Causal Inference

Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023 Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment NeurIPS 2023 Deductive Verification of Chain-of-Thought Reasoning NeurIPS 2023 Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression CVPR 2023 DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text EMNLP 2023 Detecting Out-of-distribution Data through In-distribution Class Prior ICML 2023 Detecting Sources of Healthcare Associated Infections AAAI 2023 Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding ICML 2023 Differentiable and Transportable Structure Learning ICML 2023 Differentiable Multi-Target Causal Bayesian Experimental Design ICML 2023 Differentially Private Nonlinear Causal Discovery from Numerical Data AAAI 2023 Differentially Private Synthetic Control AISTATS 2023 Diffusion Models for Causal Discovery via Topological Ordering ICLR 2023 Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision NeurIPS 2023 Directed Acyclic Graph Structure Learning from Dynamic Graphs AAAI 2023 Directed Graphical Models and Causal Discovery for Zero-Inflated Data CLeaR 2023 Direct Inference of Effect of Treatment (DIET) for a Cookieless World AISTATS 2023 Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective AAAI 2023 Disentangled Representation for Causal Mediation Analysis AAAI 2023 Disentangled Wasserstein Autoencoder for T-Cell Receptor Engineering NeurIPS 2023 Disentanglement of Latent Representations via Causal Interventions IJCAI 2023 Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning EMNLP 2023 Distinguishing Cause and Effect in Bivariate Structural Causal Models: A Systematic Investigation JMLR 2023 Distinguishing Cause from Effect on Categorical Data: The Uniform Channel Model CLeaR 2023 Document-Level Event Argument Extraction With a Chain Reasoning Paradigm ACL 2023