Jiaqi Ding
6 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Diamond
πΊοΈ
Taxonomy Completionist
(15)
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Conference Pioneer
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Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Architectures
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Core AI
(2)
Research
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Applications Β· Data Science & Analytics
(1)
Applications Β· Computer Science
(1)
Models
(1)
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
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes
NeurIPS 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
NeurIPS 2023