Ziquan Wei

25 papers A* 5Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2026 A* conf
Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape.
AAAI
Ziquan Wei, Tingting Dan, Guorong Wu
2026 J jnl
Machine learning on dynamic functional connectivity: Promise, pitfalls, and interpretations.
Inf. Sci.
Jiaqi Ding, Tingting Dan, Ziquan Wei, Paul J. Laurienti, Guorong Wu
2026 J jnl
NeuroDetour: A neural pathway transformer for uncovering structural-functional coupling mechanisms in human connectome.
Medical Image Anal.
Ziquan Wei, Tingting Dan, Jiaqi Ding, Paul J. Laurienti, Guorong Wu
2026 J jnl
Scanning the Horizon of Replicability in Neuroscience: A Recipe of Developing Replicable Deep Models for Functional Neuroimages.
IEEE Trans. Biomed. Eng.
Jiaqi Ding, Tingting Dan, Ziquan Wei, Paul J. Laurienti, Guorong Wu
2025 — conf
Brain-Environment Cross-Attention (BECA) Meta-matching: A New Perspective of Brain Connectome Zero-Shot Learning.
MICCAI (12)
Ziquan Wei, Tingting Dan, Guorong Wu
2025 A* conf
Conditional Diffusion with Ordinal Regression: Longitudinal Data Generation for Neurodegenerative Disease Studies.
ICLR
Hyuna Cho, Ziquan Wei, Seungjoo Lee, Tingting Dan, Guorong Wu, Won Hwa Kim
2025 J jnl
Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape.
CoRR
Ziquan Wei, Tingting Dan, Guorong Wu
2024 — conf
A Wasserstein Recipe for Replicable Machine Learning on Functional Neuroimages.
MICCAI (2)
Jiaqi Ding, Tingting Dan, Ziquan Wei, Paul J. Laurienti, Guorong Wu
2024 A* conf
Exploring the Enigma of Neural Dynamics Through A Scattering-Transform Mixer Landscape for Riemannian Manifold.
ICML
Tingting Dan, Ziquan Wei, Won Hwa Kim, Guorong Wu
2024 J jnl
Machine Learning on Dynamic Functional Connectivity: Promise, Pitfalls, and Interpretations.
CoRR
Jiaqi Ding, Tingting Dan, Ziquan Wei, Hyuna Cho, Paul J. Laurienti, Won Hwa Kim, Guorong Wu
2024 J jnl
Message Detouring: A Simple Yet Effective Cycle Representation for Expressive Graph Learning.
CoRR
Ziquan Wei, Tingting Dan, Guorong Wu
2024 A* conf
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes.
NeurIPS
Ziquan Wei, Tingting Dan, Jiaqi Ding, Guorong Wu
2024 J jnl
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes.
CoRR
Ziquan Wei, Tingting Dan, Jiaqi Ding, Guorong Wu
2024 — conf
Representing Functional Connectivity with Structural Detour: A New Perspective to Decipher Structure-Function Coupling Mechanism.
MICCAI (2)
Ziquan Wei, Tingting Dan, Jiaqi Ding, Paul J. Laurienti, Guorong Wu
2023 — conf
A General Stitching Solution for Whole-Brain 3D Nuclei Instance Segmentation from Microscopy Images.
MICCAI (4)
Ziquan Wei, Tingting Dan, Jiaqi Ding, Mustafa Dere, Guorong Wu
2023 — conf
High Throughput Deep Model of 3D Nucleus Instance Segmentation by Stereo Stitching Contextual Gaps.
ISBI
Ziquan Wei, Tingting Dan, Jiaqi Ding, Carolyn M. McCormick, Felix A. Kyere, Minjeong Kim, David Borland, Jason L. Stein, Guorong Wu
2023 A* conf
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals.
NeurIPS
Tingting Dan, Jiaqi Ding, Ziquan Wei, Shahar Z. Kovalsky, Minjeong Kim, Won Hwa Kim, Guorong Wu
2023 J jnl
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals.
CoRR
Tingting Dan, Jiaqi Ding, Ziquan Wei, Shahar Z. Kovalsky, Minjeong Kim, Won Hwa Kim, Guorong Wu
2022 J jnl
Cervical Glandular Cell Detection from Whole Slide Image with Out-Of-Distribution Data.
CoRR
Ziquan Wei, Shenghua Cheng, Xiuli Liu, Shaoqun Zeng
2021 J jnl
An Efficient Cervical Whole Slide Image Analysis Framework Based on Multi-scale Semantic and Spatial Features using Deep Learning.
CoRR
Ziquan Wei, Shenghua Cheng, Xiuli Liu, Shaoqun Zeng
2021 J jnl
Audio-visual Attentive Fusion for Continuous Emotion Recognition.
CoRR
Su Zhang, Yi Ding, Ziquan Wei, Cuntai Guan
2021 — conf
Continuous Emotion Recognition with Audio-visual Leader-follower Attentive Fusion.
ICCVW
Su Zhang, Yi Ding, Ziquan Wei, Cuntai Guan
2019 J jnl
Non-Rigid Image Registration With Dynamic Gaussian Component Density and Space Curvature Preservation.
IEEE Trans. Image Process.
Zhuoqian Yang, Yang Yang, Kun Yang, Ziquan Wei
2018 J jnl
Non-rigid point set registration using dual-feature finite mixture model and global-local structural preservation.
Pattern Recognit.
Su Zhang, Kun Yang, Yang Yang, Yi Luo, Ziquan Wei
2017 J jnl
A Small UAV Based Multi-Temporal Image Registration for Dynamic Agricultural Terrace Monitoring.
Remote. Sens.
Ziquan Wei, Yifeng Han, Mengya Li, Kun Yang, Yang Yang, Yi Luo, Sim Heng Ong