 Uncertainty Quantification for Machine Learning in Healthcare: A SurveyACM Conference on Health, Inference, and Learning (CHIL), 2025 |
 Revisiting Essential and Nonessential Settings of Evidential Deep
LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 |
 Uncertainty Estimation by Density Aware Evidential Deep LearningInternational Conference on Machine Learning (ICML), 2024 |
 SEED: Sound Event Early Detection via Evidential UncertaintyIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 |
 Uncertainty-Aware Reliable Text ClassificationKnowledge Discovery and Data Mining (KDD), 2021 |
