Accessing Latent Connectome of Mild Cognitive Impairment via Discriminant Structure Learning. - Li Wang 033; Lu Zhang 050; Dajiang Zhu (ISBI, 2019)

Multi-modal Image Prediction via Spatial Hybrid U-Net. - Akib Zaman 001; Lu Zhang 050; Jingwen Yan; Dajiang Zhu (MMMI@MICCAI, 2019)

A Cascaded Multi-modality Analysis in Mild Cognitive Impairment. - Lu Zhang 050; Akib Zaman 001; Li Wang 033; Jingwen Yan; Dajiang Zhu (MLMI@MICCAI, 2019)

Learning Latent Structure Over Deep Fusion Model of Mild Cognitive Impairment. - Li Wang 033; Lu Zhang 050; Dajiang Zhu (ISBI, 2020)

Jointly Analyzing Alzheimer's Disease Related Structure-Function Using Deep Cross-Model Attention Network. - Lu Zhang 050; Li Wang 033; Dajiang Zhu (ISBI, 2020)

Recovering Brain Structural Connectivity from Functional Connectivity via Multi-GCN Based Generative Adversarial Network. - Lu Zhang 050; Li Wang 033; Dajiang Zhu (MICCAI (7), 2020)

Classification of Mild Cognitive Impairment by Fusing Neuroimaging and Gene Expression Data: Classification of Mild Cognitive Impairment by Fusing Neuroimaging and Gene Expression Data. - Yanjun Lyu; Xiaowei Yu; Lu Zhang 050; Dajiang Zhu (PETRA, 2021)

Representing Alzheimer's Disease Progression via Deep Prototype Tree. - Lu Zhang 050; Li Wang 033; Dajiang Zhu (CoRR, 2021)

Deep Fusion of Brain Structure-Function in Mild Cognitive Impairment. - Lu Zhang 050; Li Wang 033; Jean Gao; Shannon L. Risacher; Jingwen Yan; Gang Li 001; Tianming Liu 001; Dajiang Zhu (Medical Image Anal., 2021)

Graph Representation Neural Architecture Search for Optimal Spatial/Temporal Functional Brain Network Decomposition. - Haixing Dai; Qing Li 027; Lin Zhao 004; Liming Pan; Cheng Shi; Zhengliang Liu; Zihao Wu 001; Lu Zhang 050; Shijie Zhao 001; Xia Wu 001; Tianming Liu 001; Dajiang Zhu (MLMI@MICCAI, 2022)

Longitudinal Infant Functional Connectivity Prediction via Conditional Intensive Triplet Network. - Xiaowei Yu; Dan Hu; Lu Zhang 050; Ying Huang 007; Zhengwang Wu; Tianming Liu 001; Li Wang 026; Weili Lin; Dajiang Zhu; Gang Li 001 (MICCAI (8), 2022)

Classification of Alzheimer's Disease via Vision Transformer: Classification of Alzheimer's Disease via Vision Transformer. - Yanjun Lyu; Xiaowei Yu; Dajiang Zhu; Lu Zhang 050 (PETRA, 2022)

Disentangling Spatial-Temporal Functional Brain Networks via Twin-Transformers. - Xiaowei Yu; Lu Zhang 050; Lin Zhao 004; Yanjun Lyu; Tianming Liu 001; Dajiang Zhu (CoRR, 2022)

Mask-guided Vision Transformer (MG-ViT) for Few-Shot Learning. - Yuzhong Chen; Zhenxiang Xiao; Lin Zhao 004; Lu Zhang 050; Haixing Dai; David Weizhong Liu; Zihao Wu 001; Changhe Li; Tuo Zhang; Changying Li; Dajiang Zhu; Tianming Liu 001; et al. (CoRR, 2022)

Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning. - Chong Ma; Lin Zhao 004; Yuzhong Chen; Lu Zhang 050; Zhenxiang Xiao; Haixing Dai; David Weizhong Liu; Zihao Wu 001; Zhengliang Liu; Sheng Wang 014; Jiaxing Gao; Changhe Li; et al. (CoRR, 2022)

