Zhang, Jiji

25 publications

NeurIPS 2024 Natural Counterfactuals with Necessary Backtracking Guang-Yuan Hao, Jiji Zhang, Biwei Huang, Hao Wang, Kun Zhang

NeurIPS 2024 On Causal Discovery in the Presence of Deterministic Relations Loka Li, Haoyue Dai, Hanin Al Ghothani, Biwei Huang, Jiji Zhang, Shahar Harel, Isaac Bentwich, Guangyi Chen, Kun Zhang

IJCAI 2022 Ancestral Instrument Method for Causal Inference Without Complete Knowledge Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Thuc Duy Le, Jixue Liu

NeurIPS 2022 Causal Identification Under Markov Equivalence: Calculus, Algorithm, and Completeness Amin Jaber, Adele Ribeiro, Jiji Zhang, Elias Bareinboim

UAI 2022 Reframed GES with a Neural Conditional Dependence Measure Xinwei Shen, Shengyu Zhu, Jiji Zhang, Shoubo Hu, Zhitang Chen

NeurIPS 2021 Reliable Causal Discovery with Improved Exact Search and Weaker Assumptions Ignavier Ng, Yujia Zheng, Jiji Zhang, Kun Zhang

JMLR 2020 Causal Discovery from Heterogeneous/Nonstationary Data Biwei Huang, Kun Zhang, Jiji Zhang, Joseph Ramsey, Ruben Sanchez-Romero, Clark Glymour, Bernhard Schölkopf

ALT 2020 On Learning Causal Structures from Non-Experimental Data Without Any Faithfulness Assumption Hanti Lin, Jiji Zhang

IJCAI 2019 ASP-Based Discovery of Semi-Markovian Causal Models Under Weaker Assumptions Zhalama, Jiji Zhang, Frederick Eberhardt, Wolfgang Mayer, Mark Junjie Li

ICML 2019 Causal Identification Under Markov Equivalence: Completeness Results Amin Jaber, Jiji Zhang, Elias Bareinboim

NeurIPS 2019 Identification of Conditional Causal Effects Under Markov Equivalence Amin Jaber, Jiji Zhang, Elias Bareinboim

IJCAI 2019 On Causal Identification Under Markov Equivalence Amin Jaber, Jiji Zhang, Elias Bareinboim

IJCAI 2018 A Graphical Criterion for Effect Identification in Equivalence Classes of Causal Diagrams Amin Jaber, Jiji Zhang, Elias Bareinboim

UAI 2018 Causal Identification Under Markov Equivalence Amin Jaber, Jiji Zhang, Elias Bareinboim

IJCAI 2017 Causal Discovery from Nonstationary/Heterogeneous Data: Skeleton Estimation and Orientation Determination Kun Zhang, Biwei Huang, Jiji Zhang, Clark Glymour, Bernhard Schölkopf

UAI 2017 SAT-Based Causal Discovery Under Weaker Assumptions Zhalama, Jiji Zhang, Frederick Eberhardt, Wolfgang Mayer

UAI 2016 On the Identifiability and Estimation of Functional Causal Models in the Presence of Outcome-Dependent Selection Kun Zhang, Jiji Zhang, Biwei Huang, Bernhard Schölkopf, Clark Glymour

AISTATS 2011 Discussion of “Learning Equivalence Classes of Acyclic Models with Latent and Selection Variables from Multiple Datasets with Overlapping Variables” Jiji Zhang, Ricardo Silva

JMLR 2008 Causal Reasoning with Ancestral Graphs Jiji Zhang

UAI 2007 A Characterization of Markov Equivalence Classes for Directed Acyclic Graphs with Latent Variables Jiji Zhang

AISTATS 2007 Generalized Do-Calculus with Testable Causal Assumptions Jiji Zhang

UAI 2006 Adjacency-Faithfulness and Conservative Causal Inference Joseph D. Ramsey, Jiji Zhang, Peter Spirtes

UAI 2005 A Transformational Characterization of Markov Equivalence for Directed Acyclic Graphs with Latent Variables Jiji Zhang, Peter Spirtes

UAI 2005 Towards Characterizing Markov Equivalence Classes for Directed Acyclic Graphs with Latent Variables Ayesha R. Ali, Thomas S. Richardson, Peter Spirtes, Jiji Zhang

UAI 2003 Strong Faithfulness and Uniform Consistency in Causal Inference Jiji Zhang, Peter Spirtes