Yang Zheng

Assistant Professor

Xidian University

Interests

Intelligent systems and applications
Intelligent diagnosis of DCD
Computer vision and pattern recognition
Eye tracking

Education

Ph.D. in Signal and Information Processing, University of Chinese Academy of Sciences (2021)
B.Eng. in Electronic Science and Technology, Xidian University (2015)

Yang Zheng received the B.Eng. degree in Electronic Science and Technology from Xidian University, Xi’an, China, in 2015. He received the Ph. D. degree in Signal and Information Processing from University of Chinese Academy of Sciences, Beijing, China, in 2021. He joined Xidian University in 2021, where he is now an assistant professor in the School of Electronic Engineering. He is a member of CSIG, and a member of the Professional Committee of Visual Sensing of CSIG. His research interests include human behaviour analysis for intelligent diagnosis of developmental coordination disorder (DCD), intelligent systems and algorithms, eye tracking, aritifical intelligence, and computer vision. He has authored or coauthored more than 10 journal papers. He was the recipient of Gold Medal, Geneva International Invention Award at 2023 Geneva International Invention Exhibition.

My name in Chinese is 郑洋.

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

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

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

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

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

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

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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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

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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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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Simulation study of inverse diffusion counterbalance method for super-resolution ion mobility spectrometry

Kaitai Guo, Yang Zheng, Haihong Hu, Jimin Liang

Frontiers in Chemistry, 10

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Deep neural network oriented evolutionary parametric eye modeling

Yang Zheng, Hong Fu, Ruimin Li, Tai-Chiu Hsung, Zongxi Song, Desheng Wen

Pattern Recognition, 113: 107755

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