Doppler Scale Estimation for Underwater Acoustic Communications Using Dual Zadoff-Chu Sequences. - Xiaowei Yu 001; Yiyin Wang; Xinping Guan (ICSPCC, 2018)

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 001; Lu Zhang 050; Dajiang Zhu (PETRA, 2021)

Longitudinal Infant Functional Connectivity Prediction via Conditional Intensive Triplet Network. - Xiaowei Yu 001; Dan Hu 004; 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 001; Dajiang Zhu; Lu Zhang 050 (PETRA, 2022)

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

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

DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4. - Zhengliang Liu; Xiaowei Yu 001; 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 001; 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 002; Haixing Dai; Xiaowei Yu 001; 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 001; 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 002; Lu Zhang 050; Junjie Yao; Zihao Wu 001; Xiaowei Yu 001; Yi Pan 001; Lin Zhao 004; Chong Ma; Xinyu Liu 001; Wei Liu 146; Xiang Li 001; et al. (CoRR, 2023)

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

Exploring the Influence of Information Entropy Change in Learning Systems. - Xiaowei Yu 001; Yao Xue; Lu Zhang 050; Li Wang 033; Tianming Liu 001; Dajiang Zhu (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 001; Yutong Zhang 019; Yi Pan 001; Peng Shu; Yanjun Lyu; Lu Zhang 050; et al. (CoRR, 2023)

InterLUDE: Interactions between Labeled and Unlabeled Data to Enhance Semi-Supervised Learning. - Zhe Huang; Xiaowei Yu 001; Dajiang Zhu; Michael C. Hughes (ICML, 2024)

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

CP-CLIP: Core-Periphery Feature Alignment CLIP for Zero-Shot Medical Image Analysis. - Xiaowei Yu 001; 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 001; Lu Zhang 050; Chao Cao; Tong Chen; Yanjun Lyu; Jing Zhang 010; Tianming Liu 001; Dajiang Zhu (MICCAI (12), 2024)

Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning. - Chong Ma; Hanqi Jiang; Wenting Chen; Yiwei Li 002; Zihao Wu 001; Xiaowei Yu 001; Zhengliang Liu; Lei Guo 002; Dajiang Zhu; Tuo Zhang; Dinggang Shen; Tianming Liu 001; et al. (NeurIPS, 2024)

Real-time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices. - Zhihao Shu; Xiaowei Yu 001; Zihao Wu 001; Wenqi Jia 003; Yinchen Shi; Miao Yin; Tianming Liu 001; Dajiang Zhu; Wei Niu 002 (NeurIPS, 2024)

Eye-gaze Guided Multi-modal Alignment Framework for Radiology. - Chong Ma; Hanqi Jiang; Wenting Chen; Zihao Wu 001; Xiaowei Yu 001; Fang Zeng; Lei Guo 002; Dajiang Zhu; Tuo Zhang; Dinggang Shen; Tianming Liu 001; Xiang Li 001 (CoRR, 2024)

Brain Dialogue Interface (BDI): A User-Friendly fMRI Model for Interactive Brain Decoding. - Heng Huang 001; Lin Zhao 004; Zihao Wu 001; Xiaowei Yu 001; Jing Zhang 010; Xintao Hu; Dajiang Zhu; Tianming Liu 001 (CoRR, 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 001; 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 019; Yifan Zhou; Shizhe Liang; Zihao Wu 001; Yanjun Lyu; Peng Shu; Xiaowei Yu 001; 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 001; Lu Zhang 050; Tianming Liu 001; Dajiang Zhu (CoRR, 2024)

Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer. - Zhenxiang Xiao; Yuzhong Chen 002; Junjie Yao; Lu Zhang 050; Zhengliang Liu; Zihao Wu 001; Xiaowei Yu 001; Yi Pan 001; Lin Zhao 004; Chong Ma; Xinyu Liu 001; Wei Liu 146; et al. (Inf. Fusion, 2024)

