Zijian Guo
9 papers · 2016–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π§¬
Topic Evolution
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Keywords
high-dimensional inference
(3)
safe reinforcement learning
(3)
offline safe reinforcement learning
(2)
confidence interval
(2)
hypothesis testing
(2)
safety constraint
(2)
electronic health record
(2)
logistic regression
(1)
variational inference
(1)
offline reinforcement learning
(1)
constraint satisfaction
(1)
bias correction
(1)
off-policy learning
(1)
multi-objective optimization
(1)
robust reinforcement learning
(1)
policy optimization
(1)
causal effect
(1)
additive model
(1)
surrogate model
(1)
adversarial training
(1)
Papers
Decorrelated Local Linear Estimator: Inference for Non-linear Effects in High-dimensional Additive Models
JMLR 2026
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
On the Robustness of Safe Reinforcement Learning under Observational Perturbations
ICLR 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
Inference for the Case Probability in High-dimensional Logistic Regression
JMLR 2021
Control Function Instrumental Variable Estimation of Nonlinear Causal Effect Models
JMLR 2016