Supervised Learning with Background Knowledge. - Yizuo Chen; Arthur Choi; Adnan Darwiche (PGM, 2020)

On the definition and computation of causal treewidth. - Yizuo Chen; Adnan Darwiche (UAI, 2022)

On the Complexity of Counterfactual Reasoning. - Yunqiu Han; Yizuo Chen; Adnan Darwiche (IJCAI, 2023)

Tractable Bounding of Counterfactual Queries by Knowledge Compilation. - David Huber 001; Yizuo Chen; Alessandro Antonucci 001; Adnan Darwiche; Marco Zaffalon (CoRR, 2023)

Identifying Causal Effects Under Functional Dependencies. - Yizuo Chen; Adnan Darwiche (NeurIPS, 2024)

Constrained Identifiability of Causal Effects. - Yizuo Chen; Adnan Darwiche (CoRR, 2024)

Towards an effective practice of learning from data and knowledge. - Yizuo Chen; Haiying Huang 002; Adnan Darwiche (Int. J. Approx. Reason., 2024)

Modeling and Discovering Direct Causes for Predictive Models. - Yizuo Chen; Amit Bhatia (FLAIRS, 2025)