Shunxing Fan
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Research topics
Artificial Intelligence
(3)
Core AI
(3)
Knowledge & Reasoning
(2)
Machine Learning
(2)
Reasoning
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Types
(1)
Models
(1)
Optimization
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
unsupervised learning
(1)
stochastic optimization
(1)
domain adaptation
(1)
causal discovery
(1)
trajectory prediction
(1)
gaussian process
(1)
monte carlo sampling
(1)
bayesian optimization
(1)
conditional independence
(1)
stochastic model
(1)
acquisition function
(1)
variational autoencoder
(1)
generative adversarial network
(1)
causal relation
(1)
type i error
(1)
disentangled representation learning
(1)
partial correlation test
(1)
sparse mixing
(1)
discretization
(1)
functional consistency
(1)
Papers
Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
ICML 2025
Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning
ICLR 2025
On the Recoverability of Causal Relations from Temporally Aggregated I.I.D. Data
ICML 2024
Unsupervised Sampling Promoting for Stochastic Human Trajectory Prediction
CVPR 2023