Ziquan Wei
8 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (16) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (14)
π
Renaissance Researcher
(8)
π
Grand Slam
π
Conference Pioneer
Conferences
MICCAI (3)
NIPS (2)
AAAI (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
graph neural network
(2)
transformer architecture
(1)
multi-task learning
(1)
brain connectivity
(1)
graph representation learning
(1)
functional neuroimaging
(1)
neuroimaging analysis
(1)
structural connectivity
(1)
graph diffusion
(1)
foundation model
(1)
generative adversarial network
(1)
brain connectome
(1)
variational analysis
(1)
disease diagnosis
(1)
functional connectivity
(1)
brain-environment interaction
(1)
Papers
Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape
AAAI 2026
Conditional Diffusion with Ordinal Regression: Longitudinal Data Generation for Neurodegenerative Disease Studies
ICLR 2025
Brain-Environment Cross-Attention (BECA) Meta-Matching: A New Perspective of Brain Connectome Zero-Shot Learning
MICCAI 2025
Representing Functional Connectivity with Structural Detour: A New Perspective to Decipher Structure-Function Coupling Mechanism
MICCAI 2024
A Wasserstein Recipe for Replicable Machine Learning on Functional Neuroimages
MICCAI 2024
$\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes
NIPS 2024
Exploring the Enigma of Neural Dynamics Through A Scattering-Transform Mixer Landscape for Riemannian Manifold
ICML 2024
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals
NIPS 2023