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Xiaofan Yu
ORCID
Publication Activity (10 Years)
Years Active: 2010-2024
Publications (10 Years): 30
Top Topics
Active Sampling
Fault Tolerant
Sensor Data
Technology Acceptance Model
Top Venues
CoRR
IPSN
CNSM
MSN
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Publications
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Fatemeh Asgarinejad
,
Xiaofan Yu
,
Danlin Jiang
,
Justin Morris
,
Tajana Rosing
,
Baris Aksanli
Enhanced Noise-Resilient Pressure Mat System Based on Hyperdimensional Computing.
Sensors
24 (3) (2024)
Xiaofan Yu
,
Tajana Rosing
,
Yunhui Guo
Evolve: Enhancing Unsupervised Continual Learning with Multiple Experts.
WACV
(2024)
Xiaofan Yu
,
Yichen Ye
,
Bilu Chen
,
Shaomin Yan
,
Shan Wu
Why Do Users Switch to Smart Homes? A Push-Pull-Mooring Framework.
IEEE Access
12 (2024)
Quanling Zhao
,
Xiaofan Yu
,
Shengfan Hu
,
Tajana Rosing
MultimodalHD: Federated Learning Over Heterogeneous Sensor Modalities using Hyperdimensional Computing.
DATE
(2024)
Xiaofan Yu
,
Anthony Thomas
,
Ivannia Gomez Moreno
,
Louis Gutierrez
,
Tajana Rosing
Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing.
CoRR
(2024)
Ivannia Gomez Moreno
,
Xiaofan Yu
,
Tajana Rosing
KalmanHD: Robust On-Device Time Series Forecasting with Hyperdimensional Computing.
ASPDAC
(2024)
Xiaofan Yu
,
Anthony Thomas
,
Ivannia Gomez Moreno
,
Louis Gutierrez
,
Tajana Simunic Rosing
Intelligence Beyond the Edge using Hyperdimensional Computing.
IPSN
(2024)
Alexander Redding
,
Xiaofan Yu
,
Shengfan Hu
,
Pat Pannuto
,
Tajana Rosing
EmbHD: A Library for Hyperdimensional Computing Research on MCU-Class Devices.
NET4us@MobiCom
(2023)
Xiaofan Yu
,
Kazim Ergun
,
Xueyang Song
,
Ludmila Cherkasova
,
Tajana Simunic Rosing
Automating and Optimizing Reliability-Driven Deployment in Energy-Harvesting IoT Networks.
IEEE Trans. Netw. Serv. Manag.
20 (1) (2023)
Yi Yang
,
Xiaofan Yu
,
Zongdeng Zhang
,
Li Gan
Integrating Technology Acceptance Model With Maslow's Hierarchy Needs Theory to Investigate Smart Homes Adoption.
IEEE Access
11 (2023)
Xiaofan Yu
PhD Forum Abstract: Intelligence beyond the Edge in IoT.
IPSN
(2023)
Xiaofan Yu
,
Ludmila Cherkasova
,
Harsh Vardhan
,
Quanling Zhao
,
Emily Ekaireb
,
Xiyuan Zhang
,
Arya Mazumdar
,
Tajana Rosing
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks.
CoRR
(2023)
Xiaofan Yu
,
Lucy Cherkasova
,
Harsh Vardhan
,
Quanling Zhao
,
Emily Ekaireb
,
Xiyuan Zhang
,
Arya Mazumdar
,
Tajana Rosing
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks.
IoTDI
(2023)
Xiaofan Yu
,
Yunhui Guo
,
Sicun Gao
,
Tajana Rosing
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge.
CVPR Workshops
(2023)
Xiaofan Yu
,
Minxuan Zhou
,
Fatemeh Asgarinejad
,
Onat Güngör
,
Baris Aksanli
,
Tajana Rosing
Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing.
