Duligur Ibeling
6 papers · 2018–2025 · 5 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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๐ Conference Polyglot ยท Silver ๐ Academic Marathon ยท Sprint ๐ Interdisciplinary Bridge ยท Bronze ๐ฃ Hot Topic Early Bird ๐งฌ Topic Evolution
๐
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
causal inference
(5)
structural causal model
(3)
causal reasoning
(2)
structural equation model
(2)
causal hierarchy
(2)
counterfactual reasoning
(1)
mechanistic interpretability
(1)
causal abstraction
(1)
topological method
(1)
simulation model
(1)
open-universe reasoning
(1)
conditional logic
(1)
inductive assumption
(1)
rubin causal model
(1)
bayesian inference
(1)
probabilistic reasoning
(1)
generative model
(1)
graphical model
(1)
Papers
Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability
JMLR 2025
Comparing Causal Frameworks: Potential Outcomes, Structural Models, Graphs, and Abstractions
NeurIPS 2023
A Topological Perspective on Causal Inference
NeurIPS 2021
Probabilistic Reasoning Across the Causal Hierarchy
AAAI 2020
On Open-Universe Causal Reasoning
UAI 2019
On the Conditional Logic of Simulation Models
IJCAI 2018