| Can Editing LLMs Inject Harm? | Jul 29, 2024 | FairnessGeneral Knowledge | CodeCode Available | 1 |
| Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium | Oct 21, 2024 | Bilevel OptimizationFairness | CodeCode Available | 1 |
| CaPC Learning: Confidential and Private Collaborative Learning | Feb 9, 2021 | FairnessFederated Learning | CodeCode Available | 1 |
| FairDiffusion: Enhancing Equity in Latent Diffusion Models via Fair Bayesian Perturbation | Dec 29, 2024 | FairnessImage Generation | CodeCode Available | 1 |
| FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning | Aug 22, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval Algorithms | Feb 17, 2025 | DiversityFairness | CodeCode Available | 1 |
| Advanced Codebook Design for SCMA-aided NTNs With Randomly Distributed Users | Apr 7, 2025 | DiversityFairness | CodeCode Available | 1 |
| FairGAN: GANs-based Fairness-aware Learning for Recommendations with Implicit Feedback | Apr 25, 2022 | Exposure FairnessFairness | CodeCode Available | 1 |
| Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information | Sep 3, 2020 | AttributeFairness | CodeCode Available | 1 |
| FAIR GPT: A virtual consultant for research data management in ChatGPT | Sep 20, 2024 | FairnessHallucination | CodeCode Available | 1 |
| CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection | Mar 2, 2025 | FairnessGraph Attention | CodeCode Available | 1 |
| fairlib: A Unified Framework for Assessing and Improving Classification Fairness | May 4, 2022 | ClassificationFairness | CodeCode Available | 1 |
| Fair Mixup: Fairness via Interpolation | Mar 11, 2021 | Data AugmentationFairness | CodeCode Available | 1 |
| Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin Tone | Jul 15, 2025 | Fairness | CodeCode Available | 1 |
| Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs | Nov 8, 2023 | FairnessMath | CodeCode Available | 1 |
| Bias Propagation in Federated Learning | Sep 5, 2023 | FairnessFederated Learning | CodeCode Available | 1 |
| Bias in Machine Learning Software: Why? How? What to do? | May 25, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks | May 8, 2020 | ClusteringFairness | CodeCode Available | 1 |
| BiasPruner: Debiased Continual Learning for Medical Image Classification | Jul 11, 2024 | ClassificationContinual Learning | CodeCode Available | 1 |
| Can Active Learning Preemptively Mitigate Fairness Issues? | Apr 14, 2021 | Active LearningFairness | CodeCode Available | 1 |
| A comparative study of fairness-enhancing interventions in machine learning | Feb 13, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Fairness in Credit Scoring: Assessment, Implementation and Profit Implications | Mar 2, 2021 | Decision MakingFairness | CodeCode Available | 1 |
| Fairness Reprogramming | Sep 21, 2022 | Fairness | CodeCode Available | 1 |
| Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs | Feb 4, 2025 | 16kDescriptive | CodeCode Available | 1 |
| Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color | Sep 10, 2023 | FairnessGender Classification | CodeCode Available | 1 |
