2024 ICLR MLGenX Propensity Score Alignment of Unpaired Multimodal Data Johnny Xi, and Jason Hartford In ICLR 2024 Workshop on Machine Learning for Genomics Explorations, 2024 arXiv Poster 2023 NeurIPS CRL Triangular Monotonic Generative Models Can Perform Causal Discovery Quanhan Xi, Sebastian Gonzalez, and Benjamin Bloem-Reddy In NeurIPS Workshop on Causal Representation Learning Workshop, 2023 PDF Poster AISTATS Indeterminacy in Generative Models: Characterization and Strong Identifiability Quanhan Xi, and Benjamin Bloem-Reddy In AISTATS, 2023 arXiv Poster Website 2021 CSCE Assessing the probabilistic assumptions behind structural reliability via simulation Quanhan Xi, and Jeffrey Packer In Proceedings of the Canadian Society of Civil Engineering Annual Conference, 2021 Website NeurIPS WHY-21 Multiple Environments can Reduce Indeterminacy in VAEs Quanhan Xi, and Benjamin Bloem-Reddy In NeurIPS Workshop on Causal Inference & Machine Learning (WHY-21), 2021 PDF Poster 2020 AAAI Robust Gradient-based Markov Subsampling Tieliang Gong, Quanhan Xi, and Chen Xu In AAAI, 2020 PDF