论文

Xiong, Tong, Zhang, Xin, Cheng, Jiale, Xu, Xiangmin, Li, Gang (2025). Calibrated multi-view graph learning framework for infant cognitive abilities prediction. In Biomedical Signal Processing and Control.

Shi, Dongzi, Zhang, Xin, Cheng, Jiale, Xiong, Tong, Ni, Hao (2025). Adaptive Global Gesture Paths and Signature Features for Skeleton-based Gesture Recognition. In International Conference on Pattern Recognition, ICPR.

Tan, Junpeng, Zhang, Xin, Qing, Chunmei, Yang, Chaoxiang, Zhang, He, Li, Gang, Xu, Xiangmin (2024). Fetal MRI Reconstruction by Global Diffusion and Consistent Implicit Representation. In International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI.

Lv, Yao, Tan, Junpeng, Chen, Shengxian, Zhang, He, Cheng, Wenjun, Yang, Chaoxiang, Xu, Xiangming, Zhang, Xin (2024). Two-Stage Implicit Representation Reconstruction with Iterative Registration and Double-Channel Encoder for Fetal MRI. In Proceedings - International Symposium on Biomedical Imaging, ISBI.

Luo, Yeqiang, Liang, Jing, Lin, Shanghui, Bai, Tianmo, Kong, Lingchuang, Jin, Yan, Zhang, Xin, Li, Baofeng, Chen, Bei (2024). The application of deep learning methods in knee joint sports injury diseases. In Computer Methods in Biomechanics and Biomedical Engineering:Imaging and Visualization.

Xiong, Tong, Zhang, Xin (2024). Hyper Morphological Graph for Brain Structural Connection Analysis. In Proceedings - International Symposium on Biomedical Imaging, ISBI.

Tan, Junpeng, Zhang, Xin, Qing, Chunmei, Xu, Xiangmin (2024). Fourier Domain Robust Denoising Decomposition and Adaptive Patch MRI Reconstruction. In IEEE Transactions on Neural Networks and Learning Systems, IEEE T-NNLS.

Yin, Zhuowen, Ding, Xinyao, Zhang, Xin, Wu, Zhengwang, Wang, Li, Xu, Xiangmin, Li, Gang (2024). Early autism diagnosis based on path signature and Siamese unsupervised feature compressor. In Cerebral Cortex, CC.

Wu, Wenxuan, Qu, Ruowen, Shi, Dongzi, Xiong, Tong, Xu, Xiangmin, Xing, Xiaofen, Zhang, Xin (2024). Cortical Surface Reconstruction from 2D MRI with Segmentation-Constrained Super-Resolution and Representation Learning. In In International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI.

Zhang, Wenhao, Zhang, Xin, Li, Lingyi, Liao, Lufan, Zhao, Fenqiang, Zhong, Tao, Pei, Yuchen, Xu, Xiangmin, Yang, Chaoxiang, Zhang, He, Li, Gang (2024). A joint brain extraction and image quality assessment framework for fetal brain MRI slices. In NeuroImage.

Cheng, Jiale, Shi, Dongzi, Li, Chenyang, Li, Yu, Ni, Hao, Jin, Lianwen, Zhang, Xin (2023). Skeleton-Based Gesture Recognition With Learnable Paths and Signature Features. In IEEE Transactions on Multimedia, IEEE TMM.

Cheng, Jiale, Zhang, Xin, Zhao, Fenqiang, Wu, Zhengwang, Yuan, Xinrui, Wang, Li, Lin, Weili, Li, Gang (2023). Prediction of Infant Cognitive Development with Cortical Surface-Based Multimodal Learning. In International conference on medical image computing and computer-assisted intervention, MICCAI.

Gao, Xiang, Zhang, Xin, Zhang, Lu, Xu, Xiangmin, Zhu, Dajiang (2023). Predicting Diverse Functional Connectivity from Structural Connectivity Based on Multi-contexts Discriminator GAN. In International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI.

Fang, Ruiyan, Li, Yu, Zhang, Xin, Chen, Shengxian, Cheng, Jiale, Xu, Xiangmin, Wu, Jieling, Lin, Weili, Wang, Li, Wu, Zhengwang, Li, Gang (2023). Path-Based Heterogeneous Brain Transformer Network for Resting-State Functional Connectivity Analysis. In International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI.

Fang, Ruiyan, Wu, Yalan, Zhang, Xiaofeng, Zhang, Xin (2023). MNGLO-Net: A Cascade Network for Detecting Glomerulus and Classifying Pathological Types of Membranous Nephropathy. In Proceedings - International Symposium on Biomedical Imaging, ISBI.

Gao, Xiang, Lin, Honghui, Li, Yu, Fang, Ruiyan, Zhang, Xin (2023). Look and Think: Intrinsic Unification of Self-Attention and Convolution for Spatial-Channel Specificity. In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP.

