Causal Inference

Cost-Aware Optimized Front-Door Experimental Design CLeaR 2026 CoSToM: Causal-oriented Steering for Intrinsic Theory-of-Mind Alignment in Large Language Models ACL 2026 CounterBench: Evaluating and Improving Counterfactual Reasoning in Large Language Models AAAI 2026 Counterfactual-Driven Zero-Shot Classifier Expansion AAAI 2026 Counterfactual Fairness with Imperfect Causal Graphs AAAI 2026 Counterfactual Intervention in Attention Multiple Instance Learning For Digital Pathology MIDL 2026 Counterfactual Planning for Generalizable Agents’ Actions AAAI 2026 Counterfactual Question Generation Uncovering Learner Contradictions AAAI 2026 Cross-Domain Demo-to-Code via Neurosymbolic Counterfactual Reasoning CVPR 2026 Cross-Sectional Conditional Independence in Stationary Time Series: Graphical Equivalence and Completeness of Collider Separation CLeaR 2026 Data Complexity of Querying Description Logic Knowledge Bases Under Cost-Based Semantics AAAI 2026 Debiased Machine Learning for Conformal Prediction of Counterfactual Outcomes Under Runtime Confounding CLeaR 2026 Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought EACL 2026 Debiasing Reward Models via Causally Motivated Inference-Time Intervention ACL 2026 Decoupling Knowledge and Reasoning in LLMs: An Exploration Using Cognitive Dual-System Theory AAAI 2026 Deep Nonparametric Conditional Independence Tests for Images JMLR 2026 DeepProofLog: Efficient Proving in Deep Stochastic Logic Programs AAAI 2026 Delphi: A Neuro-Symbolic Framework for Individualized, Safe and Interpretable Treatment Recommendation AAAI 2026 Detecting Unobserved Confounders: A Kernelized Regression Approach AAAI 2026 Diagnosing and Repairing Unsafe Channels in Vision-Language Models via Causal Discovery and Dual-Modal Safety Subspace Projection CVPR 2026 Differentiable Causal Search CLeaR 2026 Differentiable Sparse Identification of Lagrangian Dynamics AAAI 2026 Discovering Linear Non-Gaussian Models for All Categories of Missing Data (Student Abstract) AAAI 2026 Disentangling Dynamical Systems: Causal Representation Learning Meets Local Sparse Attention CLeaR 2026 Diversity Recommendation via Causal Deconfounding of Co-purchase Relations and Counterfactual Exposure AAAI 2026