| Data Model Design for Explainable Machine Learning-based Electricity Applications | May 29, 2025 | Feature ImportanceInterpretable Machine Learning | —Unverified | 0 |
| Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG | May 29, 2025 | EEGFeature Importance | —Unverified | 0 |
| Response Uncertainty and Probe Modeling: Two Sides of the Same Coin in LLM Interpretability? | May 24, 2025 | Feature Importance | —Unverified | 0 |
| A Multi-Head Attention Soft Random Forest for Interpretable Patient No-Show Prediction | May 22, 2025 | Feature Importance | —Unverified | 0 |
| EPIC: Explanation of Pretrained Image Classification Networks via Prototype | May 19, 2025 | Feature Importanceimage-classification | CodeCode Available | 0 |
| Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals | May 19, 2025 | AttributeConformal Prediction | —Unverified | 0 |
| FRAME-C: A knowledge-augmented deep learning pipeline for classifying multi-electrode array electrophysiological signals | May 18, 2025 | Deep LearningFeature Importance | —Unverified | 0 |
| FairSHAP: Preprocessing for Fairness Through Attribution-Based Data Augmentation | May 16, 2025 | Data AugmentationFairness | CodeCode Available | 0 |
| Semantically-Aware Game Image Quality Assessment | May 16, 2025 | Feature ImportanceImage Quality Assessment | —Unverified | 0 |
| QuXAI: Explainers for Hybrid Quantum Machine Learning Models | May 15, 2025 | Feature ImportanceQuantum Machine Learning | CodeCode Available | 0 |
