👋 I’m Ziquan Wei (魏梓泉 in Chinese). A researcher and PhD candidate supervised by Dr. Guorong Wu at UNC-Chapel Hill. I’m meanwhile the linux system administrator at ACMLab. Previously, I obtained a Master’s degree supervised by Prof. Shaoqun Zeng and a Bachelor’s degree supervised by Prof. Yang Yang.
@article{wei2026marrying,title={Marrying Generative Model of Healthcare Events with Digital Twin of Social Determinants of Health for Disease Reasoning},author={Wei, Ziquan and Dan, Tingting and Wu, Guorong},journal={arXiv preprint arXiv:2605.09771},year={2026},}
MedIA
NeuroDetour: A Neural Pathway Transformer for Uncovering Structural-Functional Coupling Mechanisms in Human Connectome
Ziquan Wei, Tingting Dan, Jiaqi Ding, Paul J Laurienti, and 1 more author
@article{wei2026neurodetour,dimensions={true},title={Neuro{D}etour: A Neural Pathway Transformer for Uncovering Structural-Functional Coupling Mechanisms in Human Connectome},author={Wei, Ziquan and Dan, Tingting and Ding, Jiaqi and Laurienti, Paul J and Wu, Guorong},journal={Medical Image Analysis},pages={103931},year={2026},issn={1361-8415},doi={https://doi.org/10.1016/j.media.2025.103931},url={https://www.sciencedirect.com/science/article/pii/S1361841525004773},publisher={Elsevier},}
AR BME
Teravoxel Microscopy Image Analysis for Neurological Diseases
@inproceedings{wei2025large,dimensions={true},title={Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape},author={Wei, Ziquan and Dan, Tingting and Wu, Guorong},booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},year={2026},publisher={AAAI},doi={},url={https://arxiv.org/abs/2510.18910},}
NeurIPS
BrainMoE: Cognition Joint Embedding via Mixture-of-Expert Towards Robust Brain Foundation Model
Ziquan Wei, Tingting Dan, Tianlong Chen, and Guorong Wu
In The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025
@inproceedings{wei2025brainmoe,dimensions={true},title={BrainMoE: Cognition Joint Embedding via Mixture-of-Expert Towards Robust Brain Foundation Model},author={Wei, Ziquan and Dan, Tingting and Chen, Tianlong and Wu, Guorong},booktitle={The Thirty-ninth Annual Conference on Neural Information Processing Systems},year={2025},publisher={NeurIPS},doi={},url={https://neurips.cc/virtual/2025/poster/120350},}
MICCAI
Brain-Environment Cross-Attention (BECA) Meta-Matching: A New Perspective of Brain Connectome Zero-Shot Learning
Ziquan Wei, Tingting Dan, and Guorong Wu
In proceedings of Medical Image Computing and Computer Assisted Intervention – MICCAI 2025, Sep 2025
@inproceedings{wei2025beca,dimensions={true},author={Wei, Ziquan and Dan, Tingting and Wu, Guorong},title={ { Brain-Environment Cross-Attention (BECA) Meta-Matching: A New Perspective of Brain Connectome Zero-Shot Learning } },booktitle={proceedings of Medical Image Computing and Computer Assisted Intervention -- MICCAI 2025},year={2025},publisher={Springer Nature Switzerland},volume={LNCS 15971},month=sep,page={140 -- 149},url={https://papers.miccai.org/miccai-2025/0112-Paper2086.html},}
NeurIPS
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes
Ziquan Wei, Tingting Dan, Jiaqi Ding, and Guorong Wu
In The Thirty-eighth Annual Conference on Neural Information Processing Systems, Sep 2024
@inproceedings{wei2024neuropath,dimensions={true},title={NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes},author={Wei, Ziquan and Dan, Tingting and Ding, Jiaqi and Wu, Guorong},booktitle={The Thirty-eighth Annual Conference on Neural Information Processing Systems},year={2024},publisher={NeurIPS},doi={10.48550/arxiv.2409.17510},url={https://openreview.net/forum?id=AvBuK8Ezrg},}
NeurIPSW
Non-local Exchange: Introduce Non-locality via Graph Re-wiring to Graph Neural Networks
Ziquan Wei, and Guorong Wu
In NeurIPS 2024 Workshop on Behavioral Machine Learning, Sep 2024
@inproceedings{wei2024representing,dimensions={true},author={Wei, Ziquan and Dan, Tingting and Ding, Jiaqi and Laurienti, Paul and Wu, Guorong},title={ Representing Functional Connectivity with Structural Detour: A New Perspective to Decipher Structure-Function Coupling Mechanism },booktitle={proceedings of Medical Image Computing and Computer Assisted Intervention -- MICCAI 2024},year={2024},publisher={MICCAI},volume={LNCS 15002},month=oct,doi={10.1007/978-3-031-72069-7_35},url_link={https://papers.miccai.org/miccai-2024/649-Paper1549.html},page={pending},}
MICCAI
A General Stitching Solution for Whole-Brain 3D Nuclei Instance Segmentation from Microscopy Images
Ziquan Wei, Tingting Dan, Jiaqi Ding, Mustafa Dere, and 1 more author
In International Conference on Medical Image Computing and Computer-Assisted Intervention (Early accept – 14%), Oct 2023
@inproceedings{wei2023general,dimensions={true},title={A General Stitching Solution for Whole-Brain 3D Nuclei Instance Segmentation from Microscopy Images},author={Wei, Ziquan and Dan, Tingting and Ding, Jiaqi and Dere, Mustafa and Wu, Guorong},booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention <span style="color:red; font-weight: bold;">(Early accept -- 14\%)</span>},pages={46--55},year={2023},publisher={MICCAI},doi={10.1007/978-3-031-43901-8_5},url_link={https://www.researchgate.net/publication/374344012_A_General_Stitching_Solution_for_Whole-Brain_3D_Nuclei_Instance_Segmentation_from_Microscopy_Images},organization={Springer Nature Switzerland Cham},}
ICCVW
Continuous emotion recognition with audio-visual leader-follower attentive fusion
Su Zhang*, Yi Ding*, Ziquan Wei*, and Cuntai Guan
In Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, Oct 2021
@inproceedings{zhang2021continuous,dimensions={true},title={Continuous emotion recognition with audio-visual leader-follower attentive fusion},author={Zhang, Su and Ding, Yi and Wei, Ziquan and Guan, Cuntai},booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops},pages={3567--3574},publisher={ICCVW},doi={10.1109/iccvw54120.2021.00397},year={2021},}
RS
A small UAV based multi-temporal image registration for dynamic agricultural terrace monitoring
Ziquan Wei, Yifeng Han, Mengya Li, Kun Yang, and 3 more authors
@article{wei2017small,dimensions={true},title={A small UAV based multi-temporal image registration for dynamic agricultural terrace monitoring},author={Wei, Ziquan and Han, Yifeng and Li, Mengya and Yang, Kun and Yang, Yang and Luo, Yi and Ong, Sim-Heng},journal={Remote Sensing},volume={9},number={9},pages={904},year={2017},publisher={MDPI},doi={10.3390/rs9090904},}