| 2022 | IJCAI | Ancestral Instrument Method for Causal Inference without Complete Knowledge. | Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Thuc Duy Le, Jixue Liu |
| 2022 | UAI | Reframed GES with a neural conditional dependence measure. | Xinwei Shen, Shengyu Zhu, Jiji Zhang, Shoubo Hu, Zhitang Chen |
| 2020 | ALT | On Learning Causal Structures from Non-Experimental Data without Any Faithfulness Assumption. | Hanti Lin, Jiji Zhang |
| 2019 | ICML | Causal Identification under Markov Equivalence: Completeness Results. | Amin Jaber, Jiji Zhang, Elias Bareinboim |
| 2019 | IJCAI | On Causal Identification under Markov Equivalence. | Amin Jaber, Jiji Zhang, Elias Bareinboim |
| 2019 | IJCAI | ASP-based Discovery of Semi-Markovian Causal Models under Weaker Assumptions. | Zhalama, Jiji Zhang, Frederick Eberhardt, Wolfgang Mayer, Mark Junjie Li |
| 2018 | IJCAI | A Graphical Criterion for Effect Identification in Equivalence Classes of Causal Diagrams. | Amin Jaber, Jiji Zhang, Elias Bareinboim |
| 2018 | UAI | Causal Identification under Markov Equivalence. | Amin Jaber, Jiji Zhang, Elias Bareinboim |
| 2017 | ICDM | Behind Distribution Shift: Mining Driving Forces of Changes and Causal Arrows. | Biwei Huang, Kun Zhang, Jiji Zhang, Ruben Sanchez-Romero, Clark Glymour, Bernhard Schlkopf |
| 2017 | IJCAI | Causal Discovery from Nonstationary/Heterogeneous Data: Skeleton Estimation and Orientation Determination. | Kun Zhang, Biwei Huang, Jiji Zhang, Clark Glymour, Bernhard Schlkopf |
| 2017 | UAI | SAT-Based Causal Discovery under Weaker Assumptions. | Zhalama, Jiji Zhang, Frederick Eberhardt, Wolfgang Mayer |
| 2016 | UAI | On the Identifiability and Estimation of Functional Causal Models in the Presence of Outcome-Dependent Selection. | Kun Zhang, Jiji Zhang, Biwei Huang, Bernhard Schlkopf, Clark Glymour |
| 2007 | UAI | A Characterization of Markov Equivalence Classes for Directed Acyclic Graphs with Latent Variables. | Jiji Zhang |
| 2006 | UAI | Adjacency-Faithfulness and Conservative Causal Inference. | Joseph D. Ramsey, Jiji Zhang, Peter Spirtes |
| 2005 | KDD | Probabilistic workflow mining. | Ricardo Bezerra de Andrade e Silva, Jiji Zhang, James G. Shanahan |
| 2005 | UAI | Towards Characterizing Markov Equivalence Classes for Directed Acyclic Graphs with Latent Variables. | Ayesha R. Ali, Thomas S. Richardson, Peter Spirtes, Jiji Zhang |
| 2005 | UAI | A Transformational Characterization of Markov Equivalence for Directed Acyclic Graphs with Latent Variables. | Jiji Zhang, Peter Spirtes |
| 2003 | UAI | Strong Faithfulness and Uniform Consistency in Causal Inference. | Jiji Zhang, Peter Spirtes |