Yuewen Sun
6 papers · 2022–2025 · 4 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· Silver
πΊοΈ
Taxonomy Completionist
(14)
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Grand Slam
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Learning Types
(3)
Knowledge & Reasoning
(2)
Core Methods
(2)
Reasoning
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Learning Paradigms
(1)
Mathematics
(1)
Methods
(1)
Keywords
latent variable
(3)
reinforcement learning
(1)
causal discovery
(1)
data augmentation
(1)
multimodal learning
(1)
markov decision process
(1)
causal structure
(1)
parameter identifiability
(1)
graphical model
(1)
state transition
(1)
variational autoencoder
(1)
causal representation learning
(1)
linear causal model
(1)
latent factor
(1)
identifiability guarantee
(1)
biomedical data
(1)
identifiability theory
(1)
causal representation
(1)
nonlinear mixture
(1)
counterfactual estimation
(1)
Papers
Causal Representation Learning from Multimodal Biomedical Observations
ICLR 2025
ACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation
AAAI 2024
CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process
ICML 2024
Identifying Latent State-Transition Processes for Individualized Reinforcement Learning
NeurIPS 2024
On the Parameter Identifiability of Partially Observed Linear Causal Models
NeurIPS 2024
Learning Temporally Causal Latent Processes from General Temporal Data
ICLR 2022