Kaitai Guo

Kaitai Guo

Associate Professor

Interests

  • Ion Mobility Spectrometry
  • System simulation and evaluation
  • Microwave and infrared imaging

Education

  • Ph.D. in Instrumentation Science and Technology, Tsinghua University (2019)
  • B.Eng. in Measurement and Control Technology and Instrumentation, Xidian University (2013)

Kaitai Guo is an associate professor of electronic engineering at the Xidian University. He received the B.Eng. degree in the School of Mechanical and Electrical Engineering from Xidian University, Xi’an, China, in 2013. He received the Ph.D. in the Department of Precision Instrument from Tsinghua University, Beijing, China, in 2019. He worked as a Grade 8 System Engineer in Shenzhen Mindray Bio-Medical Electronics Co., Ltd. from 2019-2021. He joined the School of Electronic Engineering, Xidian University in 2021, engaging in theoretical and applied research on broad-spectrum substance identification, microwave imaging, and artificial intelligence. He has authored or coauthored more than 10 journal papers and 10 granted patents on those topics. He was awarded the third prize in the theory category and the third prize in the experimental category of the Xidian University’s Young Teachers’ Lecture Competition in 2021-2023, the first prize in the theory category and the first prize in the experimental category of the College of Electronic Engineering’s Young Teachers’ Lecture Competition.

My name in Chinese is 郭开泰.

Latest

A Few-Layer Multilayer Perceptron is Worth Attention for EEG Classification in Rapid Serial Visual Presentation Task

Ziyuan Zhang, Yang Zheng, Kaitai Guo, Jimin Liang, Minghao Dong

International Journal of Neural Systems, 0(0): 2650030

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Bridging semantics and geometry: A decoupled LVLM–SAM framework for reasoning segmentation in optical remote sensing

Xu Zhang, Junyao Ge, Yang Zheng, Kaitai Guo, Jimin Liang

ISPRS Journal of Photogrammetry and Remote Sensing, 237: 217-235

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Mesh-Based Deep Learning Surrogate Model for Rapid Wideband 3D Electromagnetic Scattering Computation

Xiaotian Jiang, Huan Huan Zhang, Kaitai Guo, Yang Zheng, Jimin Liang

IEEE Transactions on Antennas and Propagation, 1-1

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Physics-guided efficient automotive radar object detection framework via multi-task joint optimization

Siqi Pang, Kaitai Guo, Yang Zheng, Jimin Liang

Engineering Applications of Artificial Intelligence, 176: 114724

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Boosting brain-computer interface performance through cognitive training: A brain-centric approach

Ziyuan Zhang, Ziyu Wang, Kaitai Guo, Yang Zheng, Minghao Dong, Jimin Liang

Journal of Information and Intelligence, 3(1): 19-35

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Eliminating Harmonic False Peaks in Fourier Transform Ion Mobility Spectrometry Using a Virtual Ion Gate

Kaitai Guo, Yongzheng Yang, Qian Zhang, Yang Zheng, Shenghan Ren, Jimin Liang

IEEE Sensors Journal, 25(11): 19442-19450

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Ensembled-SAMs for Enhanced Small Coronary Artery Segmentation in CCTA Images

Fei Chen, Junyao Ge, Yang Zheng, Kaitai Guo, Feng Cao, Jimin Liang

IEEE Journal of Biomedical and Health Informatics, 29(7): 4612-4622

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RSTeller: Scaling up visual language modeling in remote sensing with rich linguistic semantics from openly available data and large language models

Junyao Ge, Xu Zhang, Yang Zheng, Kaitai Guo, Jimin Liang

ISPRS Journal of Photogrammetry and Remote Sensing, 226: 146-163

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VIOMA: Video-Based Intelligent Ocular Misalignment Assessment

Yang Zheng, Hong Fu, Ruimin Li, Carly Siu Yin Lam, Jimin Liang, Kaitai Guo, Wai-Lun Lo

IEEE Transactions on Automation Science and Engineering, 22: 12470-12484

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Angular Super-Resolution Algorithm for Millimeter-Wave Automotive Radar Based on Virtual Array Augmentation

