Ziquan Wei

PhD student @ UNC_CS, ACMLab

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372B Medical School Wing D

336 Emergency Room Dr

Chapel Hill, NC 27514

About me

👋 I’m Ziquan Wei (魏梓泉 in Chinese). A researcher and PhD student supervised by Dr. Guorong Wu at UNC-Chapel Hill. I’m meanwhile the 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.

Research interests

  • Graph machine learning
  • Brain modeling and decoding
  • Medical imaging data analysis

Education & Experience

2023 - Present PhD in Computer Science at UNC CS, Chapel Hill
2022 - 2023 Pre-doc Fellow Trainee at UNC ACMLab, Chapel Hill
2019 - 2022 Master in Biomedical Engineering at HUST, Wuhan
2015 - 2019 Bachelor in Computer Science at YNNU, Kunming

Find CV.pdf here.

news

Oct 10, 2024 ⭐ Our paper has been accepted by PNAS [arXiv]
Sep 25, 2024 ⭐ Two of our papers have been accepted by NeurIPS! [Poster PDF] [Workshop PDF]
Jun 17, 2024 ⭐ Two of our papers have been accepted by MICCAI! [PDFs]
May 01, 2024 ⭐ Our paper has been accepted by ICML! [PDF]

selected publications

  1. NeurIPS
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    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, 2024
  2. NeurIPS
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    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, 2024
  3. MICCAI
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    Representing Functional Connectivity with Structural Detour: A New Perspective to Decipher Structure-Function Coupling Mechanism
    Ziquan Wei, Tingting Dan, Jiaqi Ding, Paul Laurienti, and 1 more author
    In proceedings of Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, Oct 2024
  4. MICCAI
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    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 (MICCAI), Oct 2023
  5. ICCV
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    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
  6. RS
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    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
    Remote Sensing, Oct 2017