| Personalized Federated Learning through Local Memorization | Nov 17, 2021 | Binary ClassificationFairness | CodeCode Available | 1 |
| Astraea: Grammar-based Fairness Testing | Oct 6, 2020 | FairnessFault Diagnosis | CodeCode Available | 1 |
| Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning | Aug 27, 2020 | Deep LearningFairness | CodeCode Available | 1 |
| PreferenceNet: Encoding Human Preferences in Auction Design with Deep Learning | Jun 6, 2021 | Deep LearningDiversity | CodeCode Available | 1 |
| A Survey on Data Quality Dimensions and Tools for Machine Learning | Jun 28, 2024 | FairnessSurvey | CodeCode Available | 1 |
| Can Editing LLMs Inject Harm? | Jul 29, 2024 | FairnessGeneral Knowledge | CodeCode Available | 1 |
| Promoting Fairness through Hyperparameter Optimization | Mar 23, 2021 | FairnessFraud Detection | CodeCode Available | 1 |
| Adversarial Attacks on Fairness of Graph Neural Networks | Oct 20, 2023 | Fairness | CodeCode Available | 1 |
| Pros and Cons of GAN Evaluation Measures: New Developments | Mar 17, 2021 | Fairness | CodeCode Available | 1 |
| A Closer Look at AUROC and AUPRC under Class Imbalance | Jan 11, 2024 | Binary ClassificationFairness | CodeCode Available | 1 |
| pysentimiento: A Python Toolkit for Opinion Mining and Social NLP tasks | Jun 17, 2021 | FairnessOpinion Mining | CodeCode Available | 1 |
| Cooperation and Fairness in Multi-Agent Reinforcement Learning | Oct 19, 2024 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| FaceXBench: Evaluating Multimodal LLMs on Face Understanding | Jan 17, 2025 | FairnessMultiple-choice | CodeCode Available | 1 |
| A Closer Look at the Intervention Procedure of Concept Bottleneck Models | Feb 28, 2023 | Fairness | CodeCode Available | 1 |
| Refining Language Models with Compositional Explanations | Mar 18, 2021 | FairnessLanguage Modelling | CodeCode Available | 1 |
| Going Beyond Classification Accuracy Metrics in Model Compression | Dec 3, 2020 | ClassificationEdge-computing | CodeCode Available | 1 |
| Removing Biases from Molecular Representations via Information Maximization | Dec 1, 2023 | FairnessMolecular Property Prediction | CodeCode Available | 1 |
| A comparative study of fairness-enhancing interventions in machine learning | Feb 13, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| An Introduction to Deep Survival Analysis Models for Predicting Time-to-Event Outcomes | Oct 1, 2024 | FairnessSurvival Analysis | CodeCode Available | 1 |
| Rethinking Fair Graph Neural Networks from Re-balancing | Jul 16, 2024 | counterfactualFairness | CodeCode Available | 1 |
| Rethinking Knowledge Graph Evaluation Under the Open-World Assumption | Sep 19, 2022 | FairnessKnowledge Graph Completion | CodeCode Available | 1 |
| RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation | Aug 12, 2022 | Fairness | 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 |
| Scalable Multi-Objective Reinforcement Learning with Fairness Guarantees using Lorenz Dominance | Nov 27, 2024 | FairnessMulti-Objective Reinforcement Learning | CodeCode Available | 1 |
| Joint Trajectory and Passive Beamforming Design for Intelligent Reflecting Surface-Aided UAV Communications: A Deep Reinforcement Learning Approach | Jul 16, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 |
