Hengrui Cai
8 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (7)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(17)
Conferences
ICML (3)
NIPS (2)
EMNLP (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
causal inference
(5)
causal graph
(2)
structural learning
(2)
feature selection
(2)
continuous treatment
(2)
treatment effect estimation
(1)
structure learning
(1)
off-policy evaluation
(1)
value function estimation
(1)
dynamic programming
(1)
clinical trial design
(1)
spurious correlation
(1)
natural language processing
(1)
hallucination mitigation
(1)
heterogeneous treatment effect
(1)
knowledge boundaries
(1)
structural causal model
(1)
causal discovery
(1)
probabilistic modeling
(1)
change point detection
(1)
Papers
Recognizing Limits: Investigating Infeasibility in Large Language Models
EMNLP 2025
On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs
ICML 2023
Towards Trustworthy Explanation: On Causal Rationalization
ICML 2023
On Learning Necessary and Sufficient Causal Graphs
NIPS 2023
Jump Interval-Learning for Individualized Decision Making with Continuous Treatments
JMLR 2023
Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings
NIPS 2021
ANOCE: Analysis of Causal Effects with Multiple Mediators via Constrained Structural Learning
ICLR 2021
On Validation and Planning of An Optimal Decision Rule with Application in Healthcare Studies
ICML 2020