56 citations · 58 across the 7 of their papers we have counts for
8 papers
Reliability Stress Tests and Decision-Time Routing for Chest X-ray Vision-Language Models
Xinye Yang, Zhusi Zhong, Scott Collins +3
Medical vision-language model (VLM) evaluation is sensitive to workflow design, prompting strategy, and benchmark construction, yet most studies treat these factors in isolation. W…
A Geometric Algebra-informed NeRF Framework for Generalizable Wireless Channel Prediction
Jingzhou Shen, Luis Lago Enamorado, Shiwen Mao +1
In this paper, we propose the geometric algebra-informed neural radiance fields (GAI-NeRF), a novel framework for wireless channel prediction that leverages geometric algebra atten…
A Survey on Reconfigurable Intelligent Surfaces in Practical Systems: Security and Privacy Perspectives
Ziyu Chen, Yitong Shen, Jingzhe Zhang +5
Reconfigurable Intelligent Surfaces (RIS) have emerged as a transformative technology capable of reshaping wireless environments through dynamic manipulation of electromagnetic wav…
Protocol-agnostic and Data-free Backdoor Attacks on Pre-trained Models in RF Fingerprinting
Tianya Zhao, Ningning Wang, Junqing Zhang +1
While supervised deep neural networks (DNNs) have proven effective for device authentication via radio frequency (RF) fingerprinting, they are hindered by domain shift issues and t…
NeRF-APT: A New NeRF Framework for Wireless Channel Prediction
Jingzhou Shen, Tianya Zhao, Yanzhao Wu +1
Neural radiance fields (NeRFs) have recently attracted significant attention in the field of wireless channel prediction, primarily due to their capability for high-fidelity recons…
Preventing Discriminatory Decision-making in Evolving Data Streams
Zichong Wang, Nripsuta Saxena, Tongjia Yu +8
Bias in machine learning has rightly received significant attention over the last decade. However, most fair machine learning (fair-ML) work to address bias in decision-making syst…
TensorBeat: Tensor Decomposition for Monitoring Multi-Person Breathing Beats with Commodity WiFi
Xuyu Wang, Chao Yang, Shiwen Mao
Breathing signal monitoring can provide important clues for human's physical health problems. Comparing to existing techniques that require wearable devices and special equipment,…
CSI-based Fingerprinting for Indoor Localization: A Deep Learning Approach
Xuyu Wang, Lingjun Gao, Shiwen Mao +1
With the fast growing demand of location-based services in indoor environments, indoor positioning based on fingerprinting has attracted a lot of interest due to its high accuracy.…