Causal Inference

Causal Direct Preference Optimization for Language Model Alignment EACL 2026 Causal Discovery for Efficient Offline RL with Factored Action Spaces CLeaR 2026 Causal Discovery from Interval-Based Event Sequences AAAI 2026 Causal Discovery in Action: Learning Chain-Reaction Mechanisms from Interventions CLeaR 2026 Causal Discovery in Mixtures of Populations UAI 2026 Causal Discovery with Metadata-Informed Latent Types UAI 2026 Causal-ERC: A Multimodal Framework with Causal Prompting for Emotion Recognition in Conversations with Large Language Models AAAI 2026 Causal-ESC: Reliable Policy Learning for Emotional Support Conversation via Causal Inference ACL 2026 Causal Explanations for Sequential Decision Making (Abstract Reprint) AAAI 2026 Causal Foundations of Collective Agency CLeaR 2026 Causal-HalBench: Uncovering LVLMs Object Hallucinations Through Causal Intervention AAAI 2026 Causal-ICM: A Data Fusion Framework For Heterogeneous Treatment Effect Estimation With Multi-Task Gaussian Processes CLeaR 2026 Causal Importance for Physics-Informed Machine Learning CLeaR 2026 Causal Influences over Social Learning Networks JMLR 2026 Causality-Aligned Semantic Recovery for Incomplete Cross-Modal Retrieval AAAI 2026 Causality-Aware Efficient Exploration for Cooperative Multi-Agent Reinforcement Learning AAAI 2026 Causality-Driven Audits of Model Robustness WACV 2026 Causality-inspired Federated Learning for Dynamic Spatio-Temporal Graphs AAAI 2026 Causality in Video Diffusers is Separable from Denoising CVPR 2026 CausalLens: Sensitivity-Guided Multi-Head Causal Intervention for Hallucination Mitigation in Large Vision-Language Models CVPR 2026 Causal-LLM: Towards Predictive and Interpretable Spatiotemporal Foundation Models AAAI 2026 Causally-Aware Attribute Completion for Incomplete Federated Graph Clustering AAAI 2026 Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs AAAI 2026 Causal Process Models: Reframing Dynamic Causal Graph Discovery as a Reinforcement Learning Problem CLeaR 2026 CausalPulse: Agentic Copilot for Root Cause Analysis in Smart Manufacturing AAAI 2026