1 code implementation • 3 Jul 2023 • Zijian Dong, Yilei Wu, Yu Xiao, Joanna Su Xian Chong, Yueming Jin, Juan Helen Zhou
In this work, we proposed the first interpretable framework for brain FC trajectory embedding with application to neurodegenerative disease diagnosis and prognosis, namely Brain Tokenized Graph Transformer (Brain TokenGT).
no code implementations • 18 May 2023 • Yu Xiao, Xin Yang, Sijuan Huang, Lihua Guo
Medical image segmentation is particularly critical as a prerequisite for relevant quantitative analysis in the treatment of clinical diseases.
2 code implementations • 18 Jun 2022 • Shanshan Wu, Tian Li, Zachary Charles, Yu Xiao, Ziyu Liu, Zheng Xu, Virginia Smith
To better answer these questions, we propose Motley, a benchmark for personalized federated learning.
no code implementations • 24 Sep 2021 • Aziza Zhanabatyrova, Clayton Souza Leite, Yu Xiao
We propose in this paper a pipeline for initiating and updating 3D maps with dashcam videos, with a focus on automatic change detection based on comparison of metadata (e. g., the types and locations of traffic signs).
no code implementations • 26 Apr 2021 • Byungjin Cho, Yu Xiao
Vehicular fog computing (VFC) pushes the cloud computing capability to the distributed fog nodes at the edge of the Internet, enabling compute-intensive and latency-sensitive computing services for vehicles through task offloading.
no code implementations • 14 Jan 2021 • Truong An Pham, Junjue Wang, Yu Xiao, Padmanabhan Pillai, Roger Iyengar, Roberta Klatzky, Mahadev Satyanarayanan
Wearable Cognitive Assistance (WCA) amplifies human cognition in real time through a wearable device and low-latency wireless access to edge computing infrastructure.
Edge-computing Human-Computer Interaction
no code implementations • 3 Dec 2019 • Qinge Xie, Tiancheng Guo, Yang Chen, Yu Xiao, Xin Wang, Ben Y. Zhao
Combining above methods, we propose a Deep Incident-Aware Graph Convolutional Network (DIGC-Net) to effectively incorporate urban traffic incident, spatio-temporal, periodic and context features for traffic speed prediction.
1 code implementation • 13 Jan 2019 • Yu Xiao
Numerical integration method is used to simulate the behaviour of passive robots, with the goal of showing the correctness of the complicated dynamics of the 3-link acrobot.
Systems and Control