Publications

Ziyuan Zhang, Yang Zheng, Kaitai Guo, Jimin Liang, Minghao Dong (2026). A Few-Layer Multilayer Perceptron is Worth Attention for EEG Classification in Rapid Serial Visual Presentation Task. International Journal of Neural Systems, 0(0): 2650030.

Siqi Pang, Kaitai Guo, Yang Zheng, Jimin Liang (2026). Physics-guided efficient automotive radar object detection framework via multi-task joint optimization. Engineering Applications of Artificial Intelligence, 176: 114724.

Xiaotian Jiang, Huan Huan Zhang, Kaitai Guo, Yang Zheng, Jimin Liang (2026). Mesh-Based Deep Learning Surrogate Model for Rapid Wideband 3D Electromagnetic Scattering Computation. IEEE Transactions on Antennas and Propagation, 1-1.

Xu Zhang, Junyao Ge, Yang Zheng, Kaitai Guo, Jimin Liang (2026). Bridging semantics and geometry: A decoupled LVLM–SAM framework for reasoning segmentation in optical remote sensing. ISPRS Journal of Photogrammetry and Remote Sensing, 237: 217-235.

Yang Zheng, Hong Fu, Ruimin Li, Carly Siu Yin Lam, Jimin Liang, Kaitai Guo, Wai-Lun Lo (2025). VIOMA: Video-Based Intelligent Ocular Misalignment Assessment. IEEE Transactions on Automation Science and Engineering, 22: 12470-12484.

Junyao Ge, Xu Zhang, Yang Zheng, Kaitai Guo, Jimin Liang (2025). RSTeller: Scaling up visual language modeling in remote sensing with rich linguistic semantics from openly available data and large language models. ISPRS Journal of Photogrammetry and Remote Sensing, 226: 146-163.

Zhenglang Jia, Huanhuan Zhang, Heming Yao, Bian Wu, Ying Liu, Jimin Liang (2025). ETC-Net: Electromagnetic-thermal co-simulation network for microstrip patch antenna arrays inspired by mutiphysics chain-of-thought. Engineering Analysis with Boundary Elements, 179: 106324.

Fei Chen, Junyao Ge, Yang Zheng, Kaitai Guo, Feng Cao, Jimin Liang (2025). Ensembled-SAMs for Enhanced Small Coronary Artery Segmentation in CCTA Images. IEEE Journal of Biomedical and Health Informatics, 29(7): 4612-4622.

Kaitai Guo, Yongzheng Yang, Qian Zhang, Yang Zheng, Shenghan Ren, Jimin Liang (2025). Eliminating Harmonic False Peaks in Fourier Transform Ion Mobility Spectrometry Using a Virtual Ion Gate. IEEE Sensors Journal, 25(11): 19442-19450.

Ziyuan Zhang, Ziyu Wang, Kaitai Guo, Yang Zheng, Minghao Dong, Jimin Liang (2025). Boosting brain-computer interface performance through cognitive training: A brain-centric approach. Journal of Information and Intelligence, 3(1): 19-35.

Ziyu Wang, Yi Zhao, Xuqun You, Jimin Liang (2024). Relationship Between the Parietal Cortex and Task Switching: Transcranial Direct Current Stimulation Combined with an Event-related Potential Study. Neuroscience, 546: 41-52.

Fei Chen, Sulei Li, Chen Wei, Yue Zhang, Kaitai Guo, Yang Zheng, Feng Cao, Jimin Liang (2024). Positive-unlabeled learning for coronary artery segmentation in CCTA images. Biomedical Signal Processing and Control, 87: 105473.

Shilan Quan, Jianpu Yan, Kaitai Guo, Yang Zheng, Minghao Dong, Jimin Liang (2024). Multimodal contrastive learning for brain–machine fusion: From brain-in-the-loop modeling to brain-out-of-the-loop application. Information Fusion, 110: 102447.

Weilu Chai, Peiming Zhang, Xiaoyan Zhang, Jia Wu, Chao Chen, Fu Li, Xuemei Xie, Guangming Shi, Jimin Liang, Chaozhe Zhu, Minghao Dong (2024). Feasibility study of functional near-infrared spectroscopy in the ventral visual pathway for real-life applications. Neurophotonics, 11(1): 015002.

Getao Du, Peng Zhang, Jianzhong Guo, Xu Zhou, Guanghan Kan, Jiajie Jia, Xiaoping Chen, Jimin Liang, Yonghua Zhan (2024). Exploring Radiomics Features Based on H&E Images as Potential Biomarkers for Evaluating Muscle Atrophy: A Preliminary Study. Journal of Imaging Informatics in Medicine.

