Minheng Chen

32 papers A* 1Misc 1Journal 18Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Community-Level Modeling of Gyral Folding Patterns for Robust and Anatomically Informed Individualized Brain Mapping.
CoRR
Minheng Chen, Tong Chen, Yan Zhuang, Chao Cao, Jing Zhang, Tianming Liu, Lu Zhang, Dajiang Zhu
2026 J jnl
Probability-Invariant Random Walk Learning on Gyral Folding-Based Cortical Similarity Networks for Alzheimer's and Lewy Body Dementia Diagnosis.
CoRR
Minheng Chen, Tong Chen, Chao Cao, Jing Zhang, Tianming Liu, Li Su, Dajiang Zhu
2026 J jnl
Social isolation by design: Bias in measuring core networks in Taiwan?
Soc. Networks
Minheng Chen, Yang-chih Fu, Xin Guo, Qiang Fu
2026 J jnl
SpineCLUE: Automatic vertebrae identification using contrastive learning and uncertainty estimation.
Artif. Intell. Medicine
Sheng Zhang, Hongxuan Li, Minheng Chen, Mingying Li, Miao Liu, Junxian Wu, Cheng Xue, Youyong Kong
2025 — conf
A Unified Continuous Staging Framework for Alzheimer's Disease and Lewy Body Dementia via Hierarchical Anatomical Features.
MICCAI (3)
Tong Chen, Minheng Chen, Jing Zhang, Yan Zhuang, Chao Cao, Xiaowei Yu, Yanjun Lyu, Lu Zhang, Li Su, Tianming Liu, Dajiang Zhu
2025 — conf
Brain-Adapter: Enhancing Neurological Disorder Analysis with Adapter-Tuning Multimodal Large Language Models.
ISBI
Jing Zhang, Xiaowei Yu, Yanjun Lyu, Lu Zhang, Tong Chen, Chao Cao, Yan Zhuang, Minheng Chen, Tianming Liu, Dajiang Zhu
2025 J jnl
Brain-Adapter: Enhancing Neurological Disorder Analysis with Adapter-Tuning Multimodal Large Language Models.
CoRR
Jing Zhang, Xiaowei Yu, Yanjun Lyu, Lu Zhang, Tong Chen, Chao Cao, Yan Zhuang, Minheng Chen, Tianming Liu, Dajiang Zhu
2025 — conf
BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification.
ICDM (Workshops)
Jing Zhang, Xiaowei Yu, Tong Chen, Chao Cao, Minheng Chen, Yan Zhuang, Yanjun Lyu, Lu Zhang, Li Su, Tianming Liu, Dajiang Zhu
2025 — conf
Bridging Brain Connectomes and Clinical Reports for Early Alzheimer's Disease Diagnosis.
MLMI@MICCAI
Jing Zhang, Xiaowei Yu, Minheng Chen, Lu Zhang, Tong Chen, Yan Zhuang, Chao Cao, Yanjun Lyu, Li Su, Tianming Liu, Dajiang Zhu
2025 J jnl
Bridging Brain Connectomes and Clinical Reports for Early Alzheimer's Disease Diagnosis.
CoRR
Jing Zhang, Xiaowei Yu, Minheng Chen, Lu Zhang, Tong Chen, Yan Zhuang, Chao Cao, Yanjun Lyu, Li Su, Tianming Liu, Dajiang Zhu
2025 — conf
Ca-vqvae: Cortical Folding Aware Numerical Representation of White-Matter Structure.
ISBI
Yanjun Lyu, Jing Zhang, Lu Zhang, Tong Chen, Xiaowei Yu, Minheng Chen, Yan Zhuang, Chao Cao, Tianming Liu, Dajiang Zhu
2025 — conf
Classiffication of Mild Cognitive Impairment Based on Dynamic Functional Connectivity using Spatio-Temporal Transformer.
