Causal Inference

Targeted Pathway Inference for Biological Knowledge Bases via Graph Learning and Explanation AAAI 2026 Temporal Properties of Conditional Independence in Dynamic Bayesian Networks AAAI 2026 Testing Partially-Identifiable Causal Queries Using Ternary Tests UAI 2026 The Alignment Game: A Theory of Long-Horizon Alignment Through Recursive Curation AAAI 2026 The Fixed-Point of Distrust: A Formal Theory of Perceived Systemic Incompetence AAAI 2026 The Future Is Neuro-Symbolic: Where Has It Been, and Where Is It Going? AAAI 2026 The Generalised Kernel Covariance Measure CLeaR 2026 The Minimal Search Space for Conditional Causal Bandits UAI 2026 The Price of Valid Inference After Causal Discovery UAI 2026 The Proxy Presumption: From Semantic Embeddings to Valid Social Measures ACL 2026 The relative value of interventional and observational samples in Bayesian Causal Linear Gaussian Models UAI 2026 Thesis Proposal: Stability-Aware, Evidence-Grounded Knowledge Graph for Substance Use Disorders and Social Determinants of Health EACL 2026 TMAE:Learning Targeted Multi-Agent Exploration via Causal Inference AAAI 2026 Topo-GraT: Learning to Grow with Causal Graph Transformers (Student Abstract) AAAI 2026 Toward Causal Foundation World Models: From Representation to Decision-Making AAAI 2026 Towards a Common Framework for Autoformalization AAAI 2026 Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning AAAI 2026 Towards Ultrasound-based Reliable Disease Diagnosis Using Causal Inference AAAI 2026 Toward Trustworthy AI for Decision Making in Population Health AAAI 2026 Tracking Autism Stigma in Italian Newspapers: A Longitudinal Analysis of Media Discourse (2016–2025) EACL 2026 Tracking the Limits of Knowledge Propagation: How LLMs Fail at Multi-Step Reasoning with Conflicting Knowledge EACL 2026 Transferable Graph Condensation from the Causal Perspective AAAI 2026 Truth-Tracking Evaluation in Opinion-Based Argumentation AAAI 2026 Uncovering Bias Paths with LLM-guided Causal Discovery: An Active Learning and Dynamic Scoring Approach AAAI 2026 Uncovering Hidden Correctness in LLM Causal Reasoning via Symbolic Verification EACL 2026