A Review and Roadmap of Deep Learning Causal Discovery in Different Variable Paradigms. - Hang Chen 002; Keqing Du; Xinyu Yang 001; Chenguang Li (CoRR, 2022)

SSL Framework for Causal Inconsistency between Structures and Representations. - Hang Chen 002; Xinyu Yang 001; Keqing Du (CoRR, 2023)

A Review and Roadmap of Deep Causal Model from Different Causal Structures and Representations. - Hang Chen 002; Keqing Du; Chenguang Li; Xinyu Yang 001 (CoRR, 2023)

Towards Causal Relationship in Indefinite Data: Baseline Model and New Datasets. - Hang Chen 002; Xinyu Yang 001; Keqing Du (CoRR, 2024)

Enhancing multivariate spatio-temporal forecasting via complete dynamic causal modeling. - Keqing Du; Xinyu Yang 001; Hang Chen 002 (Neural Networks, 2025)