Nanqing Dong

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Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UCorreu electrònic verificat a cs.cmu.edu
Michael Christian KampffmeyerProfessor in Machine Learning, UiT the Arctic University of Norway, TromsøCorreu electrònic verificat a post.uit.no
Wei DaiApple; Carnegie Mellon UniversityCorreu electrònic verificat a cs.cmu.edu
Xiaodan LiangAssociate Professor, Sun Yat-sen University, MBZUAI, CMU, NUSCorreu electrònic verificat a mail2.sysu.edu.cn
Zeya Wang, Ph.D.Department of Statistics, Rice UniversityCorreu electrònic verificat a rice.edu
Junwei CaoTsinghua UniversityCorreu electrònic verificat a tsinghua.edu.cn
Wanli Ouyang (欧阳万里)Shanghai AI Lab & CUHKCorreu electrònic verificat a sydney.edu.au
Hao ZhangUC San DiegoCorreu electrònic verificat a ucsd.edu
Min XuCarnegie Mellon UniversityCorreu electrònic verificat a cs.cmu.edu
Steven McDonaghSenior Lecturer, University of EdinburghCorreu electrònic verificat a ed.ac.uk
Ales LeonardisProfessor of Computer ScienceCorreu electrònic verificat a cs.bham.ac.uk
Pengtao XieAssistant Professor, UC San Diego; Adjunct Faculty, MBZUAICorreu electrònic verificat a eng.ucsd.edu
Zidong WangChair Professor, MAE, MEASA, FIEEE, Brunel University London, UKCorreu electrònic verificat a brunel.ac.uk
Yongxin YangQueen Mary University of LondonCorreu electrònic verificat a qmul.ac.uk
William KnottenbeltProfessor of Applied Quantitative Analysis, Department of Computing, Imperial College LondonCorreu electrònic verificat a doc.ic.ac.uk
Matteo MaggioniImperial College LondonCorreu electrònic verificat a imperial.ac.uk
Azeddine BeghdadiInstitut Galilee, University Sorbonne Paris NordCorreu electrònic verificat a univ-paris13.fr

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Nanqing Dong

Shanghai Artificial Intelligence Laboratory; University of Oxford

Correu electrònic verificat a cs.ox.ac.uk

Machine Learning Computer Vision Optimization AI for Science


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
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	318	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	292	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	123	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	113	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	97	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	77	2018
Federated Contrastive Learning for Decentralized Unlabeled Medical Images N Dong, I Voiculescu International Conference on Medical Image Computing and Computer-Assisted …, 2021	68	2021
Domain Adaption in One-Shot Learning N Dong, EP Xing European Conference on Machine Learning, 573-588, 2018	51	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
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
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	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
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
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	25	2022
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	22	2020
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
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

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