Kaitai Guo, Hongliang Chen, Yang Zheng, Qixin Liu, Shenghan Ren, Haihong Hu, Jimin Liang (2024). Efficient Adaptive Incremental Learning for Fruit and Vegetable Classification. Agronomy, 14(6).

Getao Du, Peng Zhang, Jianzhong Guo, Xu Zhou, Guanghan Kan, Jiajie Jia, Jimin Liang, Xiaoping Chen, Yonghua Zhan (2024). DERE-Net: A dual-encoder residual enhanced U-Net for muscle fiber segmentation of H&E images. Biomedical Signal Processing and Control, 98: 106765.

Yue Zhang, Yonghua Zhan, Kaitai Guo, Yang Zheng, Liang Tang, Jianzhong Guo, Jimin Liang (2024). Contrastive Disentanglement for Quantitative Ultrasound Muscle Atrophy Evaluation. IEEE Transactions on Biomedical Engineering, 71(8): 2352-2366.

Yang Zheng, Zhiyong Yu, Hong Fu, Kaitai Guo, Jimin Liang (2024). Characterising Eye Movement Events With Multi-Scale Spatio-Temporal Awareness. IEEE Signal Processing Letters, 31: 2090-2094.

Siqi Pang, Junyao Ge, Kaitai Guo, Yang Zheng, Jimin Liang (2024). Angular Super-Resolution Algorithm for Millimeter-Wave Automotive Radar Based on Virtual Array Augmentation. IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 11177-11180.

Yiping Tang, Yang Zheng, Chen Wei, Kaitai Guo, Haihong Hu, Jimin Liang (2023). Video representation learning for temporal action detection using global-local attention. Pattern Recognition, 134: 109135.

Yiping Tang, Junyao Ge, Kaitai Guo, Yang Zheng, Haihong Hu, Jimin Liang (2023). Towards better utilization of pseudo labels for weakly supervised temporal action localization. Information Sciences, 623: 693-708.

Yue Zhang, Getao Du, Yonghua Zhan, Kaitai Guo, Yang Zheng, Jianzhong Guo, Xiaoping Chen, Jimin Liang (2023). Self Supervised Temporal Ultrasound Reconstruction for Muscle Atrophy Evaluation. Pattern Recognition and Computer Vision - PRCV 2023, 269–280.

Siqi Pang, Junyao Ge, Lei Hu, Kaitai Guo, Yang Zheng, Changli Zheng, Wei Zhang, Jimin Liang (2023). RTV-SIFT: Harnessing Structure Information for Robust Optical and SAR Image Registration. Remote Sensing, 15(18).

Chen Wei, Chuang Niu, Yiping Tang, Yue Wang, Haihong Hu, Jimin Liang (2023). NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search. IEEE Transactions on Neural Networks and Learning Systems, 34(11): 8441-8455.

Junyao Ge, Yiping Tang, Kaitai Guo, Yang Zheng, Haihong Hu, Jimin Liang (2023). KeyShip: Towards High-Precision Oriented SAR Ship Detection Using Key Points. Remote Sensing, 15(8).

Chen Wei, Shenghan Ren, Kaitai Guo, Haihong Hu, Jimin Liang (2023). High-Resolution Swin Transformer for Automatic Medical Image Segmentation. Sensors, 23(7).

Kaitai Guo, Chong Zhang, Kai Ni, Xiaohao Wang (2022). Modeling the modulation characteristics of the Bradbury-Nielsen gate in ion mobility spectrometers. Review of Scientific Instruments, 93(8): 084101.

Chong Zhang, Kaitai Guo, Jiyao Wang, Tian Wang, Xiaohao Wang, Kai Ni (2022). Spatial ion density change in the electrostatic field and sensitivity improvement of ion mobility spectrometer. Sensors and Actuators B: Chemical, 354: 131249.

Kaitai Guo, Yang Zheng, Haihong Hu, Jimin Liang (2022). Simulation study of inverse diffusion counterbalance method for super-resolution ion mobility spectrometry. Frontiers in Chemistry, 10.

Jiaxi Su, Xiaoyan Zhang, Ziyuan Zhang, Hongmei Wang, Jia Wu, Guangming Shi, Chenwang Jin, Minghao Dong (2022). Real-World Visual Experience Alters Baseline Brain Activity in the Resting State: A Longitudinal Study Using Expertise Model of Radiologists. Frontiers in Neuroscience, 16.

Yiping Tang, Kaitai Guo, Chen Wei, Yang Zheng, Shenghan Ren, Jimin Liang (2022). Poleward-Motion Aware Network for Poleward Moving Auroral Forms Recognition. IEEE Geoscience and Remote Sensing Letters, 19: 1-5.

Yue Zhang, Getao Du, Yonghua Zhan, Kaitai Guo, Yang Zheng, Liang Tang, Jianzhong Guo, Jimin Liang (2022). Muscle Atrophy Evaluation via Radiomics Analysis Using Ultrasound Images: A Cohort Data Study. IEEE Transactions on Biomedical Engineering, 69(10): 3163-3174.

