Zhuangyan Fang
5 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Research topics
Keywords
causal inference
(2)
causal discovery
(2)
causal effect estimation
(1)
graphical model
(1)
causal effect
(1)
essential graph
(1)
causal effect identification
(1)
structural causal model
(1)
directed acyclic graph
(1)
observational data
(1)
counterfactual fairness
(1)
causal graph
(1)
causal relation
(1)
principal stratification
(1)
causal network
(1)
backdoor adjustment
(1)
markov equivalence class
(1)
background knowledge
(1)
partial directed acyclic graph
(1)
protected attribute
(1)
Papers
Fairness on Principal Stratum: A New Perspective on Counterfactual Fairness
ICML 2025
On the Representation of Pairwise Causal Background Knowledge and Its Applications in Causal Inference
JMLR 2025
Collapsible IDA: Collapsing Parental Sets for Locally Estimating Possible Causal Effects
UAI 2020
IDA with Background Knowledge
UAI 2020
Local Causal Network Learning for Finding Pairs of Total and Direct Effects
JMLR 2020