| Preserving Task-Relevant Information Under Linear Concept Removal | Jun 12, 2025 | Fairness | —Unverified | 0 |
| Robustly Improving LLM Fairness in Realistic Settings via Interpretability | Jun 12, 2025 | AttributeFairness | CodeCode Available | 0 |
| Size-adaptive Hypothesis Testing for Fairness | Jun 12, 2025 | Fairness | CodeCode Available | 0 |
| Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models | Jun 12, 2025 | FairnessMMLU | —Unverified | 0 |
| Towards Responsible AI: Advances in Safety, Fairness, and Accountability of Autonomous Systems | Jun 11, 2025 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| GRAIL: A Benchmark for GRaph ActIve Learning in Dynamic Sensing Environments | Jun 11, 2025 | Active LearningBenchmarking | —Unverified | 0 |
| Learning to Collaborate Over Graphs: A Selective Federated Multi-Task Learning Approach | Jun 11, 2025 | Community DetectionFairness | CodeCode Available | 0 |
| FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines | Jun 10, 2025 | Fairness | —Unverified | 0 |
| Towards Class-wise Fair Adversarial Training via Anti-Bias Soft Label Distillation | Jun 10, 2025 | Adversarial RobustnessFairness | CodeCode Available | 0 |
| Convergence of Spectral Principal Paths: How Deep Networks Distill Linear Representations from Noisy Inputs | Jun 10, 2025 | Fairness | —Unverified | 0 |
