Publications

Wonse Jo, Ruiqi Wang, Baijian Yang, Daniel Foti, Mo Rastgaar, Byung-Cheol Min (2025). Cognitive Load-Based Affective Workload Allocation for Multihuman Multirobot Teams. IEEE Transactions on Human-Machine Systems.

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Yunmei Huang, Baijian Yang, Joshua Carpenter, Jinha Jung, Songlin Fei (2025). Temperate forest tree species classification with winter UAV images. Remote Sensing Applications: Society and Environment.

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Botong Ou, Gang Shao, Baijian Yang, Songlin Fei (2025). FocalSR: Revisiting image super-resolution transformers with fourier-transform cross attention layers for remote sensing image enhancement. Geomatica.

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Hong Zhao, Huyunting Huang, Tonglin Zhang, Baijian Yang, Jin Wei-Kocsis, Songlin Fei (2024). Unsupervised Machine Learning for Detecting and Locating Human-Made Objects in 3D Point Cloud. 2024 IEEE BigData.

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Ziyang Tang, Zuotian Li, Tieying Hou, Tonglin Zhang, Baijian Yang, Jing Su, Qianqian Song (2023). SiGra: single-cell spatial elucidation through an image-augmented graph transformer. Nature Communications.

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Malissa Mulkey, Huyunting Huang, Thomas Albanese, Sunghan Kim, Baijian Yang (2023). SiGra: single-cell spatial elucidation through an image-augmented graph transformer. Scientific Reports.

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Weitao Tang, Corey Vian, Ziyang Tang, Baijian Yang (2021). Anomaly detection of core failures in die casting X-ray inspection images using a convolutional autoencoder. Machine Vision and Applications.

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Dongfang Liu, Yiming Cui, Liqi Yan, Christos Mousas, Baijian Yang, Yingjie Chen (2021). DenserNet: Weakly Supervised Visual Localization Using Multi-Scale Feature Aggregation. 2021 AAAI.

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Weitao Tang, Xiang Liu, Huyunting Huang, Ziyang Tang, Tonglin Zhang, Baijian Yang (2020). High-Order Orthogonal Decomposition for Tensors. 2020 Smartcom.

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Diego Mendez Mena, Baijian Yang (2020). Decentralized Actionable Cyber Threat Intelligence for Networks and the Internet of Things. IoT.

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Tonglin Zhang, Baijian Yang (2020). Accounting for Factor Variables in Big Data Regression. Statistica Sinica.

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Ziyang Tang, Xiang Liu, Baijian Yang (2020). PENet: Object Detection using Points Estimation High Definition Aerial Images. 2020 IEEE ICMLA.

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Xiang Liu, Huyunting Huang, Weitao Tang, Tonglin Zhang, Baijian Yang (2020). Low-Rank Sparse Tensor Approximations for Large High-Resolution Videos. 2020 IEEE ICMLA.

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Huyunting Huang, Xiang Liu, Tonglin Zhang, Baijian Yang (2020). Regression PCA for Moving Objects Separation. 2020 IEEE GlobeCom.

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Rajesh Kalyanam, Baijian Yang, Craig Willis, Mike Lambert, Christine Kirkpatrick (2020). CHEESE: Cyber Human Ecosystem of Engaged Security Education. 2020 IEEE Frontiers in Education.

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Ziyang Tang, Xiang Liu, Hanlin Chen, Joseph Hupy, Baijian Yang (2020). Deep Learning Based Wildfire Event Object Detection from 4K Aerial Images Acquired by UAS. AI journal.

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Xiang Liu, Huyunting Huang, Ziyang Tang, Tonglin Zhang, Baijian Yang (2019). Sparse Block Regression (SBR) for Big Data with Categorical Variables. 2019 IEEE Big Data.

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Xiang Liu, Ziyang Tang, Baijian Yang (2019). Predicting Network Attacks with CNN by Constructing Images from NetFlow Data. 2019 IEEE BigDataSecurity.

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James Liang, Yuxing Wang, Yingjie Chen, Baijian Yang, Dongfang Liu (0001). A Triangulation-Based Visual Localization for Field Robots. IEEE/CAA Journal of Automatica Sinica.

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