| Model Utility Law: Evaluating LLMs beyond Performance through Mechanism Interpretable Metric | Apr 10, 2025 | FairnessLarge Language Model | CodeCode Available | 1 |
| Advanced Codebook Design for SCMA-aided NTNs With Randomly Distributed Users | Apr 7, 2025 | DiversityFairness | CodeCode Available | 1 |
| A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal Control | Mar 30, 2025 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Fair Federated Medical Image Classification Against Quality Shift via Inter-Client Progressive State Matching | Mar 12, 2025 | FairnessFederated Learning | CodeCode Available | 1 |
| Process-Supervised LLM Recommenders via Flow-guided Tuning | Mar 10, 2025 | DiversityFairness | CodeCode Available | 1 |
| AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data | Mar 7, 2025 | DiversityFairness | CodeCode Available | 1 |
| CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection | Mar 2, 2025 | FairnessGraph Attention | CodeCode Available | 1 |
| FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval Algorithms | Feb 17, 2025 | DiversityFairness | CodeCode Available | 1 |
| Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs | Feb 4, 2025 | 16kDescriptive | CodeCode Available | 1 |
| T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation | Jan 22, 2025 | FairnessImage Generation | CodeCode Available | 1 |
| Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations | Jan 21, 2025 | counterfactualFairness | CodeCode Available | 1 |
| FaceXBench: Evaluating Multimodal LLMs on Face Understanding | Jan 17, 2025 | FairnessMultiple-choice | CodeCode Available | 1 |
| ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark | Jan 9, 2025 | FairnessHallucination | CodeCode Available | 1 |
| FairDiffusion: Enhancing Equity in Latent Diffusion Models via Fair Bayesian Perturbation | Dec 29, 2024 | FairnessImage Generation | CodeCode Available | 1 |
| IUST_PersonReId: A New Domain in Person Re-Identification Datasets | Dec 25, 2024 | FairnessPerson Re-Identification | CodeCode Available | 1 |
| SPRec: Leveraging Self-Play to Debias Preference Alignment for Large Language Model-based Recommendations | Dec 12, 2024 | FairnessLanguage Modeling | CodeCode Available | 1 |
| Scalable Multi-Objective Reinforcement Learning with Fairness Guarantees using Lorenz Dominance | Nov 27, 2024 | FairnessMulti-Objective Reinforcement Learning | CodeCode Available | 1 |
| Semantic-Aware Resource Management for C-V2X Platooning via Multi-Agent Reinforcement Learning | Nov 7, 2024 | Decision MakingFairness | CodeCode Available | 1 |
| SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents | Nov 5, 2024 | DiversityFairness | CodeCode Available | 1 |
| Demystifying Large Language Models for Medicine: A Primer | Oct 24, 2024 | FairnessPrompt Engineering | CodeCode Available | 1 |
| MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models | Oct 23, 2024 | AttributeFairness | CodeCode Available | 1 |
| Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium | Oct 21, 2024 | Bilevel OptimizationFairness | CodeCode Available | 1 |
| Cooperation and Fairness in Multi-Agent Reinforcement Learning | Oct 19, 2024 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation | Oct 16, 2024 | BenchmarkingFairness | CodeCode Available | 1 |
| Neural Reasoning Networks: Efficient Interpretable Neural Networks With Automatic Textual Explanations | Oct 10, 2024 | FairnessFeature Importance | CodeCode Available | 1 |
