Lu Zhang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

General Intelligence

Mild Cognitive Impairment

Graph Representation

Gene Expression

Top Venues

IEEE Trans. Cogn. Dev. Syst.

Publications

Zhenxiang Xiao, Yuzhong Chen, Junjie Yao, Lu Zhang, Zhengliang Liu, Zihao Wu, Xiaowei Yu, Yi Pan, Lin Zhao, Chong Ma, Xinyu Liu, Wei Liu, Xiang Li, Yixuan Yuan, Dinggang Shen, Dajiang Zhu, Dezhong Yao, Tianming Liu, Xi Jiang
Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer. Inf. Fusion 104 (2024)
Lin Zhao, Haixing Dai, Zihao Wu, Zhenxiang Xiao, Lu Zhang, David Weizhong Liu, Xintao Hu, Xi Jiang, Sheng Li, Dajiang Zhu, Tianming Liu
Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations. IEEE Trans. Cogn. Dev. Syst. 16 (2) (2024)
Xiaowei Yu, Lu Zhang, Yanjun Lyu, Tianming Liu, Dajiang Zhu
Supervised Deep Tree in Alzheimer's Disease. ISBI (2023)
Xiang Li, Lu Zhang, Zihao Wu, Zhengliang Liu, Lin Zhao, Yixuan Yuan, Jun Liu, Gang Li, Dajiang Zhu, Pingkuan Yan, Quanzheng Li, Wei Liu, Tianming Liu, Dinggang Shen
Artificial General Intelligence for Medical Imaging. CoRR (2023)
Lu Zhang, Saiyang Na, Tianming Liu, Dajiang Zhu, Junzhou Huang
Multimodal Deep Fusion in Hyperbolic Space for Mild Cognitive Impairment Study. MICCAI (5) (2023)
Haixing Dai, Mengxuan Hu, Qing Li, Lu Zhang, Lin Zhao, Dajiang Zhu, Ibai Díez, Jorge Sepulcre, Fan Zhang, Xingyu Gao, Manhua Liu, Quanzheng Li, Sheng Li, Tianming Liu, Xiang Li
Graph-Based Counterfactual Causal Inference Modeling for Neuroimaging Analysis. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI (2023)
Lu Zhang, Xiaowei Yu, Yanjun Lyu, Tianming Liu, Dajiang Zhu
Representative Functional Connectivity Learning for Multiple Clinical Groups in Alzheimer's Disease. ISBI (2023)
Haixing Dai, Qing Li, Lin Zhao, Liming Pan, Cheng Shi, Zhengliang Liu, Zihao Wu, Lu Zhang, Shijie Zhao, Xia Wu, Tianming Liu, Dajiang Zhu
Graph Representation Neural Architecture Search for Optimal Spatial/Temporal Functional Brain Network Decomposition. MLMI@MICCAI (2022)
Chong Ma, Lin Zhao, Yuzhong Chen, Lu Zhang, Zhenxiang Xiao, Haixing Dai, David Weizhong Liu, Zihao Wu, Zhengliang Liu, Sheng Wang, Jiaxing Gao, Changhe Li, Xi Jiang, Tuo Zhang, Qian Wang, Dinggang Shen, Dajiang Zhu, Tianming Liu
Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning. CoRR (2022)
Xiaowei Yu, Dan Hu, Lu Zhang, Ying Huang, Zhengwang Wu, Tianming Liu, Li Wang, Weili Lin, Dajiang Zhu, Gang Li
Longitudinal Infant Functional Connectivity Prediction via Conditional Intensive Triplet Network. MICCAI (8) (2022)
Xiaowei Yu, Lu Zhang, Lin Zhao, Yanjun Lyu, Tianming Liu, Dajiang Zhu
Disentangling Spatial-Temporal Functional Brain Networks via Twin-Transformers. CoRR (2022)
Yuzhong Chen, Zhenxiang Xiao, Lin Zhao, Lu Zhang, Haixing Dai, David Weizhong Liu, Zihao Wu, Changhe Li, Tuo Zhang, Changying Li, Dajiang Zhu, Tianming Liu, Xi Jiang
Mask-guided Vision Transformer (MG-ViT) for Few-Shot Learning. CoRR (2022)
Lu Zhang, Li Wang, Dajiang Zhu
Representing Alzheimer's Disease Progression via Deep Prototype Tree. CoRR (2021)
Lu Zhang, Li Wang, Jean Gao, Shannon L. Risacher, Jingwen Yan, Gang Li, Tianming Liu, Dajiang Zhu
Deep Fusion of Brain Structure-Function in Mild Cognitive Impairment. Medical Image Anal. 72 (2021)
Yanjun Lyu, Xiaowei Yu, Lu Zhang, Dajiang Zhu
Classification of Mild Cognitive Impairment by Fusing Neuroimaging and Gene Expression Data: Classification of Mild Cognitive Impairment by Fusing Neuroimaging and Gene Expression Data. PETRA (2021)
Li Wang, Lu Zhang, Dajiang Zhu
Learning Latent Structure Over Deep Fusion Model of Mild Cognitive Impairment. ISBI (2020)
Lu Zhang, Li Wang, Dajiang Zhu
Recovering Brain Structural Connectivity from Functional Connectivity via Multi-GCN Based Generative Adversarial Network. MICCAI (7) (2020)
Lu Zhang, Li Wang, Dajiang Zhu
Jointly Analyzing Alzheimer's Disease Related Structure-Function Using Deep Cross-Model Attention Network. ISBI (2020)
Lu Zhang, Akib Zaman, Li Wang, Jingwen Yan, Dajiang Zhu
A Cascaded Multi-modality Analysis in Mild Cognitive Impairment. MLMI@MICCAI (2019)
Akib Zaman, Lu Zhang, Jingwen Yan, Dajiang Zhu
Multi-modal Image Prediction via Spatial Hybrid U-Net. MMMI@MICCAI (2019)
Li Wang, Lu Zhang, Dajiang Zhu
Accessing Latent Connectome of Mild Cognitive Impairment via Discriminant Structure Learning. ISBI (2019)