Caizhi Tang
6 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
ICML (2)
NIPS (2)
AAAI (1)
IJCAI (1)
Top co-authors
Keywords
causal inference
(4)
heterogeneous treatment effect
(3)
unmeasured confounding
(2)
tree-based method
(2)
trajectory analysis
(1)
recommender system
(1)
observational datum
(1)
conditional average treatment effect
(1)
average treatment effect
(1)
backdoor adjustment
(1)
user behavior modeling
(1)
shrinkage estimation
(1)
intent prediction
(1)
coupon recommendation
(1)
matching bia
(1)
user intent prediction
(1)
causal tree
(1)
customer service automation
(1)
confounding entropy
(1)
intention mining
(1)
Papers
Rethinking Causal Ranking: A Balanced Perspective on Uplift Model Evaluation
ICML 2025
Backdoor Adjustment via Group Adaptation for Debiased Coupon Recommendations
AAAI 2024
FAST: a Fused and Accurate Shrinkage Tree for Heterogeneous Treatment Effects Estimation
NIPS 2023
Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding
ICML 2023
Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding
NIPS 2022
AntProphet: an Intention Mining System behind Alipay's Intelligent Customer Service Bot
IJCAI 2019