Jiang, Ziyang

4 publications

TMLR 2026 Synergizing Deconfounding and Temporal Generalization for Time-Series Counterfactual Outcome Estimation Yiling Liu, Juncheng Dong, Chen Fu, Wei Shi, Ziyang Jiang, Qi Xu, Zhigang Hua, David Carlson

TMLR 2025 Understanding and Robustifying Sub-Domain Alignment for Domain Adaptation Yiling Liu, Juncheng Dong, Ziyang Jiang, Ahmed Aloui, Keyu Li, Michael Hunter Klein, Vahid Tarokh, David Carlson

TMLR 2024 Incorporating Prior Knowledge into Neural Networks Through an Implicit Composite Kernel Ziyang Jiang, Tongshu Zheng, Yiling Liu, David Carlson

ICML 2023 Estimating Causal Effects Using a Multi-Task Deep Ensemble Ziyang Jiang, Zhuoran Hou, Yiling Liu, Yiman Ren, Keyu Li, David Carlson