Selected Journal Publications

Yiping Tang, Yang Zheng, Chen Wei, Kaitai Guo, Haihong Hu, Jimin Liang*, Video Representation Learning for Temporal Action Detection Using Global-Local Attention, Pattern Recognition, 134:109135, 2023. ( IF:8.518)

Yiping Tang, Junyao Ge, Kaitai Guo, Yang Zheng, Haihong Hu, Jimin Liang*, Towards Better Utilization of Pseudo Labels for Weakly Supervised Temporal Action Localization, Information Sciences, 623:693-708, 2023. (IF: 8.233)

Chen Wei, Chuang Niu, Yiping Tang, Yue Wang, Haihong Hu, and Jimin Liang*, NPENAS: Neural predictor guided evolution for neural architecture search, IEEE Transactions on Neural Networks and Learning Systems, 2022. In press. (IF: 10.451)

Lei Hu, Chuang Niu, Shenghan Ren, Minghao Dong, Changli Zheng, Wei Zhang, Jimin Liang*, 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, 2022.

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

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

Yiping Tang, Kaitai Guo, Chen Wei, Yang Zheng, Shenghan Ren, and Jimin Liang*, Poleward-motion aware network for poleward moving auroral forms recognition, IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, Art no. 8026105, 2022. 

Lei Hu, Chuang Niu, Shenghan Ren, Minghao Dong, Changli Zheng, Wei Zhang, Jimin Liang*, 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, 2022.

Chen Wei, Yiping Tang, Chuang Niu, Haihong Hu, Yue Wang, and Jimin Liang*, Self-supervised representation learning for evolutionary neural architecture search, IEEE Computational Intelligence Magazine, 16(3):33-49, 2021. (IF: 11.356)

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

Zhongliang Yin, Yue Wang, Minghao Dong, Shenghan Ren, Haihong Hu, Kuiying Yin, Jimin Liang*, Special patterns of dynamic brain networks discriminate between face and non-face processing: A single-trial EEG study, Frontiers in Neuroscience, Volume 15, Article 652920, 2021. 

Yue Wang, Jianpu Yan, Zhongliang Yin, Shenghan Ren, Minghao Dong, Huili Zheng, Wei Zhang, Jimin Liang*, How native background affects human performance in real-world visual object detection: An event-related potential study, Frontiers in Neuroscience, Volume 15, Article 665084, 2021.

Zhenzhen Xu#, Bo Tao#, Chuanbin Liu, Dong Han, Jibin Zhang, Junsong Liu, Sulei Li, Weijie Li, Jing Wang, Jimin Liang*, Feng Cao*, 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):3175-3189, 2021.

Zhongliang Yin, Ying Wang, Minghao Dong, Yubo Wang, Shenghan Ren, and Jimin Liang*, Short-range and Long-range Neuronal Oscillatory Coupling in Multiple Frequency Bands during Face Perception, International Journal of Psychophysiology, 152:26-35, 2020.

Chuang Niu, Qiuju Yang, Shenghan Ren, Haihong Hu, Desheng Han, Ze-Jun Hu, and Jimin Liang*, Instance segmentation of auroral images for automatic computation of arc width, IEEE Geoscience and Remote Sensing Letters, 16(9): 1368-1372, 2019.

Qiuju Yang*, Dacheng Tao, Desheng Han, Jimin Liang*, Extracting auroral key local structures from all-sky auroral images by artificial intelligence technique, Journal of Geophysical Research - Space Physics, 124(5):3512-3521, 2019.

Fengjun Zhao, Bin Wu, Fei Chen, Xin Cao, Huangjian Yi, Yuqing Hou, Xiaowei He*, and Jimin Liang*, An automatic multi-class coronary atherosclerosis plaque detection and classification framework, Medical & Biological Engineering & Computing, 57(1):245-257, 2019.

Yunpeng Dai#, Guodong Wang#, Duofang Chen, Jipeng Yin, Yonghua Zhan, Yongzhan Nie, Kaichun Wu, Jimin Liang*, Xueli Chen*, Intravenous administration-oriented pharmacokinetic model for dynamic bioluminescence imaging, IEEE Transactions on Biomedical Engineering, 66(3):843-847, 2019.

