| Multi-Stream Transmission in Cell-Free MIMO Networks with Coherent AP Clustering | Apr 14, 2025 | Fairness | —Unverified | 0 |
| Towards Unbiased Federated Graph Learning: Label and Topology Perspectives | Apr 14, 2025 | FairnessGraph Learning | —Unverified | 0 |
| Diversity-Fair Online Selection | Apr 14, 2025 | AttributeDiversity | —Unverified | 0 |
| FairACE: Achieving Degree Fairness in Graph Neural Networks via Contrastive and Adversarial Group-Balanced Training | Apr 12, 2025 | Contrastive LearningFairness | —Unverified | 0 |
| The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented Generation | Apr 11, 2025 | FairnessHallucination | CodeCode Available | 0 |
| Beyond Global Metrics: A Fairness Analysis for Interpretable Voice Disorder Detection Systems | Apr 11, 2025 | Fairness | —Unverified | 0 |
| seeBias: A Comprehensive Tool for Assessing and Visualizing AI Fairness | Apr 11, 2025 | Fairness | CodeCode Available | 0 |
| MALIBU Benchmark: Multi-Agent LLM Implicit Bias Uncovered | Apr 10, 2025 | Fairness | —Unverified | 0 |
| Adaptive Bounded Exploration and Intermediate Actions for Data Debiasing | Apr 10, 2025 | Fairness | CodeCode Available | 0 |
| FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair | Apr 10, 2025 | Conformal PredictionFairness | —Unverified | 0 |
| Model Utility Law: Evaluating LLMs beyond Performance through Mechanism Interpretable Metric | Apr 10, 2025 | FairnessLarge Language Model | CodeCode Available | 1 |
| Enhancements for Developing a Comprehensive AI Fairness Assessment Standard | Apr 10, 2025 | Decision MakingFairness | —Unverified | 0 |
| Benchmarking Adversarial Robustness to Bias Elicitation in Large Language Models: Scalable Automated Assessment with LLM-as-a-Judge | Apr 10, 2025 | Adversarial RobustnessBenchmarking | CodeCode Available | 0 |
| FairEval: Evaluating Fairness in LLM-Based Recommendations with Personality Awareness | Apr 10, 2025 | FairnessRecommendation Systems | —Unverified | 0 |
| Trustworthy AI Must Account for Intersectionality | Apr 9, 2025 | FairnessPosition | —Unverified | 0 |
| Deep Fair Learning: A Unified Framework for Fine-tuning Representations with Sufficient Networks | Apr 8, 2025 | Dimensionality ReductionFairness | —Unverified | 0 |
| Reasoning Towards Fairness: Mitigating Bias in Language Models through Reasoning-Guided Fine-Tuning | Apr 8, 2025 | Fairness | CodeCode Available | 0 |
| On the merit principle in strategic exchange | Apr 8, 2025 | Fairness | —Unverified | 0 |
| Uncovering Fairness through Data Complexity as an Early Indicator | Apr 8, 2025 | Fairness | —Unverified | 0 |
| Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language Models | Apr 7, 2025 | Dialogue EvaluationFairness | CodeCode Available | 2 |
| Investigating Popularity Bias Amplification in Recommender Systems Employed in the Entertainment Domain | Apr 7, 2025 | FairnessRecommendation Systems | —Unverified | 0 |
| From Fairness to Truthfulness: Rethinking Data Valuation Design | Apr 7, 2025 | Data ValuationFairness | —Unverified | 0 |
| Advanced Codebook Design for SCMA-aided NTNs With Randomly Distributed Users | Apr 7, 2025 | DiversityFairness | CodeCode Available | 1 |
| HypRL: Reinforcement Learning of Control Policies for Hyperproperties | Apr 7, 2025 | FairnessMulti-agent Reinforcement Learning | —Unverified | 0 |
| Measuring the right thing: justifying metrics in AI impact assessments | Apr 7, 2025 | Fairness | —Unverified | 0 |
