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Xiaofan Yu

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2020 – today

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2024
[j5]
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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: 80646-80656 (2024)
[j4]
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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): 1014 (2024)
[c25]
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Ivannia Gomez Moreno, Xiaofan Yu, Tajana Rosing:
KalmanHD: Robust On-Device Time Series Forecasting with Hyperdimensional Computing. ASPDAC 2024: 710-715
[c24]
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Quanling Zhao, Xiaofan Yu, Shengfan Hu, Tajana Rosing:
MultimodalHD: Federated Learning Over Heterogeneous Sensor Modalities using Hyperdimensional Computing. DATE 2024: 1-6
[c23]
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Xiaofan Yu, Anthony Thomas, Ivannia Gomez Moreno, Louis Gutierrez, Tajana Simunic Rosing:
Intelligence Beyond the Edge using Hyperdimensional Computing. IPSN 2024: 1-13
[c22]
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Xiaofan Yu, Lanxiang Hu, Benjamin Z. Reichman, Rushil Chandrupatla, Dylan Chu, Xiyuan Zhang, Larry Heck, Tajana Rosing:
Demo: A Real Time Question Answering System for Multimodal Sensors using LLMs. SenSys 2024: 836-837
[c21]
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Run Wang, Shirley Bian, Xiaofan Yu, Quanling Zhao, Le Zhang, Tajana Rosing:
Poster: Resource-Efficient Environmental Sound Classification Using Hyperdimensional Computing. SenSys 2024: 899-900
[c20]
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Xiaofan Yu, Tajana Rosing, Yunhui Guo:
Evolve: Enhancing Unsupervised Continual Learning with Multiple Experts. WACV 2024: 2355-2366
[i4]
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  - journals/corr/abs-2403-04759
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Xiaofan Yu, Anthony Thomas, Ivannia Gomez Moreno, Louis Gutierrez, Tajana Rosing:
Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing. CoRR abs/2403.04759 (2024)
2023
[j3]
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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: 80726-80740 (2023)
[j2]
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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): 787-799 (2023)
[c19]
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Xiaofan Yu, Yunhui Guo, Sicun Gao, Tajana Rosing:
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge. CVPR Workshops 2023: 2484-2495
[c18]
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Xiaofan Yu, Minxuan Zhou, Fatemeh Asgarinejad, Onat Güngör, Baris Aksanli, Tajana Rosing:
Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing. DAC 2023: 1-2
[c17]
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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: 236-248
[c16]
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Quanling Zhao, Xiaofan Yu, Tajana Rosing:
Poster Abstract: Attentive Multimodal Learning on Sensor Data using Hyperdimensional Computing. IPSN 2023: 312-313
[c15]
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Xiaofan Yu:
PhD Forum Abstract: Intelligence beyond the Edge in IoT. IPSN 2023: 344-345
[c14]
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Siyuan Zhou, Xiaofan Yu, Bin Tang, Zhihao Qu:
Handover Analysis with Spatially Correlated Blockage Model. MSN 2023: 143-150
[c13]
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  - conf/net4us/ReddingYHPR23
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Alexander Redding, Xiaofan Yu, Shengfan Hu, Pat Pannuto, Tajana Rosing:
EmbHD: A Library for Hyperdimensional Computing Research on MCU-Class Devices. NET4us@MobiCom 2023: 187-192
[i3]
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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 abs/2301.06646 (2023)
2022
[c12]
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Xiaofan Yu, Yanru Zhong, Zhaoyi Zhang:
Byzantine Fault Tolerant Consensus Algorithm Based on Credit Model and Verifiable Random Function. EITCE 2022: 1659-1664
[c11]
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Quanling Zhao, Kai Lee, Jeffrey Liu, Muhammad Huzaifa, Xiaofan Yu, Tajana Rosing:
FedHD: federated learning with hyperdimensional computing. MobiCom 2022: 791-793
[c10]
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  - conf/smartiot/LiuYR22
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Jinhao Liu, Xiaofan Yu, Tajana Rosing:
Self-Train: Self-Supervised On-Device Training for Post-Deployment Adaptation. SmartIoT 2022: 161-168
[c9]
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Emily Ekaireb, Xiaofan Yu, Kazim Ergun, Quanling Zhao, Kai Lee, Muhammad Huzaifa, Tajana Rosing:
ns3-fl: Simulating Federated Learning with ns-3. WNS3 2022: 97-104
[i2]
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  - journals/corr/abs-2208-11266
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Xiaofan Yu, Yunhui Guo, Sicun Gao, Tajana Rosing:
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge. CoRR abs/2208.11266 (2022)
2021
[c8]
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Xiaofan Yu, Weihong Xu, Ludmila Cherkasova, Tajana Simunic Rosing:
Automating Reliable and Fault-Tolerant Design of LoRa-based IoT Networks. CNSM 2021: 455-463
2020
[j1]
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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): 3918-3930 (2020)
[c7]
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Xiaofan Yu, Xueyang Song, Ludmila Cherkasova, Tajana Simunic Rosing:
Reliability-Driven Deployment in Energy-Harvesting Sensor Networks. CNSM 2020: 1-9
[c6]
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Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing:
Simulating Reliability of IoT Networks with RelIoT. DSN (Supplements) 2020: 25-28
[c5]
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Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing:
RelIoT: Reliability Simulator for IoT Networks. ICIOT 2020: 63-81
[c4]
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Yunhui Guo, Xiaofan Yu, Kamalika Chaudhuri, Tajana Rosing:
Efficient Distributed Training in Heterogeneous Mobile Networks with Active Sampling. MSN 2020: 174-181

2010 – 2019

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2018
[c3]
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Xiaofan Yu, Runze Yu, Jingsong Yang, Xiaohui Duan:
A Robotic Auto-Focus System based on Deep Reinforcement Learning. ICARCV 2018: 204-209
[i1]
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  - journals/corr/abs-1809-03314
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Xiaofan Yu, Runze Yu, Jingsong Yang, Xiaohui Duan:
A Robotic Auto-Focus System based on Deep Reinforcement Learning. CoRR abs/1809.03314 (2018)
2013
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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: 24-28
2010
[c1]
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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: 1-5

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