Ziquan Wei
Orcid: 0000-0001-6553-4482
According to our database1,
Ziquan Wei authored at least 24 papers
between 2017 and 2026.
Collaborative distances:
Collaborative distances:
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Bibliography
2026
Marrying Generative Model of Healthcare Events with Digital Twin of Social Determinants of Health for Disease Reasoning.
CoRR, May, 2026
Scanning the Horizon of Replicability in Neuroscience: A Recipe of Developing Replicable Deep Models for Functional Neuroimages.
IEEE Trans. Biomed. Eng., January, 2026
NeuroDetour: A neural pathway transformer for uncovering structural-functional coupling mechanisms in human connectome.
Medical Image Anal., 2026
Machine learning on dynamic functional connectivity: Promise, pitfalls, and interpretations.
Inf. Sci., 2026
Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026
Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026
2025
Brain-Environment Cross-Attention (BECA) Meta-matching: A New Perspective of Brain Connectome Zero-Shot Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025
Conditional Diffusion with Ordinal Regression: Longitudinal Data Generation for Neurodegenerative Disease Studies.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
2024
Machine Learning on Dynamic Functional Connectivity: Promise, Pitfalls, and Interpretations.
CoRR, 2024
Message Detouring: A Simple Yet Effective Cycle Representation for Expressive Graph Learning.
CoRR, 2024
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024
Representing Functional Connectivity with Structural Detour: A New Perspective to Decipher Structure-Function Coupling Mechanism.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Exploring the Enigma of Neural Dynamics Through A Scattering-Transform Mixer Landscape for Riemannian Manifold.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
A General Stitching Solution for Whole-Brain 3D Nuclei Instance Segmentation from Microscopy Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
High Throughput Deep Model of 3D Nucleus Instance Segmentation by Stereo Stitching Contextual Gaps.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Cervical Glandular Cell Detection from Whole Slide Image with Out-Of-Distribution Data.
CoRR, 2022
2021
An Efficient Cervical Whole Slide Image Analysis Framework Based on Multi-scale Semantic and Spatial Features using Deep Learning.
CoRR, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
2019
Non-Rigid Image Registration With Dynamic Gaussian Component Density and Space Curvature Preservation.
IEEE Trans. Image Process., 2019
2018
Non-rigid point set registration using dual-feature finite mixture model and global-local structural preservation.
Pattern Recognit., 2018
2017
A Small UAV Based Multi-Temporal Image Registration for Dynamic Agricultural Terrace Monitoring.
Remote. Sens., 2017