Causal Inference

Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets ICLR 2025 Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning AAAI 2025 Context-Aware Reasoning On Parametric Knowledge for Inferring Causal Variables EMNLP 2025 Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning EMNLP 2025 Continuous Structure Constraint Integration for Robust Causal Discovery AISTATS 2025 Controlling for discrete unmeasured confounding in nonlinear causal models CLeaR 2025 Copula-based Sensitivity Analysis for Multi-Treatment Causal Inference with Unobserved Confounding JMLR 2025 COSDA: Counterfactual-based Susceptibility Risk Framework for Open-Set Domain Adaptation ICML 2025 Counterfactual Concept Bottleneck Models ICLR 2025 Counterfactual Debiasing for Physical Audiovisual Commonsense Reasoning AAAI 2025 Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making ICML 2025 Counterfactual Explanations of Time Varying Rankings (Student Abstract) AAAI 2025 Counterfactual Generative Modeling with Variational Causal Inference ICLR 2025 Counterfactual Graphical Models: Constraints and Inference ICML 2025 Counterfactual Identification Under Monotonicity Constraints AAAI 2025 Counterfactual Influence in Markov Decision Processes CLeaR 2025 Counterfactual Online Learning for Open-Loop Monte-Carlo Planning AAAI 2025 Counterfactual Realizability ICLR 2025 Counterfactual Token Generation in Large Language Models CLeaR 2025 Counterfactual Voting Adjustment for Quality Assessment and Fairer Voting in Online Platforms with Helpfulness Evaluation ICML 2025 Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models ACL 2025 Cradle-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement AAAI 2025 Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models EMNLP 2025 Cross-Lingual Knowledge Augmentation for Mitigating Generic Overgeneralization in Multilingual Language Models EMNLP 2025 Cross-modal Causal Relation Alignment for Video Question Grounding CVPR 2025