| Few-shot semantic segmentation with prototype learning N Dong, EP Xing British Machine Vision Conference, 2018 | 561 | 2018 |
| Edge computing with artificial intelligence: A machine learning perspective H Hua, Y Li, T Wang, N Dong, W Li, J Cao ACM Computing Surveys 55 (9), 1-35, 2022 | 310 | 2022 |
| Scan: Structure correcting adversarial network for organ segmentation in chest x-rays W Dai, N Dong, Z Wang, X Liang, H Zhang, EP Xing Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018 | 288 | 2018 |
| Data-driven Dynamical Control for Bottom-up Energy Internet System H Hua, Z Qin, N Dong, Y Qin, M Ye, Z Wang, X Chen, J Cao IEEE Transactions on Sustainable Energy 13 (1), 315-327, 2022 | 121 | 2022 |
| Unsupervised domain adaptation for automatic estimation of cardiothoracic ratio N Dong, M Kampffmeyer, X Liang, Z Wang, W Dai, E Xing International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 115 | 2018 |
| Toward Understanding the Impact of Staleness in Distributed Machine Learning W Dai, Y Zhou, N Dong, H Zhang, E Xing International Conference on Learning Representations, 2019 | 96 | 2019 |
| ConnNet: A long-range relation-aware pixel-connectivity network for salient segmentation M Kampffmeyer, N Dong, X Liang, Y Zhang, EP Xing IEEE Transactions on Image Processing 28 (5), 2518-2529, 2018 | 75 | 2018 |
| Federated Contrastive Learning for Decentralized Unlabeled Medical Images N Dong, I Voiculescu International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 65 | 2021 |
| Domain Adaption in One-Shot Learning N Dong, EP Xing European Conference on Machine Learning, 573-588, 2018 | 53 | 2018 |
| Neural architecture search for adversarial medical image segmentation N Dong, M Xu, X Liang, Y Jiang, W Dai, E Xing International Conference on Medical Image Computing and Computer Assisted …, 2019 | 47 | 2019 |
| Classification of breast cancer histopathological images using convolutional neural networks with hierarchical loss and global pooling Z Wang, N Dong, W Dai, SD Rosario, EP Xing International Conference on Image Analysis and Recognition, 745-753, 2018 | 47 | 2018 |
| Reinforced Auto-Zoom Net: Towards Accurate and Fast Breast Cancer Segmentation in Whole-Slide Images N Dong, M Kampffmeyer, X Liang, Z Wang, W Dai, E Xing Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018 | 46 | 2018 |
| Ellipse detection of optic disc-and-cup boundary in fundus images Z Wang, N Dong, SD Rosario, M Xu, P Xie, EP Xing IEEE International Symposium on Biomedical Imaging, 601-604, 2019 | 35 | 2019 |
| Demand-side Joint Electricity and Carbon Trading Mechanism H Hua, X Chen, L Gan, J Sun, N Dong, D Liu, Z Qin, K Li, S Hu IEEE Transactions on Industrial Cyber-Physical Systems 2, 14-25, 2023 | 26 | 2023 |
| Computationally-efficient vision transformer for medical image semantic segmentation via dual pseudo-label supervision Z Wang, N Dong, I Voiculescu IEEE International Conference on Image Processing (ICIP), 1961-1965, 2022 | 26 | 2022 |
| Self-Supervised Multi-Task Representation Learning for Sequential Medical Images N Dong, M Kampffmeyer, I Voiculescu European Conference on Machine Learning, 779-794, 2021 | 26 | 2021 |
| Towards Robust Partially Supervised Multi-Structure Medical Image Segmentation on Small-Scale Data N Dong, M Kampffmeyer, X Liang, M Xu, I Voiculescu, EP Xing Applied Soft Computing 114, 108074, 2021 | 21 | 2021 |
| Adversarial Domain Adaptation Being Aware of Class Relationships Z Wang, B Jing, Y Ni, N Dong, P Xie, EP Xing European Conference on Artificial Intelligence, 1579-1586, 2020 | 21 | 2020 |
| Defending Against Poisoning Attacks in Federated Learning with Blockchain N Dong, Z Wang, J Sun, M Kampffmeyer, W Knottenbelt, E Xing IEEE Transactions on Artificial Intelligence 5 (7), 2691-4581, 2024 | 20* | 2024 |
| Federated partially supervised learning with limited decentralized medical images N Dong, M Kampffmeyer, I Voiculescu, E Xing IEEE Transactions on Medical Imaging 42 (7), 1944-1954, 2022 | 20 | 2022 |
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UVerified email at cs.cmu.edu
