| Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time | Mar 27, 2024 | Fairness | CodeCode Available | 1 |
| An Approach to Ensure Fairness in News Articles | Jul 8, 2022 | ArticlesFairness | CodeCode Available | 1 |
| MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens | Jun 21, 2024 | 4kFairness | CodeCode Available | 1 |
| Membership Inference Attacks on Machine Learning: A Survey | Mar 14, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Minimax Pareto Fairness: A Multi Objective Perspective | Nov 3, 2020 | ClassificationFairness | 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 |
| Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative | Oct 7, 2022 | Contrastive LearningFairness | CodeCode Available | 1 |
| MoCA: Memory-Centric, Adaptive Execution for Multi-Tenant Deep Neural Networks | May 10, 2023 | Fairness | CodeCode Available | 1 |
| AutoBalance: Optimized Loss Functions for Imbalanced Data | Jan 4, 2022 | Data AugmentationFairness | CodeCode Available | 1 |
| Language Model Alignment in Multilingual Trolley Problems | Jul 2, 2024 | Decision MakingEthics | CodeCode Available | 1 |
| A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges | Oct 21, 2022 | BenchmarkingCommunity Detection | CodeCode Available | 1 |
| Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator | Dec 13, 2022 | AutoMLFairness | CodeCode Available | 1 |
| An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction | Jul 20, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| MusicLIME: Explainable Multimodal Music Understanding | Sep 16, 2024 | Decision MakingFairness | CodeCode Available | 1 |
| Advanced Codebook Design for SCMA-aided NTNs With Randomly Distributed Users | Apr 7, 2025 | DiversityFairness | CodeCode Available | 1 |
| FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking | Apr 4, 2020 | FairnessMulti-Object Tracking | CodeCode Available | 1 |
| A survey on datasets for fairness-aware machine learning | Oct 1, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| On the Fairness of Causal Algorithmic Recourse | Oct 13, 2020 | counterfactualFairness | CodeCode Available | 1 |
| OpenBias: Open-set Bias Detection in Text-to-Image Generative Models | Apr 11, 2024 | Bias DetectionFairness | CodeCode Available | 1 |
| OpenGT: A Comprehensive Benchmark For Graph Transformers | Jun 5, 2025 | Fairness | CodeCode Available | 1 |
| OpenXAI: Towards a Transparent Evaluation of Model Explanations | Jun 22, 2022 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| A Unified Post-Processing Framework for Group Fairness in Classification | May 7, 2024 | AttributeFairness | CodeCode Available | 1 |
| Attack of the Tails: Yes, You Really Can Backdoor Federated Learning | Jul 9, 2020 | FairnessFederated Learning | CodeCode Available | 1 |
| PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labels | Sep 8, 2024 | Fairnessimage-classification | CodeCode Available | 1 |
| A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics | Oct 9, 2023 | EthicsFairness | CodeCode Available | 1 |
| 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 |
