Xi Jiang 0001 - researchr alias

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Viewing Publication 1 - 22 from 22

2025

A Unified and Biologically Plausible Relational Graph Representation of Vision TransformersYuzhong Chen, Zhenxiang Xiao, Yu Du, Lin Zhao 0004, Lu Zhang 0050, Zihao Wu 0001, Dajiang Zhu, Tuo Zhang, Dezhong Yao 0001, Xintao Hu, Tianming Liu 0001, Xi Jiang 0001. tnn, 36(2):3231-3243, February 2025. [doi]

Identifying influential nodes in brain networks via self-supervised graph-transformerYanqing Kang, Di Zhu, Haiyang Zhang, Enze Shi, Sigang Yu, Jinru Wu, Ruoyang Wang, Geng Chen, Xi Jiang 0001, Tuo Zhang, Shu Zhang 0001. cbm, 186:109629, 2025. [doi]

Adaptive critical subgraph mining for cognitive impairment conversion prediction with T1-MRI-based brain networkYilin Leng, Wenju Cui, Chen Bai, Xi Jiang 0001, Yunsong Peng, Jian Zheng 0001. eswa, 264:125809, 2025. [doi]

Contrastive machine learning reveals species -shared and -specific brain functional architectureLi Yang, Guannan Cao, Songyao Zhang, Weihan Zhang, Yusong Sun, Jingchao Zhou, Tianyang Zhong, Yixuan Yuan, Tao Liu, Tianming Liu 0001, Lei Guo 0002, Yongchun Yu, Xi Jiang 0001, Gang Li 0001, Junwei Han, Tuo Zhang. mia, 101:103431, 2025. [doi]

2024

Deep Metric Learning Based on Meta-Mining Strategy With Semiglobal InformationXi Jiang 0001, Sheng Liu, Xili Dai, Guosheng Hu, Xingguo Huang, Yazhou Yao, Guo-Sen Xie, Ling Shao 0001. tnn, 35(4):5103-5116, April 2024. [doi]

MGIML: Cancer Grading With Incomplete Radiology-Pathology Data via Memory Learning and Gradient HomogenizationPengyu Wang 0005, Huaqi Zhang, Meilu Zhu, Xi Jiang 0001, Jing Qin 0001, Yixuan Yuan. tmi, 43(6):2113-2124, June 2024. [doi]

Deep Linear Matrix Approximate Reconstruction Reveals Reproducible Large-Scale Functional Connectivity Networks in the Human BrainWei Zhang 0090, Xi Jiang 0001, Shijie Zhao 0001, Ning Qiang, Yu Bao, Jinglei Lv. mchm 2024: 59-63 [doi]

Adversarial Learning Based Node-Edge Graph Attention Networks for Autism Spectrum Disorder IdentificationYuzhong Chen, Jiadong Yan, Mingxin Jiang, Tuo Zhang, Zhongbo Zhao, Weihua Zhao, Jian Zheng, Dezhong Yao 0001, Rong Zhang, Keith M. Kendrick, Xi Jiang 0001. tnn, 35(6):7275-7286, June 2024. [doi]

Anatomy-Guided Spatio-Temporal Graph Convolutional Networks (AG-STGCNs) for Modeling Functional Connectivity Between Gyri and Sulci Across Multiple Task DomainsMingxin Jiang, Yuzhong Chen, Jiadong Yan, Zhenxiang Xiao, Wei Mao, Boyu Zhao, Shimin Yang, Zhongbo Zhao, Tuo Zhang, Lei Guo 0002, Benjamin Becker, Dezhong Yao 0001, Keith M. Kendrick, Xi Jiang 0001. tnn, 35(6):7435-7445, June 2024. [doi]

Mask-guided BERT for few-shot text classificationWenxiong Liao, Zhengliang Liu, Haixing Dai, Zihao Wu 0001, Yiyang Zhang, Xiaoke Huang, Yuzhong Chen, Xi Jiang 0001, David Liu, Dajiang Zhu, Sheng Li 0001, Wei Liu 0146, Tianming Liu 0001, Quanzheng Li, Hongmin Cai, Xiang Li 0001. ijon, 610:128576, 2024. [doi]

