@article{generativesyntheticdataforcausalinferenc, title = {Generative Synthetic Data for Causal Inference: Pitfalls, Remedies, and Opportunities}, author = {Yichen Xu}, year = {2026}, eprint = {2604.23904}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.23904}, }