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Causal Inference

3,333 papers

Papers per year

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15
28
277
391
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Papers

MMCR: Benchmarking Cross-Source Reasoning in Scientific Papers ICCV 2025
Learning Counterfactually Decoupled Attention for Open-World Model Attribution ICCV 2025
HazeFlow: Revisit Haze Physical Model as ODE and Non-Homogeneous Haze Generation for Real-World Dehazing ICCV 2025
Medical World Model ICCV 2025
CABIN: Debiasing Vision-Language Models Using Backdoor Adjustments IJCAI 2025
Causality-Inspired Disentanglement for Fair Graph Neural Networks IJCAI 2025
Boosting Visual Knowledge-Intensive Training for LVLMs Through Causality-Driven Visual Object Completion IJCAI 2025
Hierarchy Knowledge Graph for Parameter-Efficient Entity Embedding IJCAI 2025
Interaction-Data-guided Conditional Instrumental Variables for Debiasing Recommender Systems IJCAI 2025
Flow-based Time-aware Causal Structure Learning for Sequential Recommendation IJCAI 2025
Do Mentioned Items Truly Matter? Enhancing Conversational Recommender Systems with Causal Intervention and Large Language Models IJCAI 2025
Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting IJCAI 2025
Initial Models and Serialisability in Abstract Dialectical Frameworks IJCAI 2025
Inconsistency Handling in DatalogMTL IJCAI 2025
Robustness in Single-Audience Value-based Abstract Argumentation: Complexity Results IJCAI 2025
Reasoning About Causal Knowledge in Nondeterministic Domains IJCAI 2025
Rewarding Explainability in Drug Repurposing with Knowledge Graphs IJCAI 2025
Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism IJCAI 2025
Long-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning IJCAI 2025
Disconfounding Fake News Video Explanation with Causal Inference IJCAI 2025
Optimal Transport on Categorical Data for Conterfactuals Using Compositional Data and Dirichlet Transport IJCAI 2025
SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps IJCAI 2025
Label Distribution Learning with Biased Annotations Assisted by Multi-Label Learning IJCAI 2025
Hybrid Local Causal Discovery IJCAI 2025
Optimal Policy Adaptation Under Covariate Shift IJCAI 2025