causal inference

Multimodal Causality-Driven Representation Learning for Generalizable Medical Image Segmentation CVPR 2026 Multi-Modal Image Fusion via Intervention-Stable Feature Learning CVPR 2026 Neural Network Parameter-optimization of Gaussian Pre-marginalized Directed Acyclic Graphs JMLR 2026 Object-Centric World Models for Causality-Aware Reinforcement Learning AAAI 2026 Optimizing Preferential Rate in Retail Lending with Causal Inference and Domain Adaptation AAAI 2026 OrcheCause Agent: From Textual Knowledge to End-to-End Causal Inference AAAI 2026 Paradise at SemEval-2026 Task 12: Leveraging Instruction-Tuned Large Language Models with Chain-of-Thought Prompting for Abductive Event Reasoning SemEval 2026 Partially Observed Structural Causal Models UAI 2026 PITE: Multi-Prototype Alignment for Individual Treatment Effect Estimation AAAI 2026 Point Cloud Segmentation of Integrated Circuits Package Substrates Surface Defects Using Causal Inference: Dataset Construction and Methodology AAAI 2026 POLICYGRID: Causal Discovery for Adaptive Policy Optimization in Embodied Agents (Student Abstract) AAAI 2026 Possibilistic Instrumental Variable Regression with Potentially Invalid Instruments UAI 2026 Potential Outcome Rankings for Counterfactual Decision Making AAAI 2026 Quantifying the Impact of Structured Output Format on Large Language Models through Causal Inference EACL 2026 ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding AAAI 2026 RECoRD: A Multi-Agent LLM Framework for Reverse Engineering Codebase to Relational Diagram AAAI 2026 Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation EACL 2026 Rethinking AI: From Functions to Functors AAAI 2026 Robust Causal Discovery Under Imperfect Structural Constraints AAAI 2026 RobustVisRAG: Causality-Aware Vision-Based Retrieval-Augmented Generation under Visual Degradations CVPR 2026 Robust Weighted Triangulation of Causal Effects Under Model Uncertainty UAI 2026 SemEval-2026 Task 12: Abductive Event Reasoning: Towards Real-World Event Causal Inference for Large Language Models SemEval 2026 Sharp Bounds for Treatment Effect Generalization under Outcome Distribution Shift CLeaR 2026 Sign Identifiability of Causal Effects in Stationary Stochastic Dynamical Systems UAI 2026 Single-Network Asymptotics for Causal Inference with Partial Network Data UAI 2026