Causal Inference

CCG: Rare-Label Prediction via Neural SEM–Driven Causal Game EMNLP 2025 Certification of Speaker Recognition Models to Additive Perturbations AAAI 2025 Certified Causal Defense with Generalizable Robustness AAAI 2025 ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains ICLR 2025 CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis EMNLP 2025 CleanPose: Category-Level Object Pose Estimation via Causal Learning and Knowledge Distillation ICCV 2025 Clustered Invariant Risk Minimization AISTATS 2025 ClusterSC: Advancing Synthetic Control with Donor Selection AISTATS 2025 CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation AAAI 2025 CodeSCM: Causal Analysis for Multi-Modal Code Generation NAACL 2025 Com2 : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models ACL 2025 Combining Causal Models for More Accurate Abstractions of Neural Networks CLeaR 2025 Comparing Targeting Strategies for Maximizing Social Welfare with Limited Resources ICLR 2025 Complete Characterization for Adjustment in Summary Causal Graphs of Time Series UAI 2025 Complex Numerical Reasoning with Numerical Semantic Pre-training Framework EMNLP 2025 ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering EMNLP 2025 Compositional Causal Reasoning Evaluation in Language Models ICML 2025 Compositional Models for Estimating Causal Effects CLeaR 2025 Computationally Efficient Methods for Invariant Feature Selection with Sparsity UAI 2025 Conditional Average Treatment Effect Estimation Under Hidden Confounders UAI 2025 Conditional Independent Test in the Presence of Measurement Error with Causal Structure Learning IJCAI 2025 Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates AAAI 2025 Confounder-Free Continual Learning via Recursive Feature Normalization ICML 2025 Confounding-Robust Deferral Policy Learning AAAI 2025 Constraint-based Causal Discovery from a Collection of Conditioning Sets UAI 2025