 The Robustness of Differentiable Causal Discovery in Misspecified ScenariosInternational Conference on Learning Representations (ICLR), 2025 |
 Causal Effect Identification in Heterogeneous Environments from Higher-Order MomentsConference on Uncertainty in Artificial Intelligence (UAI), 2025 |
 On the Identifiability of Causal AbstractionsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 |
 Extremely Greedy Equivalence SearchConference on Uncertainty in Artificial Intelligence (UAI), 2025 |
 Your Assumed DAG is Wrong and Here's How To Deal With ItCLEaR (CLEaR), 2025 |
 Causal Temporal Regime Structure LearningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
 GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter OptimizationBioinformatics (Bioinformatics), 2025 |
 Causal Discovery via Bayesian OptimizationInternational Conference on Learning Representations (ICLR), 2025 |
 Differentiable Causal Discovery For Latent Hierarchical Causal ModelsInternational Conference on Learning Representations (ICLR), 2024 |
 CausalGraph2LLM: Evaluating LLMs for Causal QueriesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 |