A Unified and Biologically-Plausible Relational Graph Representation of Vision Transformers. - Yuzhong Chen; Yu Du; Zhenxiang Xiao; Lin Zhao 004; Lu Zhang 050; David Weizhong Liu; Dajiang Zhu; Tuo Zhang; Xintao Hu; Tianming Liu 001; Xi Jiang 001 (CoRR, 2022)

BI AVAN: Brain inspired Adversarial Visual Attention Network. - Heng Huang; Lin Zhao 004; Xintao Hu; Haixing Dai; Lu Zhang 050; Dajiang Zhu; Tianming Liu 001 (CoRR, 2022)

Predicting brain structural network using functional connectivity. - Lu Zhang 050; Li Wang 033; Dajiang Zhu; Alzheimer's Disease Neuroimaging Initiative (Medical Image Anal., 2022)

Supervised Deep Tree in Alzheimer's Disease. - Xiaowei Yu; Lu Zhang 050; Yanjun Lyu; Tianming Liu 001; Dajiang Zhu (ISBI, 2023)

Representative Functional Connectivity Learning for Multiple Clinical Groups in Alzheimer's Disease. - Lu Zhang 050; Xiaowei Yu; Yanjun Lyu; Tianming Liu 001; Dajiang Zhu (ISBI, 2023)

Graph-Based Counterfactual Causal Inference Modeling for Neuroimaging Analysis. - Haixing Dai; Mengxuan Hu; Qing Li 027; Lu Zhang 050; Lin Zhao 004; Dajiang Zhu; Ibai Díez; Jorge Sepulcre; Fan Zhang; Xingyu Gao; Manhua Liu; Quanzheng Li; et al. (MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI, 2023)

Predicting Diverse Functional Connectivity from Structural Connectivity Based on Multi-contexts Discriminator GAN. - Xiang Gao; Xin Zhang 013; Lu Zhang 050; Xiangmin Xu; Dajiang Zhu (MICCAI (8), 2023)

Multimodal Deep Fusion in Hyperbolic Space for Mild Cognitive Impairment Study. - Lu Zhang 050; Saiyang Na; Tianming Liu 001; Dajiang Zhu; Junzhou Huang (MICCAI (5), 2023)

DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4. - Zhengliang Liu; Xiaowei Yu; Lu Zhang 050; Zihao Wu 001; Chao Cao; Haixing Dai; Lin Zhao 004; Wei Liu 146; Dinggang Shen; Quanzheng Li; Tianming Liu 001; Dajiang Zhu; et al. (CoRR, 2023)

Core-Periphery Principle Guided Redesign of Self-Attention in Transformers. - Xiaowei Yu; Lu Zhang 050; Haixing Dai; Yanjun Lyu; Lin Zhao 004; Zihao Wu 001; David Liu; Tianming Liu 001; Dajiang Zhu (CoRR, 2023)

When Brain-inspired AI Meets AGI. - Lin Zhao 004; Lu Zhang 050; Zihao Wu 001; Yuzhong Chen; Haixing Dai; Xiaowei Yu; Zhengliang Liu; Tuo Zhang; Xintao Hu; Xi Jiang 001; Xiang Li 001; Dajiang Zhu; et al. (CoRR, 2023)

Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task. - Zihao Wu 001; Lu Zhang 050; Chao Cao; Xiaowei Yu; Haixing Dai; Chong Ma; Zhengliang Liu; Lin Zhao 004; Gang Li 001; Wei Liu 146; Quanzheng Li; Dinggang Shen; et al. (CoRR, 2023)

Instruction-ViT: Multi-Modal Prompts for Instruction Learning in ViT. - Zhenxiang Xiao; Yuzhong Chen; Lu Zhang 050; Junjie Yao; Zihao Wu 001; Xiaowei Yu; Yi Pan 001; Lin Zhao 004; Chong Ma; Xinyu Liu 001; Wei Liu 146; Xiang Li 001; et al. (CoRR, 2023)

Artificial General Intelligence for Medical Imaging. - Xiang Li 001; Lu Zhang 050; Zihao Wu 001; Zhengliang Liu; Lin Zhao 004; Yixuan Yuan; Jun Liu 075; Gang Li 001; Dajiang Zhu; Pingkuan Yan; Quanzheng Li; Wei Liu 146; et al. (CoRR, 2023)

