| Robust sleep stage classification with single-channel EEG signals using multimodal decomposition and HMM-based refinement D Jiang, Y Lu, MA Yu, W Yuanyuan Expert Systems with Applications 121, 188-203, 2019 | 150 | 2019 |
| MSS U-Net: 3D segmentation of kidneys and tumors from CT images with a multi-scale supervised U-Net W Zhao, D Jiang, JP Queralta, T Westerlund Informatics in Medicine Unlocked 19, 100357, 2020 | 71 | 2020 |
| Revisiting flow generative models for out-of-distribution detection D Jiang, S Sun, Y Yu International Conference on Learning Representations (ICLR), 2022 | 31 | 2022 |
| Sleep stage classification using covariance features of multi-channel physiological signals on Riemannian manifolds D Jiang, MA Yu, W Yuanyuan Computer Methods and Programs in Biomedicine 178, 19-30, 2019 | 28 | 2019 |
| SpindleU-Net: An adaptive u-net framework for sleep spindle detection in single-channel EEG J You, D Jiang, Y Ma, Y Wang IEEE transactions on neural systems and rehabilitation engineering 29, 1614-1623, 2021 | 20 | 2021 |
| A robust two-stage sleep spindle detection approach using single-channel EEG D Jiang, Y Ma, Y Wang Journal of Neural Engineering 18 (2), 026026, 2021 | 15 | 2021 |
| A multi-scale parallel convolutional neural network for automatic sleep apnea detection using single-channel EEG signals D Jiang, Y Ma, Y Wang 2018 11th International Congress on Image and Signal Processing, BioMedical …, 2018 | 14 | 2018 |
| DP-VAE: Differentially Private Pre-trained Variational Autoencoders D Jiang, G Zhang, M Karami, X Chen, Y Shao, Y Yu arXiv preprint arXiv:2208.03409, 2022 | 8 | 2022 |
| CM-GAN: Stabilizing GAN Training with Consistency Models H Lu, Y Lu, D Jiang, SR Szabados, S Sun, Y Yu ICML workshop on Structured Probabilistic Inference & Generative Modeling, 2023 | 3 | 2023 |
| Functional Renyi Differential Privacy for Generative Modeling D Jiang, S Sun, Y Yu Advances in Neural Information Processing Systems (NeurIPS), 2023 | 1 | 2023 |
| DP-LFlow: Differentially Private Latent Flow for Scalable Sensitive Image Generation D Jiang, S Sun Transactions on Machine Learning Research, 2023 | 1 | 2023 |
| Conditional Generative Quantile Networks via Optimal Transport J Sun, D Jiang, Y Yu ICLR Workshop on Deep Generative Models for Highly Structured Data, 2022 | | 2022 |
