Chunchen Liu
7 papers · 2015–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (10) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICML (5)
AAAI (1)
JMLR (1)
Top co-authors
Keywords
model selection
(1)
bayesian inference
(1)
matrix factorization
(1)
causal structure learning
(1)
relational model
(1)
stochastic variational inference
(1)
structural equation model
(1)
causal effect
(1)
essential graph
(1)
conditional independence test
(1)
directed acyclic graph
(1)
mixed-type datum
(1)
causal network
(1)
direct effect
(1)
total effect
(1)
local structural learning
(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