Jiji Zhang
16 papers · 2008–2024 · 7 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (7) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (16)
🗺️
Taxonomy Completionist
(12)
🧭
Keyword Pioneer
🔬
Deep Specialist
(10)
🏆
Keyword Champion
(6)
📈
Trend Setter
🔥
Unstoppable
(6)
💎
Century Club
(16)
Conferences
IJCAI (5)
NIPS (5)
JMLR (2)
AISTATS (1)
ALT (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
causal discovery
(7)
markov equivalence
(6)
causal inference
(5)
causal identification
(4)
structure learning
(3)
graphical model
(3)
causal effect
(3)
partial ancestral graph
(3)
faithfulness assumption
(2)
nonstationary datum
(2)
bayesian network
(2)
exact search
(2)
causal structure
(2)
causal orientation
(2)
causal diagram
(2)
conditional effect
(2)
counterfactual reasoning
(1)
heterogeneous datum
(1)
latent variable
(1)
structural learning
(1)
Papers
Natural Counterfactuals With Necessary Backtracking
NIPS 2024
On Causal Discovery in the Presence of Deterministic Relations
NIPS 2024
Reframed GES with a neural conditional dependence measure
UAI 2022
Ancestral Instrument Method for Causal Inference without Complete Knowledge
IJCAI 2022
Causal Identification under Markov equivalence: Calculus, Algorithm, and Completeness
NIPS 2022
Reliable Causal Discovery with Improved Exact Search and Weaker Assumptions
NIPS 2021
On Learning Causal Structures from Non-Experimental Data without Any Faithfulness Assumption
ALT 2020
Causal Discovery from Heterogeneous/Nonstationary Data
JMLR 2020
Identification of Conditional Causal Effects under Markov Equivalence
NIPS 2019
Causal Identification under Markov Equivalence: Completeness Results
ICML 2019
ASP-based Discovery of Semi-Markovian Causal Models under Weaker Assumptions
IJCAI 2019
On Causal Identification under Markov Equivalence
IJCAI 2019
A Graphical Criterion for Effect Identification in Equivalence Classes of Causal Diagrams
IJCAI 2018
Causal Discovery from Nonstationary/Heterogeneous Data: Skeleton Estimation and Orientation Determination
IJCAI 2017
Discussion of “Learning Equivalence Classes of Acyclic Models with Latent and Selection Variables from Multiple Datasets with Overlapping Variables”
AISTATS 2011
Causal Reasoning with Ancestral Graphs
JMLR 2008