| 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 |
