| PiML Toolbox for Interpretable Machine Learning Model Development and Diagnostics | May 7, 2023 | FairnessInterpretable Machine Learning | CodeCode Available | 3 |
| FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning | May 15, 2022 | FairnessSemi-Supervised Image Classification | CodeCode Available | 3 |
| Multi-objective Asynchronous Successive Halving | Jun 23, 2021 | FairnessHyperparameter Optimization | CodeCode Available | 3 |
| CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive Programming | May 19, 2025 | FairnessLarge Language Model | CodeCode Available | 2 |
| TetWeave: Isosurface Extraction using On-The-Fly Delaunay Tetrahedral Grids for Gradient-Based Mesh Optimization | May 7, 2025 | 3D ReconstructionFairness | CodeCode Available | 2 |
| Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language Models | Apr 7, 2025 | Dialogue EvaluationFairness | CodeCode Available | 2 |
| Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey | Feb 8, 2025 | FairnessRAG | CodeCode Available | 2 |
| AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving | Dec 19, 2024 | Autonomous DrivingBenchmarking | CodeCode Available | 2 |
| A Comprehensive Guide to Explainable AI: From Classical Models to LLMs | Dec 1, 2024 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| Multi-Agent Large Language Models for Conversational Task-Solving | Oct 30, 2024 | FairnessQuestion Answering | CodeCode Available | 2 |
| On the State of NLP Approaches to Modeling Depression in Social Media: A Post-COVID-19 Outlook | Oct 11, 2024 | EthicsFairness | CodeCode Available | 2 |
| COMPL-AI Framework: A Technical Interpretation and LLM Benchmarking Suite for the EU Artificial Intelligence Act | Oct 10, 2024 | BenchmarkingFairness | CodeCode Available | 2 |
| LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models | Sep 30, 2024 | Fairness | CodeCode Available | 2 |
| LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch | Sep 4, 2024 | Evolutionary AlgorithmsFairness | CodeCode Available | 2 |
| Towards AI-Powered Video Assistant Referee System (VARS) for Association Football | Jul 17, 2024 | Fairness | CodeCode Available | 2 |
| FairDiff: Fair Segmentation with Point-Image Diffusion | Jul 8, 2024 | FairnessImage Generation | CodeCode Available | 2 |
| FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models | Jul 1, 2024 | BenchmarkingFairness | CodeCode Available | 2 |
| TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning | Jun 21, 2024 | FairnessGeographic Question Answering | CodeCode Available | 2 |
| CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models | Jun 10, 2024 | Fairness | CodeCode Available | 2 |
| AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark | Jun 2, 2024 | Face SwappingFairness | CodeCode Available | 2 |
| 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 |
| FreeVA: Offline MLLM as Training-Free Video Assistant | May 13, 2024 | FairnessQuestion Answering | CodeCode Available | 2 |
| Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era | Apr 17, 2024 | FairnessInformation Retrieval | CodeCode Available | 2 |
| FairCLIP: Harnessing Fairness in Vision-Language Learning | Mar 29, 2024 | Fairness | CodeCode Available | 2 |
| Debiasing Multimodal Large Language Models | Mar 8, 2024 | FairnessQuestion Answering | CodeCode Available | 2 |
