Causal Inference

Revisiting Conjunctive Query Entailment for S AAAI 2026 Revisiting Differentiable Structure Learning: Inconsistency of L1 Penalty and Beyond 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 Sample-Efficient Learning of Probabilistic Causes for Reachability in Markov Decision Processes with Probabilistic Guarantees UAI 2026 Save, Revisit, Retain: A Scalable Framework for Enhancing User Retention in Large-Scale Recommender Systems AAAI 2026 SceneProp: Combining Neural Network and Markov Random Field for Scene-Graph Grounding WACV 2026 SENCA-st: Integrating Spatial Transcriptomics and Histopathology with Cross Attention Shared Encoder for Region Identification in Cancer Pathology WACV 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 SilverLining: Data-First Mitigation of Spatial and Spectral Shortcuts Without Introducing New Confounders WACV 2026 Single-Network Asymptotics for Causal Inference with Partial Network Data UAI 2026 SLANG-GraphRAG: Multi-Layered Retrieval with Domain-Specific Knowledge for Low Resource Social Media Conversations EACL 2026 Smoothing the Landscape: Causal Structure Learning via Diffusion Denoising Objectives CLeaR 2026 Sparse Additive Model Pruning for Order-Based Causal Structure Learning AAAI 2026 Sparse Feature Coactivation Reveals Causal Semantic Modules in Large Language Models ACL 2026 Spatio-Temporal Hierarchical Causal Models AAAI 2026 SSTODE: Ocean-Atmosphere Physics-Informed Neural ODEs for Sea Surface Temperature Prediction AAAI 2026 State-Derivative-Aware Neural Controlled Differential Equations for Multivariate Time Series Anomaly Detection and Diagnosis AAAI 2026 State Mamba: Spatiotemporal EEG State-Space Model with Dynamic Brain Alignment for Cross-Subject Representation AAAI 2026 Streaming Video Crime Anticipation with Spatio-Temporal Causal Reasoning CVPR 2026 Structure Learning for Unfaithful Distributions: The Minimal Dependence Faithfulness UAI 2026 Suggest-Verify-Revise: A Three-Stage Document-Level Event Causality Identification with Narrative Consistency ACL 2026 SymCode: A Neurosymbolic Approach to Mathematical Reasoning via Verifiable Code Generation EACL 2026