ISBI
Jing Zhang, Yanjun Lyu, Xiaowei Yu, Lu Zhang, Chao Cao, Tong Chen, Minheng Chen, Yan Zhuang, Tianming Liu, Dajiang Zhu
2025 J jnl
Classification of Mild Cognitive Impairment Based on Dynamic Functional Connectivity Using Spatio-Temporal Transformer.
CoRR
Jing Zhang, Yanjun Lyu, Xiaowei Yu, Lu Zhang, Chao Cao, Tong Chen, Minheng Chen, Yan Zhuang, Tianming Liu, Dajiang Zhu
2025 — conf
Core-Periphery Principle Guided State Space Model for Functional Connectome Classification.
MICCAI (12)
Minheng Chen, Xiaowei Yu, Jing Zhang, Tong Chen, Chao Cao, Yan Zhuang, Yanjun Lyu, Lu Zhang, Tianming Liu, Dajiang Zhu
2025 J jnl
Core-Periphery Principle Guided State Space Model for Functional Connectome Classification.
CoRR
Minheng Chen, Xiaowei Yu, Jing Zhang, Tong Chen, Chao Cao, Yan Zhuang, Yanjun Lyu, Lu Zhang, Tianming Liu, Dajiang Zhu
2025 — conf
Domain-Adaptive Diagnosis of Lewy Body Disease with Transferability Aware Transformer.
MICCAI (7)
Xiaowei Yu, Jing Zhang, Tong Chen, Yan Zhuang, Minheng Chen, Chao Cao, Yanjun Lyu, Lu Zhang, Li Su, Tianming Liu, Dajiang Zhu
2025 J jnl
Domain-Adaptive Diagnosis of Lewy Body Disease with Transferability Aware Transformer.
CoRR
Xiaowei Yu, Jing Zhang, Tong Chen, Yan Zhuang, Minheng Chen, Chao Cao, Yanjun Lyu, Lu Zhang, Li Su, Tianming Liu, Dajiang Zhu
2025 — conf
GyralNet Subnetwork Partitioning via Differentiable Spectral Modularity Optimization.
MLMI@MICCAI
Yan Zhuang, Minheng Chen, Chao Cao, Tong Chen, Jing Zhang, Xiaowei Yu, Yanjun Lyu, Lu Zhang, Tianming Liu, Dajiang Zhu
2025 J jnl
GyralNet Subnetwork Partitioning via Differentiable Spectral Modularity Optimization.
CoRR
Yan Zhuang, Minheng Chen, Chao Cao, Tong Chen, Jing Zhang, Xiaowei Yu, Yanjun Lyu, Lu Zhang, Tianming Liu, Dajiang Zhu
2025 J jnl
Intraoperative 2D/3D Registration via Spherical Similarity Learning and Inference-Time Differentiable Levenberg-Marquardt Optimization.
CoRR
Minheng Chen, Youyong Kong
2025 — conf
Introducing Learning Rate Adaptation CMA-ES into Rigid Intraoperative 2D/3D Registration for Spinal Surgery.
ISBI
Minheng Chen, Zhirun Zhang
2025 A* conf
Learning Heterogeneous Tissues with Mixture of Experts for Gigapixel Whole Slide Images.
CVPR
Junxian Wu, Minheng Chen, Xinyi Ke, Tianwang Xun, Xiaoming Jiang, Hongyu Zhou, Lizhi Shao, Youyong Kong
2025 — conf
Using Structural Similarity and Kolmogorov-Arnold Networks for Anatomical Embedding of Cortical Folding Patterns.
ISBI
Minheng Chen, Chao Cao, Tong Chen, Yan Zhuang, Jing Zhang, Yanjun Lyu, Xiaowei Yu, Lu Zhang, Tianming Liu, Dajiang Zhu
2024 J jnl
An Optimization-based Baseline for Rigid 2D/3D Registration Applied to Spine Surgical Navigation Using CMA-ES.
