counterfactual explanation

ACE: Adapting sampling for Counterfactual Explanations L4DC 2026 Back to the Feature: Explaining Video Classifiers with Video Counterfactual Explanations CVPR 2026 Building a Bridge Between the Shapley Value, Prime Implicants and Counterfactual Explanations: a Theoretical Analysis UAI 2026 Counterfactual eXplainable AI (XAI) Method for Deep Learning-Based Multivariate Time Series Classification AAAI 2026 Enhancing Chemical Explainability Through Counterfactual Masking AAAI 2026 Explaining Temporal Graph Neural Network via Quantum-Inspired Evolutionary Algorithm AAAI 2026 Generating In-Distribution Counterfactual Explanation for Graph Neural Networks AAAI 2026 GLANCE: Global Actions in a Nutshell for Counterfactual Explainability AAAI 2026 KTCF: Actionable Recourse in Knowledge Tracing via Counterfactual Explanations for Education AAAI 2026 MaskDiME: Adaptive Masked Diffusion for Precise and Efficient Visual Counterfactual Explanations CVPR 2026 A New Approach to Backtracking Counterfactual Explanations: A Unified Causal Framework for Efficient Model Interpretability ICML 2025 AudioGenX: Explainability on Text-to-Audio Generative Models AAAI 2025 Can LLMs Explain Themselves Counterfactually? EMNLP 2025 CoDy: Counterfactual Explainers for Dynamic Graphs ICML 2025 COMRECGC: Global Graph Counterfactual Explainer through Common Recourse ICML 2025 Constructing Fair Latent Space for Intersection of Fairness and Explainability AAAI 2025 Counterfactual Explanations for Continuous Action Reinforcement Learning IJCAI 2025 Counterfactual Explanations of Time Varying Rankings (Student Abstract) AAAI 2025 Counterfactual Explanations Under Model Multiplicity and Their Use in Computational Argumentation IJCAI 2025 Distributional Counterfactual Explanations With Optimal Transport AISTATS 2025 Even-if Explanations: Formal Foundations, Priorities and Complexity AAAI 2025 From Search to Sampling: Generative Models for Robust Algorithmic Recourse ICLR 2025 From Visual Explanations to Counterfactual Explanations with Latent Diffusion WACV 2025 Generating Counterfactual Explanations Under Temporal Constraints AAAI 2025 Generating Likely Counterfactuals Using Sum-Product Networks ICLR 2025