Siqi Pang, Junyao Ge, Kaitai Guo, Yang Zheng, Jimin Liang

IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 11177-11180

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Characterising Eye Movement Events With Multi-Scale Spatio-Temporal Awareness

Yang Zheng, Zhiyong Yu, Hong Fu, Kaitai Guo, Jimin Liang

IEEE Signal Processing Letters, 31: 2090-2094

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Contrastive Disentanglement for Quantitative Ultrasound Muscle Atrophy Evaluation

Yue Zhang, Yonghua Zhan, Kaitai Guo, Yang Zheng, Liang Tang, Jianzhong Guo, Jimin Liang

IEEE Transactions on Biomedical Engineering, 71(8): 2352-2366

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Efficient Adaptive Incremental Learning for Fruit and Vegetable Classification

Kaitai Guo, Hongliang Chen, Yang Zheng, Qixin Liu, Shenghan Ren, Haihong Hu, Jimin Liang

Agronomy, 14(6)

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Multimodal contrastive learning for brain–machine fusion: From brain-in-the-loop modeling to brain-out-of-the-loop application

Shilan Quan, Jianpu Yan, Kaitai Guo, Yang Zheng, Minghao Dong, Jimin Liang

Information Fusion, 110: 102447

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Positive-unlabeled learning for coronary artery segmentation in CCTA images

Fei Chen, Sulei Li, Chen Wei, Yue Zhang, Kaitai Guo, Yang Zheng, Feng Cao, Jimin Liang

Biomedical Signal Processing and Control, 87: 105473

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High-Resolution Swin Transformer for Automatic Medical Image Segmentation

Chen Wei, Shenghan Ren, Kaitai Guo, Haihong Hu, Jimin Liang

Sensors, 23(7)

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KeyShip: Towards High-Precision Oriented SAR Ship Detection Using Key Points

Junyao Ge, Yiping Tang, Kaitai Guo, Yang Zheng, Haihong Hu, Jimin Liang

Remote Sensing, 15(8)

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RTV-SIFT: Harnessing Structure Information for Robust Optical and SAR Image Registration

Siqi Pang, Junyao Ge, Lei Hu, Kaitai Guo, Yang Zheng, Changli Zheng, Wei Zhang, Jimin Liang

Remote Sensing, 15(18)

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Self Supervised Temporal Ultrasound Reconstruction for Muscle Atrophy Evaluation

Yue Zhang, Getao Du, Yonghua Zhan, Kaitai Guo, Yang Zheng, Jianzhong Guo, Xiaoping Chen, Jimin Liang

Pattern Recognition and Computer Vision - PRCV 2023, 269–280

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Towards better utilization of pseudo labels for weakly supervised temporal action localization

Yiping Tang, Junyao Ge, Kaitai Guo, Yang Zheng, Haihong Hu, Jimin Liang

Information Sciences, 623: 693-708

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Video representation learning for temporal action detection using global-local attention

Yiping Tang, Yang Zheng, Chen Wei, Kaitai Guo, Haihong Hu, Jimin Liang

Pattern Recognition, 134: 109135

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Modeling the modulation characteristics of the Bradbury-Nielsen gate in ion mobility spectrometers

Kaitai Guo, Chong Zhang, Kai Ni, Xiaohao Wang

Review of Scientific Instruments, 93(8): 084101

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Muscle Atrophy Evaluation via Radiomics Analysis Using Ultrasound Images: A Cohort Data Study

Yue Zhang, Getao Du, Yonghua Zhan, Kaitai Guo, Yang Zheng, Liang Tang, Jianzhong Guo, Jimin Liang

IEEE Transactions on Biomedical Engineering, 69(10): 3163-3174

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Poleward-Motion Aware Network for Poleward Moving Auroral Forms Recognition

Yiping Tang, Kaitai Guo, Chen Wei, Yang Zheng, Shenghan Ren, Jimin Liang

IEEE Geoscience and Remote Sensing Letters, 19: 1-5

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Spatial ion density change in the electrostatic field and sensitivity improvement of ion mobility spectrometer

Chong Zhang, Kaitai Guo, Jiyao Wang, Tian Wang, Xiaohao Wang, Kai Ni

Sensors and Actuators B: Chemical, 354: 131249

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