An Iterative Optimizing Framework for Radiology Report Summarization With ChatGPTChong Ma, Zihao Wu 0001, Jiaqi Wang 0010, Shaochen Xu, Yaonai Wei, Zhengliang Liu, Fang Zeng, Xi Jiang 0001, Lei Guo 0002, Xiaoyan Cai, Shu Zhang 0006, Tuo Zhang, Dajiang Zhu, Dinggang Shen, Tianming Liu 0001, Xiang Li 0001. tai, 5(8):4163-4175, August 2024. [doi]

Rectify ViT Shortcut Learning by Visual SaliencyChong Ma, Lin Zhao 0004, Yuzhong Chen, Lei Guo 0002, Tuo Zhang, Xintao Hu, Dinggang Shen, Xi Jiang 0001, Tianming Liu 0001. tnn, 35(12):18013-18025, December 2024. [doi]

Regularity and variability of functional brain connectivity characteristics between gyri and sulci under naturalistic stimulusZhenxiang Xiao, Liang He, Boyu Zhao, Mingxin Jiang, Wei Mao, Yuzhong Chen, Tuo Zhang, Xintao Hu, Tianming Liu, Xi Jiang 0001. cbm, 168:107747, January 2024. [doi]

Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized ActivationsLin Zhao, Haixing Dai, Zihao Wu 0001, Zhenxiang Xiao, Lu Zhang 0050, David Weizhong Liu, Xintao Hu, Xi Jiang 0001, Sheng Li 0001, Dajiang Zhu, Tianming Liu 0001. tamd, 16(2):584-594, April 2024. [doi]

Fusing multi-scale functional connectivity patterns via Multi-Branch Vision Transformer (MB-ViT) for macaque brain age predictionJingchao Zhou, Yuzhong Chen, Xuewei Jin, Wei Mao, Zhenxiang Xiao, Songyao Zhang, Tuo Zhang, Tianming Liu 0001, Keith M. Kendrick, Xi Jiang 0001. NN, 179:106592, 2024. [doi]

2023

Characterizing functional brain networks via Spatio-Temporal Attention 4D Convolutional Neural Networks (STA-4DCNNs)Xi Jiang 0001, Jiadong Yan, Yu Zhao 0007, Mingxin Jiang, Yuzhong Chen, Jingchao Zhou, Zhenxiang Xiao, Zifan Wang, Rong Zhang, Benjamin Becker, Dajiang Zhu, Keith M. Kendrick, Tianming Liu. NN, 158:99-110, January 2023. [doi]

Eye-Gaze-Guided Vision Transformer for Rectifying Shortcut LearningChong Ma, Lin Zhao, Yuzhong Chen, Sheng Wang, Lei Guo 0002, Tuo Zhang, Dinggang Shen, Xi Jiang 0001, Tianming Liu. tmi, 42(11):3384-3394, November 2023. [doi]

Species-Shared and -Specific Brain Functional Connectomes Revealed by Shared-Unique Variational AutoencoderLi Yang, Songyao Zhang, Weihan Zhang, Jingchao Zhou, Tianyang Zhong, Yaonai Wei, Xi Jiang 0001, Tianming Liu 0001, Junwei Han, Yixuan Yuan, Tuo Zhang. ipmi 2023: 41-52 [doi]

A-GCL: Adversarial graph contrastive learning for fMRI analysis to diagnose neurodevelopmental disordersShengjie Zhang, Xiang Chen, Xin Shen, Bohan Ren, Ziqi Yu, Haibo Yang, Xi Jiang 0001, Dinggang Shen, Yuan Zhou 0004, Xiao-yong Zhang. mia, 90:102932, December 2023. [doi]

2013

Inferring Group-Wise Consistent Multimodal Brain Networks via Multi-View Spectral ClusteringHanbo Chen, Kaiming Li, Dajiang Zhu, Xi Jiang 0001, Yixuan Yuan, Peili Lv, Tuo Zhang, Lei Guo 0002, Dinggang Shen, Tianming Liu. tmi, 32(9):1576-1586, September 2013. [doi]

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