Segment Anything Model (SAM) for Radiation Oncology. - Lian Zhang; Zhengliang Liu; Lu Zhang 050; Zihao Wu 001; Xiaowei Yu; Jason Holmes; Hongying Feng; Haixing Dai; Xiang Li 001; Quanzheng Li; Dajiang Zhu; Tianming Liu 001; et al. (CoRR, 2023)

Identification of Causal Relationship between Amyloid-beta Accumulation and Alzheimer's Disease Progression via Counterfactual Inference. - Haixing Dai; Mengxuan Hu; Qing Li 027; Lu Zhang 050; Lin Zhao 004; Dajiang Zhu; Ibai Díez; Jorge Sepulcre; Fan Zhang; Xingyu Gao; Manhua Liu; Quanzheng Li; et al. (CoRR, 2023)

Hierarchical Semantic Tree Concept Whitening for Interpretable Image Classification. - Haixing Dai; Lu Zhang 050; Lin Zhao 004; Zihao Wu 001; Zhengliang Liu; David Liu; Xiaowei Yu; Yanjun Lyu; Changying Li; Ninghao Liu; Tianming Liu 001; Dajiang Zhu (CoRR, 2023)

Evaluating Large Language Models for Radiology Natural Language Processing. - Zhengliang Liu; Tianyang Zhong; Yiwei Li 002; Yutong Zhang; Yi Pan 001; Zihao Zhao 002; Peixin Dong; Chao Cao; Yuxiao Liu; Peng Shu; Yaonai Wei; Zihao Wu 001; et al. (CoRR, 2023)

Exploring the Influence of Information Entropy Change in Learning Systems. - Xiaowei Yu; Yao Xue; Lu Zhang 050; Li Wang 033; Tianming Liu 001; Dajiang Zhu (CoRR, 2023)

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data. - Tianyang Zhong; Wei Zhao 040; Yutong Zhang; Yi Pan 001; Peixin Dong; Zuowei Jiang; Xiaoyan Kui; Youlan Shang; Li Yang; Yaonai Wei; Longtao Yang; Hao Chen 011; et al. (CoRR, 2023)

Holistic Evaluation of GPT-4V for Biomedical Imaging. - Zhengliang Liu; Hanqi Jiang; Tianyang Zhong; Zihao Wu 001; Chong Ma; Yiwei Li 002; Xiaowei Yu; Yutong Zhang; Yi Pan 001; Peng Shu; Yanjun Lyu; Lu Zhang 050; et al. (CoRR, 2023)

Enhancing Group-Wise Consistency in 3-Hinge Gyrus Matching Via Anatomical Embedding and Structural Connectivity Optimization. - Chao Cao; Xiaowei Yu; Lu Zhang 050; Tong Chen; Yanjun Lyu; Tianming Liu 001; Dajiang Zhu (ISBI, 2024)

Mild Cognitive Impairment Classification Using A Novel Finer-Scale Brain Connectome. - Yanjun Lyu; Lu Zhang 050; Xiaowei Yu; Chao Cao; Tianming Liu 001; Dajiang Zhu (ISBI, 2024)

CP-CLIP: Core-Periphery Feature Alignment CLIP for Zero-Shot Medical Image Analysis. - Xiaowei Yu; Zihao Wu 001; Lu Zhang 050; Jing Zhang 010; Yanjun Lyu; Dajiang Zhu (MICCAI (3), 2024)

Gyri vs. Sulci: Core-Periphery Organization in Functional Brain Networks. - Xiaowei Yu; Lu Zhang 050; Chao Cao; Tong Chen; Yanjun Lyu; Jing Zhang 010; Tianming Liu 001; Dajiang Zhu (MICCAI (12), 2024)

GP-GPT: Large Language Model for Gene-Phenotype Mapping. - Yanjun Lyu; Zihao Wu 001; Lu Zhang 050; Jing Zhang 010; Yiwei Li 002; Wei Ruan; Zhengliang Liu; Xiaowei Yu; Chao Cao; Tong Chen; Minheng Chen; Yan Zhuang; et al. (CoRR, 2024)

Evaluation of OpenAI o1: Opportunities and Challenges of AGI. - Tianyang Zhong; Zhengliang Liu; Yi Pan 001; Yutong Zhang; Yifan Zhou; Shizhe Liang; Zihao Wu 001; Yanjun Lyu; Peng Shu; Xiaowei Yu; Chao Cao; Hanqi Jiang; et al. (CoRR, 2024)

