| Causal Inference in Recommender Systems: A Survey and Future Directions | Aug 26, 2022 | Causal InferenceClick-Through Rate Prediction | CodeCode Available | 1 | 5 |
| Causal Modeling of Twitter Activity During COVID-19 | May 16, 2020 | Causal InferenceDescriptive | CodeCode Available | 1 | 5 |
| Adversarial Counterfactual Learning and Evaluation for Recommender System | Nov 8, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| MiranDa: Mimicking the Learning Processes of Human Doctors to Achieve Causal Inference for Medication Recommendation | Jul 23, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| A Structural Causal Model for MR Images of Multiple Sclerosis | Mar 4, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Causal Reinforcement Learning using Observational and Interventional Data | Jun 28, 2021 | Causal InferenceModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Causal Rule Ensemble: Interpretable Discovery and Inference of Heterogeneous Treatment Effects | Sep 18, 2020 | Causal InferenceEpidemiology | CodeCode Available | 1 | 5 |
| A Brief Introduction to Causal Inference in Machine Learning | May 14, 2024 | Causal InferenceOut-of-Distribution Generalization | CodeCode Available | 1 | 5 |
| A Survey of Deep Causal Models and Their Industrial Applications | Sep 19, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition | Jun 13, 2022 | Causal InferenceFault Diagnosis | CodeCode Available | 1 | 5 |
| A Survey on Causal Inference for Recommendation | Mar 21, 2023 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition | Jul 13, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Automatic Detection of Influential Actors in Disinformation Networks | May 21, 2020 | Causal Inference | CodeCode Available | 1 | 5 |
| A framework for causal segmentation analysis with machine learning in large-scale digital experiments | Nov 1, 2021 | Causal Inference | CodeCode Available | 1 | 5 |
| COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective | May 9, 2023 | Causal InferenceCoLA | CodeCode Available | 1 | 5 |
| Contextual Debiasing for Visual Recognition With Causal Mechanisms | Jan 1, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Autoregressive flow-based causal discovery and inference | Jul 18, 2020 | Causal DiscoveryCausal Inference | CodeCode Available | 1 | 5 |
| Causal Incremental Graph Convolution for Recommender System Retraining | Aug 16, 2021 | Causal InferenceRecommendation Systems | CodeCode Available | 1 | 5 |
| Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification | Aug 19, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection Bias | May 5, 2018 | Causal DiscoveryCausal Inference | CodeCode Available | 1 | 5 |
| CausalEGM: a general causal inference framework by encoding generative modeling | Dec 8, 2022 | Causal InferenceDecoder | CodeCode Available | 1 | 5 |
| A Graph Neural Network Framework for Causal Inference in Brain Networks | Oct 14, 2020 | Causal InferenceGraph Neural Network | CodeCode Available | 1 | 5 |
| Counterfactual Variable Control for Robust and Interpretable Question Answering | Oct 12, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Can Large Language Models Infer Causation from Correlation? | Jun 9, 2023 | Causal Inference | CodeCode Available | 1 | 5 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 | 5 |
