Ian Tong Pan
3 papers · 2022–2025 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Venues
Research topics
Keywords
unsupervised learning
(1)
stochastic optimization
(1)
dimensionality reduction
(1)
stochastic gradient descent
(1)
algorithmic fairness
(1)
principal component analysis
(1)
self-supervised learning
(1)
neural network optimization
(1)
machine learning fairness
(1)
maximum mean discrepancy
(1)
layer-wise analysis
(1)
deep neural network
(1)
molecular representation learning
(1)
adaptive method
(1)
fair representation learning
(1)
graph neural network
(1)
3d molecular structure
(1)
molecular topology
(1)
adaptive optimization method
(1)
generalization behavior
(1)
Papers
Enhancing Molecular Representation Learning Through the Combination of 3D and 2D Graph Machine Learning (Student Abstract)
AAAI 2025
Fair Representation Learning with Maximum Mean Discrepancy Distance Constraint (Student Abstract)
AAAI 2024
Understanding Stochastic Optimization Behavior at the Layer Update Level (Student Abstract)
AAAI 2022