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Zero-bias Deep Neural Network for Quickest RF Signal Surveillance


Oct 12, 2021
Yongxin Liu, Yingjie Chen, Jian Wang, Shuteng Niu, Dahai Liu, Houbing Song

* This paper has been accepted for publication in IEEE IPCCC 2021. arXiv admin note: text overlap with arXiv:2105.15098 

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Federated Variational Learning for Anomaly Detection in Multivariate Time Series


Aug 29, 2021
Kai Zhang, Yushan Jiang, Lee Seversky, Chengtao Xu, Dahai Liu, Houbing Song

* Accepted paper in the IEEE 40th International Performance Computing and Communications Conference - IPCCC 2021 

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Learning to Detect: A Data-driven Approach for Network Intrusion Detection


Aug 18, 2021
Zachary Tauscher, Yushan Jiang, Kai Zhang, Jian Wang, Houbing Song

* Accepted paper in the IEEE 40th International Performance Computing and Communications Conference - IPCCC 2021 

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Class-Incremental Learning for Wireless Device Identification in IoT


May 08, 2021
Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song

* Accepted for publication by IEEE Internet of Things Journal 

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Spatio-Temporal Data Mining for Aviation Delay Prediction


Mar 20, 2021
Kai Zhang, Yushan Jiang, Dahai Liu, Houbing Song


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Machine Learning for the Detection and Identification of Internet of Things (IoT) Devices: A Survey


Jan 25, 2021
Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song

* This paper is currently under revision 

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geoGAT: Graph Model Based on Attention Mechanism for Geographic Text Classification


Jan 13, 2021
Weipeng Jing, Xianyang Song, Donglin Di, Houbing Song


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Distant Domain Transfer Learning for Medical Imaging


Dec 10, 2020
Shuteng Niu, Meryl Liu, Yongxin Liu, Jian Wang, Houbing Song


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Zero-Bias Deep Learning for Accurate Identification of Internet of Things (IoT) Devices


Aug 27, 2020
Yongxin Liu, Jian Wang, Jianqiang Li, Houbing Song, Thomas Yang, Shuteng Niu, Zhong Ming

* IEEE Internet of Things Journal, 2020 
* Accepted for publication by IEEE IoTJ on August, 2020. Data and codes are hosted at: [1] Yongxin Liu, Jian Wang, Houbing Song, Shuteng Niu, Thomas Yang, "A 24-hour signal recording dataset with labels for cybersecurity and IoT", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/gt9v-kz32. Accessed: Aug. 27, 2020 

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SAN: Scale-Aware Network for Semantic Segmentation of High-Resolution Aerial Images


Jul 06, 2019
Jingbo Lin, Weipeng Jing, Houbing Song

* 5 pages, 3 figures, 2 tables 

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ESFNet: Efficient Network for Building Extraction from High-Resolution Aerial Images


Apr 19, 2019
Jingbo Lin, Weipeng Jing, Houbing Song, Guangsheng Chen

* 10 pages, 3 figures, 4 tables. Accepted for IEEE Access 

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