Causal Inference

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 Prediction of Hospital Associated Infections During Continuous Hospital Stays AAAI 2026 Probabilistic Edge Modulation for High-Dimensional Causal Discovery UAI 2026 Progressive Cross-Modal Causal Intervention for Long-Term Action Recognition CVPR 2026 Prototype Entropy Alignment: Reinforcing Structured Uncertainty in LLM Reasoning AAAI 2026 Proximal Identification and Estimation in Front-Door Causal Structures with Unobserved Confounding of the Mediator UAI 2026 Proxy-Guided Measurement Calibration CLeaR 2026 Quantifying the Impact of Structured Output Format on Large Language Models through Causal Inference EACL 2026 Query4Regex: Verifiable Regex Transformation through Formal Operations from NL and DSL Queries EACL 2026 REACT-LLM: A Benchmark for Evaluating LLM Integration with Causal Features in Clinical Prognostic Tasks AAAI 2026 ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding AAAI 2026 RECIPE-TKG: From Sparse History to Structured Reasoning for LLM-based Temporal Knowledge Graph Completion EACL 2026 RECoRD: A Multi-Agent LLM Framework for Reverse Engineering Codebase to Relational Diagram AAAI 2026 Recursive Causal Discovery (Abstract Reprint) AAAI 2026 Relaxing Faithfulness with Intervention-Only Causal Discovery UAI 2026 Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG AAAI 2026 Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation EACL 2026 Rethinking the Reliability of Multi-agent System: A Perspective from Byzantine Fault Tolerance AAAI 2026 Retrieving Classes of Causal Orders with Inconsistent Knowledge Bases CLeaR 2026 Retrieving Counterfactuals Improves Visual In-Context Learning CVPR 2026 Retrospective Counterfactual Prediction by Conditioning on the Factual Outcome: A Cross-World Approach CLeaR 2026