| Preserving Fairness Generalization in Deepfake Detection | Feb 27, 2024 | DeepFake DetectionDisentanglement | CodeCode Available | 2 |
| Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth | Feb 12, 2024 | counterfactualDecision Making | CodeCode Available | 2 |
| Large Language Models are Geographically Biased | Feb 5, 2024 | Fairness | CodeCode Available | 2 |
| Graph Condensation: A Survey | Jan 22, 2024 | FairnessGraph Generation | CodeCode Available | 2 |
| MVBench: A Comprehensive Multi-modal Video Understanding Benchmark | Nov 28, 2023 | 3D Question Answering (3D-QA)Diagnostic | CodeCode Available | 2 |
| Adversarial attacks and defenses in explainable artificial intelligence: A survey | Jun 6, 2023 | Decision MakingExplainable artificial intelligence | CodeCode Available | 2 |
| LEACE: Perfect linear concept erasure in closed form | Jun 6, 2023 | FairnessForm | CodeCode Available | 2 |
| Coswara: A respiratory sounds and symptoms dataset for remote screening of SARS-CoV-2 infection | May 22, 2023 | Fairness | CodeCode Available | 2 |
| Counterfactual Learning on Graphs: A Survey | Apr 3, 2023 | counterfactualFairness | CodeCode Available | 2 |
| Synthcity: facilitating innovative use cases of synthetic data in different data modalities | Jan 18, 2023 | FairnessIrregular Time Series | CodeCode Available | 2 |
| Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation | Nov 24, 2022 | FairnessFraud Detection | CodeCode Available | 2 |
| Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation | Oct 13, 2022 | Fairness | CodeCode Available | 2 |
| Perturbation Augmentation for Fairer NLP | May 25, 2022 | Fairness | CodeCode Available | 2 |
| Balanced MSE for Imbalanced Visual Regression | Mar 30, 2022 | Age EstimationFairness | CodeCode Available | 2 |
| Dawn of the transformer era in speech emotion recognition: closing the valence gap | Mar 14, 2022 | Cross-corpusEmotion Recognition | CodeCode Available | 2 |
| Quantifying Memorization Across Neural Language Models | Feb 15, 2022 | FairnessMemorization | CodeCode Available | 2 |
| CLAIMED, a visual and scalable component library for Trusted AI | Mar 4, 2021 | Adversarial RobustnessFairness | CodeCode Available | 2 |
| A Prescription of Methodological Guidelines for Comparing Bio-inspired Optimization Algorithms | Apr 19, 2020 | Fairness | CodeCode Available | 2 |
| Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin Tone | Jul 15, 2025 | Fairness | CodeCode Available | 1 |
| Datasets for Fairness in Language Models: An In-Depth Survey | Jun 29, 2025 | Fairness | CodeCode Available | 1 |
| OpenGT: A Comprehensive Benchmark For Graph Transformers | Jun 5, 2025 | Fairness | CodeCode Available | 1 |
| Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey | May 21, 2025 | FairnessSurvey | CodeCode Available | 1 |
| SAKURA: On the Multi-hop Reasoning of Large Audio-Language Models Based on Speech and Audio Information | May 19, 2025 | FairnessMultimodal Reasoning | CodeCode Available | 1 |
| Must Read: A Systematic Survey of Computational Persuasion | May 12, 2025 | FairnessMarketing | CodeCode Available | 1 |
| Mitigating Degree Bias in Graph Representation Learning with Learnable Structural Augmentation and Structural Self-Attention | Apr 21, 2025 | FairnessGraph Representation Learning | CodeCode Available | 1 |
