Tingting Dan
12 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Diamond π€ Dynamic Duo (11)
π€
Dynamic Duo
(11)
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Grand Slam
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Prolific Year Β· Productive
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Century Club Β· Bronze
π
Conference Pioneer
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Renaissance Researcher
(7)
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Architectures
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Core AI
(2)
Models
(2)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications
(1)
Keywords
graph neural network
(2)
functional neuroimaging
(2)
multi-task learning
(1)
ordinal regression
(1)
brain connectivity
(1)
graph representation learning
(1)
machine learning
(1)
neuroimaging analysis
(1)
structural connectivity
(1)
disease progression
(1)
graph diffusion
(1)
riemannian manifold
(1)
diffusion model
(1)
physics-informed neural network
(1)
foundation model
(1)
generative adversarial network
(1)
classification model
(1)
brain connectome
(1)
kuramoto model
(1)
mortality prediction
(1)
Papers
Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape
AAAI 2026
SyncBrain: Exploring Brain Functional Dynamics Through Neural Oscillatory Synchronization
AAAI 2026
Brain-Environment Cross-Attention (BECA) Meta-Matching: A New Perspective of Brain Connectome Zero-Shot Learning
MICCAI 2025
Conditional Diffusion with Ordinal Regression: Longitudinal Data Generation for Neurodegenerative Disease Studies
ICLR 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
Exploring the Enigma of Neural Dynamics Through A Scattering-Transform Mixer Landscape for Riemannian Manifold
ICML 2024
Representing Functional Connectivity with Structural Detour: A New Perspective to Decipher Structure-Function Coupling Mechanism
MICCAI 2024
Uncovering Cortical Pathways of Prion-like Pathology Spreading in Alzheimerβs Disease by Neural Optimal Mass Transport
MICCAI 2024
Understanding Brain Dynamics Through Neural Koopman Operator with Structure-Function Coupling
MICCAI 2024
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals
NeurIPS 2023
Savable but Lost Lives when ICU Is Overloaded: a Model from 733 Patients in Epicenter Wuhan, China
AAAI 2021