DAC
(2023)
Quanling Zhao
,
Xiaofan Yu
,
Tajana Rosing
Poster Abstract: Attentive Multimodal Learning on Sensor Data using Hyperdimensional Computing.
IPSN
(2023)
Siyuan Zhou
,
Xiaofan Yu
,
Bin Tang
,
Zhihao Qu
Handover Analysis with Spatially Correlated Blockage Model.
MSN
(2023)
Quanling Zhao
,
Kai Lee
,
Jeffrey Liu
,
Muhammad Huzaifa
,
Xiaofan Yu
,
Tajana Rosing
FedHD: federated learning with hyperdimensional computing.
MobiCom
(2022)
Emily Ekaireb
,
Xiaofan Yu
,
Kazim Ergun
,
Quanling Zhao
,
Kai Lee
,
Muhammad Huzaifa
,
Tajana Rosing
ns3-fl: Simulating Federated Learning with ns-3.
WNS3
(2022)
Jinhao Liu
,
Xiaofan Yu
,
Tajana Rosing
Self-Train: Self-Supervised On-Device Training for Post-Deployment Adaptation.
SmartIoT
(2022)
Xiaofan Yu
,
Yanru Zhong
,
Zhaoyi Zhang
Byzantine Fault Tolerant Consensus Algorithm Based on Credit Model and Verifiable Random Function.
EITCE
(2022)
Xiaofan Yu
,
Yunhui Guo
,
Sicun Gao
,
Tajana Rosing
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge.
CoRR
(2022)
Xiaofan Yu
,
Weihong Xu
,
Ludmila Cherkasova
,
Tajana Simunic Rosing
Automating Reliable and Fault-Tolerant Design of LoRa-based IoT Networks.
CNSM
(2021)
Xiaofan Yu
,
Xueyang Song
,
Ludmila Cherkasova
,
Tajana Simunic Rosing
Reliability-Driven Deployment in Energy-Harvesting Sensor Networks.
CNSM
(2020)
Yunhui Guo
,
Xiaofan Yu
,
Kamalika Chaudhuri
,
Tajana Rosing
Efficient Distributed Training in Heterogeneous Mobile Networks with Active Sampling.
MSN
(2020)
Kazim Ergun
,
Xiaofan Yu
,
Nitish Nagesh
,
Ludmila Cherkasova
,
Pietro Mercati
,
Raid Ayoub
,
Tajana Rosing
RelIoT: Reliability Simulator for IoT Networks.
ICIOT
(2020)
Xiaofan Yu
,
Kazim Ergun
,
Ludmila Cherkasova
,
Tajana Simunic Rosing
Optimizing Sensor Deployment and Maintenance Costs for Large-Scale Environmental Monitoring.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
39 (11) (2020)
Kazim Ergun
,
Xiaofan Yu
,
Nitish Nagesh
,
Ludmila Cherkasova
,
Pietro Mercati
,
Raid Ayoub
,
Tajana Rosing
Simulating Reliability of IoT Networks with RelIoT.
DSN (Supplements)
(2020)
Xiaofan Yu
,
Runze Yu
,
Jingsong Yang
,
Xiaohui Duan
A Robotic Auto-Focus System based on Deep Reinforcement Learning.
ICARCV
(2018)
Xiaofan Yu
,
Runze Yu
,
Jingsong Yang
,
Xiaohui Duan
A Robotic Auto-Focus System based on Deep Reinforcement Learning.
CoRR
(2018)
Xiaofan Yu
,
Anbing Hu
,
Jinzhang Ji
,
Lulu Yang
,
Bo Xin
,
Ying Dong
Soft-Output Detection Based on Multi-hop-return Sphere Searching for Distributed Space-Frequency Coded Cooperative Communication System.
MILCOM
(2013)
Xiaofan Yu
,
Chunming Zhao
,
Chun Pan
Channel Estimation Based on Pilot Frequency Division Multiplexing for Distributed Space-Frequency Coded Cooperative Communication System.
VTC Spring
(2010)