| Learning a Structural Causal Model for Intuition Reasoning in Conversation | May 28, 2023 | Causal DiscoveryLanguage Modelling | CodeCode Available | 1 | 5 |
| CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes | Apr 1, 2024 | Causal DiscoveryCausal Discovery in Video Reasoning | CodeCode Available | 1 | 5 |
| How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning | May 4, 2023 | ARCCausal Discovery | CodeCode Available | 1 | 5 |
| CIPCaD-Bench: Continuous Industrial Process datasets for benchmarking Causal Discovery methods | Aug 2, 2022 | BenchmarkingCausal Discovery | CodeCode Available | 1 | 5 |
| CUTS: Neural Causal Discovery from Irregular Time-Series Data | Feb 15, 2023 | Causal DiscoveryGraph Neural Network | CodeCode Available | 1 | 5 |
| Testing Conditional Independence in Supervised Learning Algorithms | Jan 28, 2019 | Causal DiscoveryModel Selection | CodeCode Available | 1 | 5 |
| CUTS+: High-dimensional Causal Discovery from Irregular Time-series | May 10, 2023 | Causal DiscoveryDecision Making | CodeCode Available | 1 | 5 |
| The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications | Dec 2, 2024 | Causal Discovery | CodeCode Available | 1 | 5 |
| Differentiable Multi-Target Causal Bayesian Experimental Design | Feb 21, 2023 | Causal DiscoveryExperimental Design | CodeCode Available | 0 | 5 |
| Discovering Causality for Efficient Cooperation in Multi-Agent Environments | Jun 20, 2023 | Causal DiscoveryMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| Differentiable Causal Discovery Under Unmeasured Confounding | Oct 14, 2020 | Causal Discovery | CodeCode Available | 0 | 5 |
| Causal Learning via Manifold Regularization | Dec 16, 2016 | Causal Discovery | CodeCode Available | 0 | 5 |
| Discovering Causal Signals in Images | May 26, 2016 | Causal Discovery | CodeCode Available | 0 | 5 |
| Causal Discovery and Optimal Experimental Design for Genome-Scale Biological Network Recovery | Apr 6, 2023 | Causal DiscoveryExperimental Design | CodeCode Available | 0 | 5 |
| Causal Discovery and Knowledge Injection for Contestable Neural Networks (with Appendices) | May 19, 2022 | Causal Discovery | CodeCode Available | 0 | 5 |
| Dependence versus Conditional Dependence in Local Causal Discovery from Gene Expression Data | Jul 28, 2014 | Causal Discovery | CodeCode Available | 0 | 5 |
| Density Ratio-based Causal Discovery from Bivariate Continuous-Discrete Data | May 13, 2025 | Causal Discovery | CodeCode Available | 0 | 5 |
| Detecting and Measuring Confounding Using Causal Mechanism Shifts | Sep 26, 2024 | Causal DiscoveryCausal Inference | CodeCode Available | 0 | 5 |
| A Conceptual Model for End-to-End Causal Discovery in Knowledge Tracing | May 11, 2023 | Causal DiscoveryKnowledge Tracing | CodeCode Available | 0 | 5 |
| Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation | May 20, 2021 | Causal DiscoveryUncertainty Quantification | CodeCode Available | 0 | 5 |
| Causal-discovery-based root-cause analysis and its application in time-series prediction error diagnosis | Nov 11, 2024 | Causal DiscoveryPrediction | CodeCode Available | 0 | 5 |
| A Conditional Independence Test in the Presence of Discretization | Apr 26, 2024 | Causal Discovery | CodeCode Available | 0 | 5 |
| Argumentative Causal Discovery | May 18, 2024 | Causal DiscoveryCausal Inference | CodeCode Available | 0 | 5 |
| Causal Discovery and Classification Using Lempel-Ziv Complexity | Nov 4, 2024 | Causal DiscoveryClassification | CodeCode Available | 0 | 5 |
| CausalLP: Learning causal relations with weighted knowledge graph link prediction | Apr 23, 2024 | Causal DiscoveryGraph Embedding | CodeCode Available | 0 | 5 |
