Jiaqi Ding
6 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (16) π Cross-Pollinator (14)
π
Renaissance Researcher
(8)
π
Conference Pioneer
Conferences
AAAI (2)
MICCAI (2)
NIPS (2)
Top co-authors
Keywords
graph neural network
(3)
functional connectivity
(2)
transformer architecture
(1)
brain connectivity
(1)
graph representation learning
(1)
functional neuroimaging
(1)
neuroimaging analysis
(1)
structural connectivity
(1)
graph diffusion
(1)
physics-informed neural network
(1)
generative adversarial network
(1)
mixture of expert
(1)
brain connectome
(1)
kuramoto model
(1)
variational analysis
(1)
brain network
(1)
adaptive attention
(1)
activation pathway
(1)
oscillatory synchronization
(1)
cognitive state decoding
(1)
Papers
SyncBrain: Exploring Brain Functional Dynamics Through Neural Oscillatory Synchronization
AAAI 2026
BrainMAP: Learning Multiple Activation Pathways in Brain Networks
AAAI 2025
$\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes
NIPS 2024
A Wasserstein Recipe for Replicable Machine Learning on Functional Neuroimages
MICCAI 2024
Representing Functional Connectivity with Structural Detour: A New Perspective to Decipher Structure-Function Coupling Mechanism
MICCAI 2024
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals
NIPS 2023