Xu, Ziqi

7 publications

ICML 2025 Telling Peer Direct Effects from Indirect Effects in Observational Network Data Xiaojing Du, Jiuyong Li, Debo Cheng, Lin Liu, Wentao Gao, Xiongren Chen, Ziqi Xu

ICLR 2024 Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu

ICLR 2024 Conditional Instrumental Variable Regression with Representation Learning for Causal Inference Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le

AAAI 2024 Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Wentao Gao, Thuc Duy Le

AAAI 2023 Causal Inference with Conditional Instruments Using Deep Generative Models Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le

AAAI 2023 Disentangled Representation for Causal Mediation Analysis Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Ke Wang

ECML-PKDD 2023 Learning Conditional Instrumental Variable Representation for Causal Effect Estimation Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu