Hengrui Cai
8 papers · 2020–2025 · 5 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 ↓
🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Learning Types · Machine Learning
(6)
Core Methods
(4)
Optimization & Theory
(4)
Knowledge & Reasoning
(3)
Reasoning
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Clinical
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Keywords
causal inference
(5)
structural learning
(2)
continuous treatment
(2)
feature selection
(2)
causal graph
(2)
structural equation model
(1)
structure learning
(1)
off-policy evaluation
(1)
dynamic programming
(1)
knowledge boundaries
(1)
value function estimation
(1)
clinical trial design
(1)
natural language processing
(1)
spurious correlation
(1)
structural causal model
(1)
causal structure learning
(1)
hallucination mitigation
(1)
linear causal model
(1)
treatment effect estimation
(1)
causal discovery
(1)
Papers
Recognizing Limits: Investigating Infeasibility in Large Language Models
EMNLP 2025
Jump Interval-Learning for Individualized Decision Making with Continuous Treatments
JMLR 2023
On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs
ICML 2023
On Learning Necessary and Sufficient Causal Graphs
NeurIPS 2023
Towards Trustworthy Explanation: On Causal Rationalization
ICML 2023
ANOCE: Analysis of Causal Effects with Multiple Mediators via Constrained Structural Learning
ICLR 2021
Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings
NeurIPS 2021
On Validation and Planning of An Optimal Decision Rule with Application in Healthcare Studies
ICML 2020