Counterfactual Fairness for Predictions using Generative Adversarial Networks. - Yuchen Ma 005; Dennis Frauen; Valentyn Melnychuk; Stefan Feuerriegel (CoRR, 2023)

DiffPO: A causal diffusion model for learning distributions of potential outcomes. - Yuchen Ma 005; Valentyn Melnychuk; Jonas Schweisthal; Stefan Feuerriegel (NeurIPS, 2024)

A Diffusion-Based Method for Learning the Multi-Outcome Distribution of Medical Treatments. - Yuchen Ma 005; Jonas Schweisthal; Hengrui Zhang; Stefan Feuerriegel (CoRR, 2025)

Foundation Models for Causal Inference via Prior-Data Fitted Networks. - Yuchen Ma 005; Dennis Frauen; Emil Javurek; Stefan Feuerriegel (CoRR, 2025)

LLM-Driven Treatment Effect Estimation Under Inference Time Text Confounding. - Yuchen Ma 005; Dennis Frauen; Jonas Schweisthal; Stefan Feuerriegel (CoRR, 2025)