CoRR
Minheng Chen, Tonglong Li, Zhirun Zhang, Youyong Kong
2024 Misc conf
Embedded Feature Similarity Optimization with Specific Parameter Initialization for 2D/3D Medical Image Registration.
ICASSP
Minheng Chen, Zhirun Zhang, Shuheng Gu, Youyong Kong
2024 J jnl
Evaluation of OpenAI o1: Opportunities and Challenges of AGI.
CoRR
Tianyang Zhong, Zhengliang Liu, Yi Pan, Yutong Zhang, Yifan Zhou, Shizhe Liang, Zihao Wu, Yanjun Lyu, Peng Shu, Xiaowei Yu, Chao Cao, Hanqi Jiang, Hanxu Chen, Yiwei Li, Junhao Chen, Huawen Hu, Yihen Liu, Huaqin Zhao, Shaochen Xu, Haixing Dai, Lin Zhao, Ruidong Zhang, Wei Zhao, Zhenyuan Yang, Jingyuan Chen, Peilong Wang, Wei Ruan, Hui Wang, Huan Zhao, Jing Zhang, Yiming Ren, Shihuan Qin, Tong Chen, Jiaxi Li, Arif Hassan Zidan, Afrar Jahin, Minheng Chen, Sichen Xia, Jason Holmes, Yan Zhuang, Jiaqi Wang, Bochen Xu, Weiran Xia, Jichao Yu, Kaibo Tang, Yaxuan Yang, Bolun Sun, Tao Yang, Guoyu Lu, Xianqiao Wang, Lilong Chai, He Li, Jin Lu, Lichao Sun, Xin Zhang, Bao Ge, Xintao Hu, Lian Zhang, Hua Zhou, Lu Zhang, Shu Zhang, Ninghao Liu, Bei Jiang, Linglong Kong, Zhen Xiang, Yudan Ren, Jun Liu, Xi Jiang, Yu Bao, Wei Zhang, Xiang Li, Gang Li, Wei Liu, Dinggang Shen, Andrea Sikora, Xiaoming Zhai, Dajiang Zhu, Tianming Liu
2024 — conf
Fully Differentiable Correlation-Driven 2D/3D Registration for X-Ray to CT Image Fusion.
ISBI
Minheng Chen, Zhirun Zhang, Shuheng Gu, Zhangyang Ge, Youyong Kong
2024 J jnl
Fully Differentiable Correlation-driven 2D/3D Registration for X-ray to CT Image Fusion.
CoRR
Minheng Chen, Zhirun Zhang, Shuheng Gu, Zhangyang Ge, Youyong Kong
2024 J jnl
GP-GPT: Large Language Model for Gene-Phenotype Mapping.
CoRR
Yanjun Lyu, Zihao Wu, Lu Zhang, Jing Zhang, Yiwei Li, Wei Ruan, Zhengliang Liu, Xiaowei Yu, Chao Cao, Tong Chen, Minheng Chen, Yan Zhuang, Xiang Li, Rongjie Liu, Chao Huang, Wentao Li, Tianming Liu, Dajiang Zhu
2024 J jnl
SpineCLUE: Automatic Vertebrae Identification Using Contrastive Learning and Uncertainty Estimation.
CoRR
Sheng Zhang, Minheng Chen, Junxian Wu, Ziyue Zhang, Tonglong Li, Cheng Xue, Youyong Kong
2024 J jnl
Using Structural Similarity and Kolmogorov-Arnold Networks for Anatomical Embedding of 3-hinge Gyrus.
CoRR
Minheng Chen, Chao Cao, Tong Chen, Yan Zhuang, Jing Zhang, Yanjun Lyu, Xiaowei Yu, Lu Zhang, Tianming Liu, Dajiang Zhu
2023 J jnl
Embedded Feature Similarity Optimization with Specific Parameter Initialization for 2D/3D Registration.
CoRR
Minheng Chen, Zhirun Zhang, Shuheng Gu, Youyong Kong