| FastSwitch: Optimizing Context Switching Efficiency in Fairness-aware Large Language Model Serving | Nov 27, 2024 | FairnessGPU | CodeCode Available | 7 | 5 |
| h2oGPT: Democratizing Large Language Models | Jun 13, 2023 | ChatbotFairness | CodeCode Available | 6 | 5 |
| Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution | Jul 12, 2023 | FairnessImage Classification | CodeCode Available | 6 | 5 |
| Visual Identification of Problematic Bias in Large Label Spaces | Jan 17, 2022 | Fairness | CodeCode Available | 5 | 5 |
| Data quality dimensions for fair AI | May 11, 2023 | ClassificationFairness | CodeCode Available | 4 | 5 |
| A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges | Jan 4, 2025 | FairnessHallucination | CodeCode Available | 4 | 5 |
| Continual Learning with Pre-Trained Models: A Survey | Jan 29, 2024 | Continual LearningFairness | CodeCode Available | 4 | 5 |
| ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models | Apr 19, 2022 | FairnessFew-Shot Image Classification | CodeCode Available | 4 | 5 |
| Aequitas Flow: Streamlining Fair ML Experimentation | May 9, 2024 | BenchmarkingFairness | CodeCode Available | 4 | 5 |
| Fairness Implications of Encoding Protected Categorical Attributes | Jan 27, 2022 | FairnessFeature Engineering | CodeCode Available | 4 | 5 |
| TrustLLM: Trustworthiness in Large Language Models | Jan 10, 2024 | EthicsFairness | CodeCode Available | 4 | 5 |
| Holistic Evaluation of Language Models | Nov 16, 2022 | FairnessQuestion Answering | CodeCode Available | 4 | 5 |
| Kubric: A scalable dataset generator | Mar 7, 2022 | FairnessNeRF | CodeCode Available | 4 | 5 |
| GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning | Aug 20, 2023 | FairnessFederated Learning | CodeCode Available | 4 | 5 |
| Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment | Jan 16, 2025 | Causal Inferencecounterfactual | CodeCode Available | 4 | 5 |
| RecBole 2.0: Towards a More Up-to-Date Recommendation Library | Jun 15, 2022 | BenchmarkingData Augmentation | CodeCode Available | 4 | 5 |
| TabularARGN: A Flexible and Efficient Auto-Regressive Framework for Generating High-Fidelity Synthetic Data | Jan 21, 2025 | FairnessImputation | CodeCode Available | 4 | 5 |
| FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning | May 15, 2022 | FairnessSemi-Supervised Image Classification | CodeCode Available | 3 | 5 |
| Multi-objective Asynchronous Successive Halving | Jun 23, 2021 | FairnessHyperparameter Optimization | CodeCode Available | 3 | 5 |
| LangFair: A Python Package for Assessing Bias and Fairness in Large Language Model Use Cases | Jan 6, 2025 | FairnessLanguage Modeling | CodeCode Available | 3 | 5 |
| Fairness in Serving Large Language Models | Dec 31, 2023 | FairnessScheduling | CodeCode Available | 3 | 5 |
| An Actionable Framework for Assessing Bias and Fairness in Large Language Model Use Cases | Jul 15, 2024 | Attributecounterfactual | CodeCode Available | 3 | 5 |
| AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models | May 22, 2025 | BenchmarkingFairness | CodeCode Available | 3 | 5 |
| Theoretically Achieving Continuous Representation of Oriented Bounding Boxes | Feb 29, 2024 | Fairnessobject-detection | CodeCode Available | 3 | 5 |
| CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph | Jun 16, 2024 | Drug DesignFairness | CodeCode Available | 3 | 5 |
| Calibre: Towards Fair and Accurate Personalized Federated Learning with Self-Supervised Learning | Dec 28, 2024 | FairnessFederated Learning | CodeCode Available | 3 | 5 |
| A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation | Jan 22, 2024 | BenchmarkingDiagnostic | CodeCode Available | 3 | 5 |
| PiML Toolbox for Interpretable Machine Learning Model Development and Diagnostics | May 7, 2023 | FairnessInterpretable Machine Learning | CodeCode Available | 3 | 5 |
| LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models | Sep 30, 2024 | Fairness | CodeCode Available | 2 | 5 |
| LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch | Sep 4, 2024 | Evolutionary AlgorithmsFairness | CodeCode Available | 2 | 5 |
| Large Language Models are Geographically Biased | Feb 5, 2024 | Fairness | CodeCode Available | 2 | 5 |
| Balanced MSE for Imbalanced Visual Regression | Mar 30, 2022 | Age EstimationFairness | CodeCode Available | 2 | 5 |
| LEACE: Perfect linear concept erasure in closed form | Jun 6, 2023 | FairnessForm | CodeCode Available | 2 | 5 |
| Multi-Agent Large Language Models for Conversational Task-Solving | Oct 30, 2024 | FairnessQuestion Answering | CodeCode Available | 2 | 5 |
| A Comprehensive Guide to Explainable AI: From Classical Models to LLMs | Dec 1, 2024 | Causal Inferencecounterfactual | CodeCode Available | 2 | 5 |
| Graph Condensation: A Survey | Jan 22, 2024 | FairnessGraph Generation | CodeCode Available | 2 | 5 |
| AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving | Dec 19, 2024 | Autonomous DrivingBenchmarking | CodeCode Available | 2 | 5 |
| FreeVA: Offline MLLM as Training-Free Video Assistant | May 13, 2024 | FairnessQuestion Answering | CodeCode Available | 2 | 5 |
| A Prescription of Methodological Guidelines for Comparing Bio-inspired Optimization Algorithms | Apr 19, 2020 | Fairness | CodeCode Available | 2 | 5 |
| FairCLIP: Harnessing Fairness in Vision-Language Learning | Mar 29, 2024 | Fairness | CodeCode Available | 2 | 5 |
| FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models | Jul 1, 2024 | BenchmarkingFairness | CodeCode Available | 2 | 5 |
| Debiasing Multimodal Large Language Models | Mar 8, 2024 | FairnessQuestion Answering | CodeCode Available | 2 | 5 |
| Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation | Oct 13, 2022 | Fairness | CodeCode Available | 2 | 5 |
| FairDiff: Fair Segmentation with Point-Image Diffusion | Jul 8, 2024 | FairnessImage Generation | CodeCode Available | 2 | 5 |
| Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth | Feb 12, 2024 | counterfactualDecision Making | CodeCode Available | 2 | 5 |
| CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive Programming | May 19, 2025 | FairnessLarge Language Model | CodeCode Available | 2 | 5 |
| Dawn of the transformer era in speech emotion recognition: closing the valence gap | Mar 14, 2022 | Cross-corpusEmotion Recognition | CodeCode Available | 2 | 5 |
| COMPL-AI Framework: A Technical Interpretation and LLM Benchmarking Suite for the EU Artificial Intelligence Act | Oct 10, 2024 | BenchmarkingFairness | CodeCode Available | 2 | 5 |
| AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark | Jun 2, 2024 | Face SwappingFairness | CodeCode Available | 2 | 5 |
| CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats | May 29, 2024 | De-identificationFairness | CodeCode Available | 2 | 5 |
