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Causal Inference

3310 directly classified papers

Papers per year

Papers

I-CAM-UV: Integrating Causal Graphs over Non-Identical Variable Sets Using Causal Additive Models with Unobserved Variables AAAI 2026

REACT-LLM: A Benchmark for Evaluating LLM Integration with Causal Features in Clinical Prognostic Tasks AAAI 2026

Counterfactual-Driven Zero-Shot Classifier Expansion AAAI 2026

DSAP: Enhancing Generalization in Goal-Conditioned Reinforcement Learning AAAI 2026

A Causal Target for Learning to Defer Under Hidden Confounding AAAI 2026

Learning Fair Graph Representations via Probability of Necessity and Sufficiency AAAI 2026

Causally-Aware Attribute Completion for Incomplete Federated Graph Clustering AAAI 2026

Causality-inspired Federated Learning for Dynamic Spatio-Temporal Graphs AAAI 2026

DeepProofLog: Efficient Proving in Deep Stochastic Logic Programs AAAI 2026

Revisiting Differentiable Structure Learning: Inconsistency of L1 Penalty and Beyond AAAI 2026

Sparse Additive Model Pruning for Order-Based Causal Structure Learning AAAI 2026

Counterfactual Question Generation Uncovering Learner Contradictions AAAI 2026

Causality-Aware Efficient Exploration for Cooperative Multi-Agent Reinforcement Learning AAAI 2026

Causality-Aligned Semantic Recovery for Incomplete Cross-Modal Retrieval AAAI 2026

CATAL: Causally Disentangled Task Representation Learning for Offline Meta-Reinforcement Learning AAAI 2026

GCIB: Causal Intervention Guided Graph Information Bottleneck Framework AAAI 2026

State Mamba: Spatiotemporal EEG State-Space Model with Dynamic Brain Alignment for Cross-Subject Representation AAAI 2026

Under-Approximating Semantics in Clustered Assumption-Based Argumentation AAAI 2026

Data Complexity of Querying Description Logic Knowledge Bases Under Cost-Based Semantics AAAI 2026

Foundations of Formal Reasoning over Knowledge Bases Combining Symbolic and Sub-Symbolic Knowledge AAAI 2026

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