Using Structural Similarity and Kolmogorov-Arnold Networks for Anatomical Embedding of 3-hinge Gyrus. - Minheng Chen; Chao Cao; Tong Chen; Yan Zhuang; Jing Zhang 010; Yanjun Lyu; Xiaowei Yu; Lu Zhang 050; Tianming Liu 001; Dajiang Zhu (CoRR, 2024)

Towards Next-Generation Medical Agent: How o1 is Reshaping Decision-Making in Medical Scenarios. - Shaochen Xu; Yifan Zhou; Zhengliang Liu; Zihao Wu 001; Tianyang Zhong; Huaqin Zhao; Yiwei Li 002; Hanqi Jiang; Yi Pan 001; Junhao Chen; Jin Lu 001; Wei Zhang 090; et al. (CoRR, 2024)

BI-AVAN: A Brain-Inspired Adversarial Visual Attention Network for Characterizing Human Visual Attention From Neural Activity. - Heng Huang; Lin Zhao 004; Haixing Dai; Lu Zhang 050; Xintao Hu; Dajiang Zhu; Tianming Liu 001 (IEEE Trans. Multim., 2024)

Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer. - Zhenxiang Xiao; Yuzhong Chen; Junjie Yao; Lu Zhang 050; Zhengliang Liu; Zihao Wu 001; Xiaowei Yu; Yi Pan 001; Lin Zhao 004; Chong Ma; Xinyu Liu 001; Wei Liu 146; et al. (Inf. Fusion, 2024)

Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations. - Lin Zhao 004; Haixing Dai; Zihao Wu 001; Zhenxiang Xiao; Lu Zhang 050; David Weizhong Liu; Xintao Hu; Xi Jiang 001; Sheng Li 001; Dajiang Zhu; Tianming Liu 001 (IEEE Trans. Cogn. Dev. Syst., 2024)

Brain-Adapter: Enhancing Neurological Disorder Analysis with Adapter-Tuning Multimodal Large Language Models. - Jing Zhang 010; Xiaowei Yu; Yanjun Lyu; Lu Zhang 050; Tong Chen; Chao Cao; Yan Zhuang; Minheng Chen; Tianming Liu 001; Dajiang Zhu (ISBI, 2025)

Using Structural Similarity and Kolmogorov-Arnold Networks for Anatomical Embedding of Cortical Folding Patterns. - Minheng Chen; Chao Cao; Tong Chen; Yan Zhuang; Jing Zhang 010; Yanjun Lyu; Xiaowei Yu; Lu Zhang 050; Tianming Liu 001; Dajiang Zhu (ISBI, 2025)

Unsupervised Cortical Surface Registration Network for Aligning Gyralnet. - Jiale Cheng; Fenqiang Zhao; Dan Hu; Chao Cao; Zhengwang Wu; Xinrui Yuan; Kangfu Han; Lu Zhang 050; Tianming Liu 001; Dajiang Zhu; Gang Li 001 (ISBI, 2025)

Ca-vqvae: Cortical Folding Aware Numerical Representation of White-Matter Structure. - Yanjun Lyu; Jing Zhang 010; Lu Zhang 050; Tong Chen; Xiaowei Yu; Minheng Chen; Yan Zhuang; Chao Cao; Tianming Liu 001; Dajiang Zhu (ISBI, 2025)

Classiffication of Mild Cognitive Impairment Based on Dynamic Functional Connectivity using Spatio-Temporal Transformer. - Jing Zhang 010; Yanjun Lyu; Xiaowei Yu; Lu Zhang 050; Chao Cao; Tong Chen; Minheng Chen; Yan Zhuang; Tianming Liu 001; Dajiang Zhu (ISBI, 2025)

Learning lifespan brain anatomical correspondence via cortical developmental continuity transfer. - Lu Zhang 050; Zhengwang Wu; Xiaowei Yu; Yanjun Lyu; Zihao Wu 001; Haixing Dai; Lin Zhao 004; Li Wang 026; Gang Li 001; Xianqiao Wang; Tianming Liu 001; Dajiang Zhu (Medical Image Anal., 2025)

