Chunchen Liu
7 papers · 2015–2025 · 3 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
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Half
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Research topics
Keywords
latent variable
(2)
bayesian inference
(1)
matrix factorization
(1)
policy learning
(1)
causal structure learning
(1)
causal sufficiency
(1)
identifiability
(1)
relational model
(1)
stochastic variational inference
(1)
regret
(1)
structural equation model
(1)
causal effect
(1)
essential graph
(1)
conditional independence test
(1)
directed acyclic graph
(1)
observational data
(1)
causal relation
(1)
mixed-type data
(1)
causal network
(1)
long-term reward
(1)
Papers
Causal Attribution Analysis for Continuous Outcomes
ICML 2025
Local Identifying Causal Relations in the Presence of Latent Variables
ICML 2025
Local Causal Structure Learning in the Presence of Latent Variables
ICML 2024
Policy Learning for Balancing Short-Term and Long-Term Rewards
ICML 2024
A Hybrid Causal Structure Learning Algorithm for Mixed-Type Data
AAAI 2022
Local Causal Network Learning for Finding Pairs of Total and Direct Effects
JMLR 2020
Scalable Model Selection for Large-Scale Factorial Relational Models
ICML 2015