Xiaoyan Zhang, Min Guan, Xin Chen, Peiming Zhang, Jia Wu, Xiangsheng Zhang, Minghao Dong (2022). Identifying neuroimaging biomarkers for psychogenic erectile dysfunction by fusing multi-level brain information: A resting-state functional magnetic resonance imaging study. Andrology, 10(7): 1398-1410.

Ziyu Wang, Ziye Kong, Chenlin Li, Jimin Liang, Xuqun You (2022). Effects of Anodal tDCS Stimulation in Predictable and Unpredictable Task Switching Performance: The Possible Involvement of the Parietal Cortex. Neuroscience, 494: 132-139.

Lei Hu, Chuang Niu, Shenghan Ren, Minghao Dong, Changli Zheng, Wei Zhang, Jimin Liang (2022). Discriminative Context-Aware Network for Target Extraction in Remote Sensing Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15: 700-715.

Getao Du, Yonghua Zhan, Yue Zhang, Jianzhong Guo, Xueli Chen, Jimin Liang, Heng Zhao (2022). Automated segmentation of the gastrocnemius and soleus in shank ultrasound images through deep residual neural network. Biomedical Signal Processing and Control, 73: 103447.

Yue Wang, Chenwang Jin, Zhongliang Yin, Hongmei Wang, Ming Ji, Minghao Dong, Jimin Liang (2021). Visual experience modulates whole-brain connectivity dynamics: A resting-state fMRI study using the model of radiologists. Human Brain Mapping, 42(14): 4538-4554.

Zhenzhen Xu, Bo Tao, Chuanbin Liu, Dong Han, Jibin Zhang, Junsong Liu, Sulei Li, Weijie Li, Jing Wang, Jimin Liang, Feng Cao (2021). Three-dimensional quantitative assessment of myocardial infarction via multimodality fusion imaging: methodology, validation, and preliminary clinical application. Quantitative Imaging in Medicine and Surgery, 11(7).

Zhongliang Yin, Yue Wang, Minghao Dong, Shenghan Ren, Haihong Hu, Kuiying Yin, Jimin Liang (2021). Special Patterns of Dynamic Brain Networks Discriminate Between Face and Non-face Processing: A Single-Trial EEG Study. Frontiers in Neuroscience, 15.

Chen Wei, Yiping Tang, Chuang Niu Chuang Niu, Haihong Hu, Yue Wang, Jimin Liang (2021). Self-Supervised Representation Learning for Evolutionary Neural Architecture Search. IEEE Computational Intelligence Magazine, 16(3): 33-49.

Yue Wang, Jianpu Yan, Zhongliang Yin, Shenghan Ren, Minghao Dong, Changli Zheng, Wei Zhang, Jimin Liang (2021). How Native Background Affects Human Performance in Real-World Visual Object Detection: An Event-Related Potential Study. Frontiers in Neuroscience, 15.

Yang Zheng, Hong Fu, Ruimin Li, Tai-Chiu Hsung, Zongxi Song, Desheng Wen (2021). Deep neural network oriented evolutionary parametric eye modeling. Pattern Recognition, 113: 107755.

Fanzhen Meng, Shouping Zhu, Jian Cheng, Xu Cao, Wei Qin, Jimin Liang (2020). System Response Matrix Calculation Based on Distance-Driven Model and Solid Angle Model for Dual-Head PET System. IEEE Transactions on Radiation and Plasma Medical Sciences, 4(1): 81-90.

Zhongliang Yin, Ying Wang, Minghao Dong, Yubo Wang, Shenghan Ren, Jimin Liang (2020). Short-range and long-range neuronal oscillatory coupling in multiple frequency bands during face perception. International Journal of Psychophysiology, 152: 26-35.

Getao Du, Xu Cao, Jimin Liang, Xueli Chen, Yonghua Zhan (2020). Medical Image Segmentation based on U-Net: A Review. Journal of Imaging Science and Technology, 64: 20508-1-20508-12.

Chuang Niu, Jun Zhang, Ge Wang, Jimin Liang (2020). GATCluster: Self-supervised Gaussian-Attention Network for Image Clustering. Computer Vision – ECCV 2020, 735–751.

Xueli Chen, Shouping Zhu, Huiyuan Wang, Cuiping Bao, Defu Yang, Chi Zhang, Peng Lin, Ji-Xin Cheng, Yonghua Zhan, Jimin Liang, Jie Tian (2020). Accelerated Stimulated Raman Projection Tomography by Sparse Reconstruction From Sparse-View Data. IEEE Transactions on Biomedical Engineering, 67(5): 1293-1302.