141 citations · 196 across the 16 of their papers we have counts for
4 papers · 1 filter
Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models
Qiong Wu, Wei Yu, Yiyi Zhou +3
With ever increasing parameters and computation, vision-language pre-trained (VLP) models exhibit prohibitive expenditure in downstream task adaption. Recent endeavors mainly focus…
Active Sensing for Localization with Reconfigurable Intelligent Surface
Zhongze Zhang, Tao Jiang, Wei Yu
This paper addresses an uplink localization problem in which the base station (BS) aims to locate a remote user with the aid of reconfigurable intelligent surface (RIS). This paper…
Active Sensing for Two-Sided Beam Alignment and Reflection Design Using Ping-Pong Pilots
Tao Jiang, Foad Sohrabi, Wei Yu
Beam alignment is an important task for millimeter-wave (mmWave) communication, because constructing aligned narrow beams both at the transmitter (Tx) and the receiver (Rx) is cruc…
Uncertainty Injection: A Deep Learning Method for Robust Optimization
Wei Cui, Wei Yu
This paper proposes a paradigm of uncertainty injection for training deep learning model to solve robust optimization problems. The majority of existing studies on deep learning fo…