Yuewen Sun
6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Renaissance Researcher (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (10)
π§
Keyword Pioneer
π
Grand Slam
Conferences
ICLR (2)
NIPS (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
reinforcement learning
(1)
data augmentation
(1)
markov decision process
(1)
causal structure
(1)
parameter identifiability
(1)
graphical model
(1)
state transition
(1)
latent variable
(1)
linear causal model
(1)
latent factor
(1)
counterfactual estimation
(1)
causal structure recovery
(1)
partially observed datum
(1)
likelihood-based estimation
(1)
individualized policy
(1)
Papers
Causal Representation Learning from Multimodal Biomedical Observations
ICLR 2025
On the Parameter Identifiability of Partially Observed Linear Causal Models
NIPS 2024
Identifying Latent State-Transition Processes for Individualized Reinforcement Learning
NIPS 2024
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
Learning Temporally Causal Latent Processes from General Temporal Data
ICLR 2022