Xiaofan Yu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 30

Top Topics

Active Sampling

Technology Acceptance Model

Top Venues

Publications

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)