| CausalBench: A Large-scale Benchmark for Network Inference from Single-cell Perturbation Data | Oct 31, 2022 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| 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 |
| How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning | May 4, 2023 | ARCCausal Discovery | CodeCode Available | 1 |
| A Scoping Review of Earth Observation and Machine Learning for Causal Inference: Implications for the Geography of Poverty | May 30, 2024 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Causal Discovery via Bayesian Optimization | Jan 25, 2025 | Bayesian OptimizationCausal Discovery | CodeCode Available | 1 |
| CUTS+: High-dimensional Causal Discovery from Irregular Time-series | May 10, 2023 | Causal DiscoveryDecision Making | CodeCode Available | 1 |
| Large-Scale Differentiable Causal Discovery of Factor Graphs | Jun 15, 2022 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Root Cause Analysis In Microservice Using Neural Granger Causal Discovery | Feb 2, 2024 | Causal DiscoveryContrastive Learning | CodeCode Available | 1 |
| Causal Discovery by Kernel Deviance Measures with Heterogeneous Transforms | Jan 31, 2024 | Causal Discovery | —Unverified | 0 |
| ASP-based Discovery of Semi-Markovian Causal Models under Weaker Assumptions | Jun 6, 2019 | Causal Discovery | —Unverified | 0 |
| Causal Discovery in a Binary Exclusive-or Skew Acyclic Model: BExSAM | Jan 22, 2014 | Causal Discovery | —Unverified | 0 |
| A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery | Oct 8, 2024 | Causal Discovery | —Unverified | 0 |
| Causal discovery in a complex industrial system: A time series benchmark | Oct 28, 2023 | Causal DiscoveryTime Series | —Unverified | 0 |
| Causal discovery in deterministic discrete LTI-DAE systems | Jun 25, 2025 | Causal Discovery | —Unverified | 0 |
| A Kernel Embedding-based Approach for Nonstationary Causal Model Inference | Sep 23, 2018 | Causal Discovery | —Unverified | 0 |
| A Single Iterative Step for Anytime Causal Discovery | Dec 14, 2020 | Causal DiscoverySelection bias | —Unverified | 0 |
| Causal Discovery from Subsampled Time Series Data by Constraint Optimization | Feb 25, 2016 | Causal DiscoveryTime Series | —Unverified | 0 |
| Causal Discovery and Inference towards Urban Elements and Associated Factors | Mar 9, 2025 | Causal Discovery | —Unverified | 0 |
| Causal Discovery from Heterogeneous/Nonstationary Data with Independent Changes | Mar 5, 2019 | Causal Discovery | —Unverified | 0 |
| Causal Discovery and Prediction: Methods and Algorithms | Sep 18, 2023 | Active LearningCausal Discovery | —Unverified | 0 |
| A Sound and Complete Algorithm for Learning Causal Models from Relational Data | Sep 26, 2013 | Causal Discovery | —Unverified | 0 |
| Causal Discovery by Interventions via Integer Programming | Dec 2, 2024 | Causal Discovery | —Unverified | 0 |
| Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models | May 26, 2019 | Bayesian InferenceCausal Discovery | —Unverified | 0 |
| Causal Discovery by Kernel Intrinsic Invariance Measure | Sep 2, 2019 | Causal Discovery | —Unverified | 0 |
| Causal Discovery and Counterfactual Reasoning to Optimize Persuasive Dialogue Policies | Mar 19, 2025 | Causal Discoverycounterfactual | —Unverified | 0 |
