Caizhi Tang
6 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(11)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
causal inference
(4)
heterogeneous treatment effect
(3)
tree-based method
(2)
unmeasured confounding
(2)
trajectory analysis
(1)
evaluation metric
(1)
recommender system
(1)
observational data
(1)
natural language understanding
(1)
conditional average treatment effect
(1)
average treatment effect
(1)
backdoor adjustment
(1)
user behavior modeling
(1)
shrinkage estimation
(1)
principled uplift loss
(1)
multi-task learning
(1)
intent prediction
(1)
coupon recommendation
(1)
matching bia
(1)
counterfactual outcome
(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
Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding
ICML 2023
FAST: a Fused and Accurate Shrinkage Tree for Heterogeneous Treatment Effects Estimation
NeurIPS 2023
Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding
NeurIPS 2022
AntProphet: an Intention Mining System behind Alipay's Intelligent Customer Service Bot
IJCAI 2019