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Causal Inference

3310 directly classified papers

Papers per year

Papers

Revisiting Conjunctive Query Entailment for S AAAI 2026

Truth-Tracking Evaluation in Opinion-Based Argumentation AAAI 2026

Delphi: A Neuro-Symbolic Framework for Individualized, Safe and Interpretable Treatment Recommendation AAAI 2026

Uplift Modeling with Delayed Feedback: Identifiability and Algorithms AAAI 2026

Unified Minimax Optimization Framework for Propensity Score Estimation in Debiased Recommendation AAAI 2026

Inferring Implicit Goals Across Differing Task Models AAAI 2026

Invariant Feature Learning for Counterfactual Watch-time Prediction in Video Recommendation AAAI 2026

Memorize Early, Then Query: Inlier-Memorization-Guided Active Outlier Detection AAAI 2026

Bidirectional Counterfactual Distillation for Review-Based Recommendation AAAI 2026

From Subtle to Significant: Prompt-Driven Self-Improving Optimization in Test-Time Graph OOD Detection AAAI 2026

Introducing Decomposed Causality with Spatiotemporal Object-Centric Representation for Video Classification AAAI 2026

ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding AAAI 2026

LLM-Guided Quantified SMT Solving over Uninterpreted Functions AAAI 2026

MedReasoner: Reinforcement Learning Drives Reasoning Grounding from Clinical Thought to Pixel-Level Precision AAAI 2026

I2CD: An Invertible Causal Framework for Compositional Zero-Shot Learning via Disentangle-Compose-Disentangle AAAI 2026

Unifying Locality of KANs and Feature Drift Compensation Projection for Data-Free Replay Based Continual Face Forgery Detection AAAI 2026

CaTFormer: Causal Temporal Transformer with Dynamic Contextual Fusion for Driving Intention Prediction AAAI 2026

Explicit Modeling of Causal Factors and Confounders for Image Classification AAAI 2026

CounterBench: Evaluating and Improving Counterfactual Reasoning in Large Language Models AAAI 2026

IMPACT: Integrated Multimodal Pipeline for Rapid Accident Causality Tracking (Student Abstract) AAAI 2026

Good-for-MDP State Reduction for Stochastic LTL Planning AAAI 2026

SSTODE: Ocean-Atmosphere Physics-Informed Neural ODEs for Sea Surface Temperature Prediction AAAI 2026

CausalStep: A Benchmark for Explicit Stepwise Causal Reasoning in Videos AAAI 2026

Point Cloud Segmentation of Integrated Circuits Package Substrates Surface Defects Using Causal Inference: Dataset Construction and Methodology AAAI 2026

Towards Ultrasound-based Reliable Disease Diagnosis Using Causal Inference AAAI 2026