Simon Ferreira
4 papers · 2024–2026 · 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
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
summary causal graph
(3)
causal inference
(2)
conditional independence
(1)
hidden confounding
(1)
structural causal model
(1)
directed acyclic graph
(1)
causal graph
(1)
causal adjustment
(1)
direct causal effect
(1)
consistency score
(1)
large language model
(1)
direct effect
(1)
causal order
(1)
latent confounding
(1)
macro causal effect
(1)
average controlled direct effect
(1)
average natural direct effect
(1)
causal discovery
(1)
Papers
Average Controlled and Average Natural Micro Direct Effects in Summary Causal Graphs
UAI 2026
Retrieving Classes of Causal Orders with Inconsistent Knowledge Bases
CLeaR 2026
Identifying Macro Conditional Independencies and Macro Total Effects in Summary Causal Graphs with Latent Confounding
AAAI 2025
Identifiability of Direct Effects from Summary Causal Graphs
AAAI 2024