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

ECHOPulse: ECG Controlled Echocardio-gram Video Generation. - Yiwei Li 002; Sekeun Kim; Zihao Wu 001; Hanqi Jiang; Yi Pan 001; Pengfei Jin; Sifan Song; Yucheng Shi; Xiaowei Yu 001; Tianze Yang; Tianming Liu 001; Quanzheng Li; et al. (ICLR, 2025)

Brain-Adapter: Enhancing Neurological Disorder Analysis with Adapter-Tuning Multimodal Large Language Models. - Jing Zhang 010; Xiaowei Yu 001; 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 001; Lu Zhang 050; Tianming Liu 001; Dajiang Zhu (ISBI, 2025)

Semi-Supervised Multimodal Multi-Instance Learning for Aortic Stenosis Diagnosis. - Zhe Huang; Xiaowei Yu 001; Benjamin S. Wessler; Michael C. Hughes (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 001; 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 001; Lu Zhang 050; Chao Cao; Tong Chen; Minheng Chen; Yan Zhuang; Tianming Liu 001; Dajiang Zhu (ISBI, 2025)

A Unified Continuous Staging Framework for Alzheimer's Disease and Lewy Body Dementia via Hierarchical Anatomical Features. - Tong Chen; Minheng Chen; Jing Zhang 010; Yan Zhuang; Chao Cao; Xiaowei Yu 001; Yanjun Lyu; Lu Zhang 050; Li Su; Tianming Liu 001; Dajiang Zhu (MICCAI (3), 2025)

Core-Periphery Principle Guided State Space Model for Functional Connectome Classification. - Minheng Chen; Xiaowei Yu 001; Jing Zhang 010; Tong Chen; Chao Cao; Yan Zhuang; Yanjun Lyu; Lu Zhang 050; Tianming Liu 001; Dajiang Zhu (MICCAI (12), 2025)

Domain-Adaptive Diagnosis of Lewy Body Disease with Transferability Aware Transformer. - Xiaowei Yu 001; Jing Zhang 010; Tong Chen; Yan Zhuang; Minheng Chen; Chao Cao; Yanjun Lyu; Lu Zhang 050; Li Su; Tianming Liu 001; Dajiang Zhu (MICCAI (7), 2025)

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

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

Feature Fusion Transferability Aware Transformer for Unsupervised Domain Adaptation. - Xiaowei Yu 001; Zhe Huang; Zao Zhang (WACV, 2025)

Learning lifespan brain anatomical correspondence via cortical developmental continuity transfer. - Lu Zhang 050; Zhengwang Wu; Xiaowei Yu 001; 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)

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

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

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

Core-Periphery Multi-Modality Feature Alignment for Zero-Shot Medical Image Analysis. - Xiaowei Yu 001; Lu Zhang 050; Zihao Wu 001; Dajiang Zhu (IEEE Trans. Medical Imaging, 2025)

DCMM-Transformer: Degree-Corrected Mixed-Membership Attention for Medical Imaging. - Huimin Cheng; Xiaowei Yu 001; Shushan Wu; Luyang Fang; Chao Cao; Jing Zhang 010; Tianming Liu 001; Dajiang Zhu; Wenxuan Zhong; Ping Ma 001 (AAAI, 2026)

Triplet longitudinal masked autoencoder for predicting individualized functional connectome development during infancy. - Weiran Xia; Xin Zhang 013; Dan Hu 004; Jiale Cheng; Xiaowei Yu 001; Weiyan Yin; Zhengwang Wu; Li Wang 026; Weili Lin; Gang Li 001 (Medical Image Anal., 2026)

Knowledge distillation and dataset distillation of large language models: emerging trends, challenges, and future directions. - Luyang Fang; Xiaowei Yu 001; Jiazhang Cai; Yongkai Chen; Shushan Wu; Zhengliang Liu; Zhenyuan Yang; Haoran Lu; Xilin Gong; Yufang Liu; Terry Ma; Wei Ruan; et al. (Artif. Intell. Rev., 2026)