Urban planning in the age of large language models: Assessing OpenAI o1's performance and capabilities across 556 tasks. - Xukai Zhao; He Huang; Tao Yang 046; Yuxing Lu; Lu Zhang 050; Ruoyu Wang; Zhengliang Liu; Tianyang Zhong; Tianming Liu 001 (Comput. Environ. Urban Syst., 2025)

Large Language Models for Bioinformatics. - Wei Ruan; Yanjun Lyu; Jing Zhang 010; Jiazhang Cai; Peng Shu; Yang Ge; Yao Lu; Shang Gao; Yue Wang; Peilong Wang; Lin Zhao 004; Tao Wang; et al. (CoRR, 2025)

Classification of Mild Cognitive Impairment Based on Dynamic Functional Connectivity Using Spatio-Temporal Transformer. - Jing Zhang 010; Yanjun Lyu; Xiaowei Yu; Lu Zhang 050; Chao Cao; Tong Chen; Minheng Chen; Yan Zhuang; Tianming Liu 001; Dajiang Zhu (CoRR, 2025)

A Unified and Biologically Plausible Relational Graph Representation of Vision Transformers. - Yuzhong Chen; Zhenxiang Xiao; Yu Du; Lin Zhao 004; Lu Zhang 050; Zihao Wu 001; Dajiang Zhu; Tuo Zhang; Dezhong Yao 001; Xintao Hu; Tianming Liu 001; Xi Jiang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification. - Jing Zhang 010; Xiaowei Yu; Tong Chen; Chao Cao; Mingheng Chen; Yan Zhuang; Yanjun Lyu; Lu Zhang 050; Li Su; Tianming Liu 001; Dajiang Zhu (CoRR, 2025)

Core-Periphery Principle Guided State Space Model for Functional Connectome Classification. - Minheng Chen; Xiaowei Yu; Jing Zhang 010; Tong Chen; Chao Cao; Yan Zhuang; Yanjun Lyu; Lu Zhang 050; Tianming Liu 001; Dajiang Zhu (CoRR, 2025)

GyralNet Subnetwork Partitioning via Differentiable Spectral Modularity Optimization. - Yan Zhuang; Minheng Chen; Chao Cao; Tong Chen; Jing Zhang 010; Xiaowei Yu; Yanjun Lyu; Lu Zhang 050; Tianming Liu 001; Dajiang Zhu (CoRR, 2025)

Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task. - Zihao Wu 001; Lu Zhang 050; Chao Cao; Xiaowei Yu; Zhengliang Liu; Lin Zhao 004; Yiwei Li 002; Haixing Dai; Chong Ma; Gang Li 001; Wei Liu 146; Quanzheng Li; et al. (IEEE Trans. Big Data, 2025)

Domain-Adaptive Diagnosis of Lewy Body Disease with Transferability Aware Transformer. - Xiaowei Yu; Jing Zhang 010; Tong Chen; Yan Zhuang; Minheng Chen; Chao Cao; Yanjun Lyu; Lu Zhang 050; Li Su; Tianming Liu 001; Dajiang Zhu (CoRR, 2025)

Bridging Brains and Machines: A Unified Frontier in Neuroscience, Artificial Intelligence, and Neuromorphic Systems. - Sohan Shankar; Yi Pan 001; Hanqi Jiang; Zhengliang Liu; Mohammad R. Darbandi; Agustin Lorenzo; Junhao Chen; Md Mehedi Hasan; Arif Hassan Zidan; Eliana Gelman; Joshua A. Konfrst; Jillian Y. Russell; et al. (CoRR, 2025)

Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges. - Haoran Lu; Luyang Fang; Ruidong Zhang; Xinliang Li; Jiazhang Cai; Huimin Cheng; Lin Tang; Ziyu Liu; Zeliang Sun; Tao Wang; Yingchuan Zhang; Arif Hassan Zidan; et al. (CoRR, 2025)

Bridging Brain Connectomes and Clinical Reports for Early Alzheimer's Disease Diagnosis. - Jing Zhang 010; Xiaowei Yu; Minheng Chen; Lu Zhang 050; Tong Chen; Yan Zhuang; Chao Cao; Yanjun Lyu; Li Su; Tianming Liu 001; Dajiang Zhu (CoRR, 2025)