Xiong, Tong, Zhang, Xin (2023). Hybrid Feature Extraction Based Deep Learning Model for Offline Signature Verification. In 2023 6th International Conference on Software Engineering and Computer Science, CSECS 2023.

Lu, Wenying, Zhang, Xin, Xu, Qin, Chen, Wenjun, Yang, Chaoxiang, Xing, Xiaofen, Xu, Xiangmin (2023). Fetal Brain MRI Segmentation via Boundary-Aware Voxel-Level Contrastive Learning. In International Winter Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD-Winter 2023.

Liang, Jing, Yao, Yingxue, Zhang, Xin, Wu, Jieling, Xing, Xiaofen (2023). Bi-Emotional Siamese Network for MDD Recognition. In Proceedings - International Symposium on Biomedical Imaging, ISBI.

Cheng, Jiale, Zhang, Xin, Zhao, Fenqiang, Wu, Zhengwang, Wang, Ya, Huang, Ying, Lin, Weili, Wang, Li, Li, Gang (2022). Spherical Transformer for Quality Assessment of Pediatric Cortical Surfaces. In Proceedings - International Symposium on Biomedical Imaging, ISBI.

Cheng, Jiale, Zhang, Xin, Ni, Hao, Li, Chenyang, Xu, Xiangmin, Wu, Zhengwang, Wang, Li, Lin, Weili, Li, Gang (2022). Path Signature Neural Network of Cortical Features for Prediction of Infant Cognitive Scores. In IEEE Transactions on Medical Imaging, IEEE TMI.

Li, Yu, Zhang, Xin, Nie, Jingxin, Zhang, Guowei, Fang, Ruiyan, Xu, Xiangmin, Wu, Zhengwang, Hu, Dan, Wang, Li, Zhang, Han, Lin, Weili, Li, Gang (2022). Brain Connectivity Based Graph Convolutional Networks and Its Application to Infant Age Prediction. In IEEE Transactions on Medical Imaging, IEEE TMI.

Lin, Honghui, Cheng, Jiale, Li, Yu, Zhang, Xin (2021). TEMPORAL-SPATIAL DEFORMABLE POSE NETWORK FOR SKELETON-BASED GESTURE RECOGNITION. In Proceedings - International Conference on Image Processing, ICIP.

Ahmad, Tasweer, Jin, Lianwen, Zhang, Xin, Lai, Songxuan, Tang, Guozhi, Lin, Luojun (2021). Graph Convolutional Neural Network for Human Action Recognition: A Comprehensive Survey. In IEEE Transactions on Artificial Intelligence, IEEE TAI.

Xu, Songbin, Xue, Yang, Zhang, Xin, Jin, Lianwen (2021). A Novel Unsupervised domain adaptation method for inertia-Trajectory translation of in-air handwriting. In Pattern Recognition, PR.

Zhang, Xin, Ding, Xinyao, Wu, Zhengwang, Xia, Jing, Ni, Hao, Xu, Xiangmin, Liao, Lufan, Wang, Li, Li, Gang (2020). Siamese Verification Framework for Autism Identification during Infancy Using Cortical Path Signature Features. In Proceedings - International Symposium on Biomedical Imaging, ISBI.

Liao, Lufan, Zhang, Xin, Zhao, Fenqiang, Lou, Jingjiao, Wang, Li, Xu, Xiangmin, Zhang, He, Li, Gang (2020). Multi-Branch Deformable Convolutional Neural Network with Label Distribution Learning for Fetal Brain Age Prediction. In Proceedings - International Symposium on Biomedical Imaging, ISBI.

Liao, Lufan, Zhang, Xin, Et Al (2020). Joint image quality assessment and brain extraction of fetal MRI using deep learning. In International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI.

Zhang, Xin, Cheng, Jiale, Ni, Hao, Li, Chenyang, Xu, Xiangmin, Wu, Zhengwang, Wang, Li, Lin, Weili, Shen, Dinggang, Li, Gang (2020). Infant Cognitive Scores Prediction with Multi-stream Attention-Based Temporal Path Signature Features. In Medical Image Computing and Computer Assisted Intervention, MICCAI.

Mou, Chong, Zhang, Xin (2020). Attention Based Dual Branches Fingertip Detection Network and Virtual Key System. In Proceedings of the 28th ACM International Conference on Multimedia, ACM MM.

Zhang, Xin, Xue, Yang (2020). A novel gan-based synthesis method for in-air handwritten words. In Sensors.

Li, Chenyang, Zhang, Xin, Liao, Lufan, Jin, Lianwen, Yang, Weixin (2019). Skeleton-based gesture recognition using several fully connected layers with path signature features and temporal transformer module. In Proceedings of the AAAI conference on artificial intelligence, AAAI.

Zhang, Guowei, Zhang, Xin (2019). Multi-heads attention graph convolutional networks for skeleton-based action recognition. In IEEE International Conference on Visual Communications and Image Processing, VCIP 2019.