Chuang Niu, Jun Zhang, Qian Wang, and Jimin Liang*, Weakly Supervised Semantic Segmentation for Joint Key Local Structure Localization and Classification of Aurora Image, IEEE Transactions on Geoscience and Remote Sensing, 56(12):7133-7146, 2018.

Fengjun Zhao, Feifei Sun, Yuqing Hou, Yanrong Chen, Dongmei Chen, Xin Cao, Huangjian Yi, Bin Wang, Xiaowei He*, and Jimin Liang*, A monocentric centerline extraction method for ring-like blood vessels, Medical & Biological Engineering & Computing, 56(4):695-707, 2018.

Fengjun Zhao, Yibing Chen, Fei Chen, Xuelei He, Xin Cao, Yuqing Hou, Huangjian Yi*, Xiaowei He*, Jimin Liang*, Semi-supervised cerebrovascular segmentation by hierarchical convolutional neural network, IEEE Access, 6(1): 67841-67852, 2018.

Xu Cao, Yuzhu Gong, Yang Li, Shouping Zhu, Xuanxuan Zhang, Yonghua Zhan, Fei Kang, Jing Wang, and Jimin Liang*, Persistent luminescence tomography for small animal imaging, Biomedical Optics Express, 8(3):1466-1476, 2017.

Fanzhen Meng, Xu Cao, Xuezhou Cao, Jianxun Wang, Liang Li, Xueli Chen, Shouping Zhu*, and Jimin Liang*, Influence of rotation increments on imaging performance for a rotatory dual-head PET system, BioMed Research International, Volume 2017, Article ID 8615086, 2017.

Zhenzhen Xu+, Bo Tao+, Yu Li, Jun Zhang, Xiaochao Qu, Feng Cao, Jimin Liang*, 3D fusion framework for infarction and angiogenesis analysis in a myocardial infarct minipig model, Molecular Imaging, 16:1-10, 2017.

More publications before 2017

Selected Conference Publications

Chuang Niu, Jun Zhang, Ge Wang, Jimin Liang*, GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering, European Conference on Computer Vision (ECCV), LNCS 12370, pp.735-751, August 23-28, 2020. (Poster)

Yiping Tang, Chuang Niu, Shenghan Ren, Ze-Jun Hu, Desheng Han, Jimin Liang*, Poleward Moving Aurora Detection based on Deep Learning, 2019 Fall Meeting, AGU, 9-13 December 2019, San Francisco, USA. (Oral)

Chuang Niu, Yiping Tang, Shenghan Ren, Ze-Jun Hu, Desheng Han, Jimin Liang*, Joint Classification and Instance Segmentation of Auroral Images for Automatic Computation of Arc Width, 2019 Fall Meeting, AGU, 9-13 December 2019, San Francisco, USA. (Poster)

Yiping Tang, Chuang Niu, Minghao Dong, Shenghan Ren, Jimin Liang*, Poleward moving aurora recognition with deep convolutional networks, Proceedings of Chinese Conference on Pattern Recognition and Computer Vision (PRCV), Xi’an, China, November 8–11, 2019, Part II, 551-560. Part of the Lecture Notes in Computer Science book series (LNCS, volume 11858). (Poster)

Zhongliang Yin, Yue Wang, Kuiying Yin, Minghao Dong, Jimin Liang*, Specific Neuronal Oscillatory Coupling over Frontal and Occipito-temporal Regions during Face Perception, 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Berlin, Germany, July 23-27, 2019. (Oral)

Guangling Ye, Minghao Dong, Jia Wu, Jimin Liang, Neural signature for non-face real-world visual expertise: a review and meta-analysis, The 25th Annual Meeting of the Organization for Human Brain Mapping, June 9-13, 2019, Rome, Italy. (Poster)

Zhenzhen Xu#, Bo Tao#, Shenghan Ren, Feng Cao, Jimin Liang*, Identification of angiogenesis and viable myocardium using hybrid cardiac imaging, in Proc. SPIE 10951, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling, 1095128. (Poster)