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Black-box Adversarial Attacks on Commercial Speech Platforms with Minimal Information


Oct 19, 2021
Baolin Zheng, Peipei Jiang, Qian Wang, Qi Li, Chao Shen, Cong Wang, Yunjie Ge, Qingyang Teng, Shenyi Zhang

* A version of this paper appears in the proceedings of the 28th ACM Conference on Computer and Communications Security (CCS 2021) 

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Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images


Oct 12, 2021
Yuyu Guo, Lei Bi, Dongming Wei, Liyun Chen, Zhengbin Zhu, Dagan Feng, Ruiyan Zhang, Qian Wang, Jinman Kim

* submitted to IEEE Transactions on Cybernetics 

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Digital Twins based Day-ahead Integrated Energy System Scheduling under Load and Renewable Energy Uncertainties


Sep 29, 2021
Minglei You, Qian Wang, Hongjian Sun, Ivan Castro, Jing Jiang

* Applied Energy, 2022, vol 305, 117899 
* 28 pages, 8 figures, journal paper accepted by Applied Energy 

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Multi-Modal MRI Reconstruction Assisted with Spatial Alignment Network


Aug 30, 2021
Kai Xuan, Lei Xiang, Xiaoqian Huang, Lichi Zhang, Shu Liao, Dinggang Shen, Qian Wang

* Under Review 

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Multi-Modal MRI Reconstruction with Spatial Alignment Network


Aug 12, 2021
Kai Xuan, Lei Xiang, Xiaoqian Huang, Lichi Zhang, Shu Liao, Dinggang Shen, Qian Wang


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FederatedNILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring based on Federated Deep Learning


Aug 08, 2021
Shuang Dai, Fanlin Meng, Qian Wang, Xizhong Chen


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Electrical peak demand forecasting- A review


Aug 03, 2021
Shuang Dai, Fanlin Meng, Hongsheng Dai, Qian Wang, Xizhong Chen


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CARTL: Cooperative Adversarially-Robust Transfer Learning


Jun 12, 2021
Dian Chen, Hongxin Hu, Qian Wang, Yinli Li, Cong Wang, Chao Shen, Qi Li

* Published as a conference paper at ICML 2021 

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FedSup: A Communication-Efficient Federated Learning Fatigue Driving Behaviors Supervision Framework


Apr 25, 2021
Chen Zhao, Zhipeng Gao, Qian Wang, Kaile Xiao, Zijia Mo, M. Jamal Deen


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How to distribute data across tasks for meta-learning?


Mar 15, 2021
Alexandru Cioba, Michael Bromberg, Qian Wang, Ritwik Niyogi, Georgios Batzolis, Da-shan Shiu, Alberto Bernacchia


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DeepCervix: A Deep Learning-based Framework for the Classification of Cervical Cells Using Hybrid Deep Feature Fusion Techniques


Feb 24, 2021
Md Mamunur Rahaman, Chen Li, Yudong Yao, Frank Kulwa, Xiangchen Wu, Xiaoyan Li, Qian Wang


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Recent Advances in Adversarial Training for Adversarial Robustness


Feb 23, 2021
Tao Bai, Jinqi Luo, Jun Zhao, Bihan Wen, Qian Wang


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Contraband Materials Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery


Dec 21, 2020
Qian Wang, Toby P. Breckon

* 8 pages 

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Data Augmentation with norm-VAE for Unsupervised Domain Adaptation


Dec 01, 2020
Qian Wang, Fanlin Meng, Toby P. Breckon

* 12 pages 

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Collaborative Fairness in Federated Learning


Aug 28, 2020
Lingjuan Lyu, Xinyi Xu, Qian Wang

* accepted to FL-IJCAI'20 workshop 

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Multi-Class 3D Object Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery


Aug 03, 2020
Qian Wang, Neelanjan Bhowmik, Toby P. Breckon

* Durham University 

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Generalized Zero-Shot Domain Adaptation via Coupled Conditional Variational Autoencoders


Aug 03, 2020
Qian Wang, Toby P. Breckon

* Durham University 

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Learning Error-Driven Curriculum for Crowd Counting


Jul 19, 2020
Wenxi Li, Zhuoqun Cao, Qian Wang, Songjian Chen, Rui Feng

* This paper is accepted by ICPR2020 

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mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography


May 25, 2020
Sheng Wang, Jiayu Huo, Xi Ouyang, Jifei Che, Xuhua Ren, Zhong Xue, Qian Wang, Jie-Zhi Cheng


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Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia


May 20, 2020
Xi Ouyang, Jiayu Huo, Liming Xia, Fei Shan, Jun Liu, Zhanhao Mo, Fuhua Yan, Zhongxiang Ding, Qi Yang, Bin Song, Feng Shi, Huan Yuan, Ying Wei, Xiaohuan Cao, Yaozong Gao, Dijia Wu, Qian Wang, Dinggang Shen

* accepted by IEEE Transactions on Medical Imaging, 2020 

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An Auto-Context Deformable Registration Network for Infant Brain MRI


May 19, 2020
Dongming Wei, Sahar Ahmad, Yunzhi Huang, Lei Ma, Qian Wang, Pew-Thian Yap, Dinggang Shen


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A Self-ensembling Framework for Semi-supervised Knee Osteoarthritis Localization and Classification with Dual-Consistency


May 19, 2020
Jiayu Huo, Liping Si, Xi Ouyang, Kai Xuan, Weiwu Yao, Zhong Xue, Lichi Zhang, Qian Wang


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Cross-Domain Structure Preserving Projection for Heterogeneous Domain Adaptation


Apr 26, 2020
Qian Wang, Toby P. Breckon

* Technical Report 

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Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19


Apr 07, 2020
Feng Shi, Jun Wang, Jun Shi, Ziyan Wu, Qian Wang, Zhenyu Tang, Kelei He, Yinghuan Shi, Dinggang Shen

* Added journal submission info 

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On the Evaluation of Prohibited Item Classification and Detection in Volumetric 3D Computed Tomography Baggage Security Screening Imagery


Mar 27, 2020
Qian Wang, Neelanjan Bhowmik, Toby P. Breckon

* Accepted to IJCNN 2020 

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A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks


Mar 27, 2020
Xiaomin Zhou, Chen Li, Md Mamunur Rahaman, Yudong Yao, Shiliang Ai, Changhao Sun, Xiaoyan Li, Qian Wang, Tao Jiang


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