Zijian Guo
8 papers · 2016–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (9) π Cross-Pollinator (9)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(16)
π£
Hot Topic Early Bird
Conferences
ICML (3)
JMLR (3)
ICLR (2)
Top co-authors
Keywords
high-dimensional inference
(2)
safe reinforcement learning
(2)
electronic health record
(2)
statistical inference
(1)
policy optimization
(1)
variational inference
(1)
logistic regression
(1)
adversarial training
(1)
robust reinforcement learning
(1)
hypothesis testing
(1)
constraint satisfaction
(1)
bias correction
(1)
off-policy learning
(1)
multi-objective optimization
(1)
causal effect
(1)
surrogate model
(1)
confidence interval
(1)
decision transformer
(1)
instrumental variable
(1)
risk prediction
(1)
Papers
Constraint-Conditioned Actor-Critic for Offline Safe Reinforcement Learning
ICLR 2025
Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning
ICML 2024
Constrained Decision Transformer for Offline Safe Reinforcement Learning
ICML 2023
Surrogate Assisted Semi-supervised Inference for High Dimensional Risk Prediction
JMLR 2023
Towards Robust and Safe Reinforcement Learning with Benign Off-policy Data
ICML 2023
On the Robustness of Safe Reinforcement Learning under Observational Perturbations
ICLR 2023
Inference for the Case Probability in High-dimensional Logistic Regression
JMLR 2021
Control Function Instrumental Variable Estimation of Nonlinear Causal Effect Models
JMLR 2016