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Drug Discovery Approaches using Quantum Machine Learning


Apr 01, 2021
Junde Li, Mahabubul Alam, Congzhou M Sha, Jian Wang, Nikolay V. Dokholyan, Swaroop Ghosh

* Li and Alam contributed equally to this work. arXiv admin note: text overlap with arXiv:2101.03438 

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Robust Reinforcement Learning under model misspecification


Mar 29, 2021
Lebin Yu, Jian Wang, Xudong Zhang


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Smart Scheduling based on Deep Reinforcement Learning for Cellular Networks


Mar 22, 2021
Jian Wang, Chen Xu, Rong Li, Yiqun Ge, Jun Wang

* 14 figures, submitted to a journal for possible publication 

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ActiveGuard: An Active DNN IP Protection Technique via Adversarial Examples


Mar 02, 2021
Mingfu Xue, Shichang Sun, Can He, Yushu Zhang, Jian Wang, Weiqiang Liu


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Autonomous Navigation of an Ultrasound Probe Towards Standard Scan Planes with Deep Reinforcement Learning


Mar 01, 2021
Keyu Li, Jian Wang, Yangxin Xu, Hao Qin, Dongsheng Liu, Li Liu, Max Q. -H. Meng

* Accepted at ICRA 2021. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Learning the Update Operator for 2D/3D Image Registration


Feb 04, 2021
Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Andreas Maier

* 7 pages, 2 figures, Accepted for Bildverarbeitung f\"ur die Medizin, 07.-09.03.2021 

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Machine Learning for the Detection and Identification of Internet of Things (IoT) Devices: A Survey


Jan 25, 2021
Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song

* This paper is currently under revision 

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Adaptive Remote Sensing Image Attribute Learning for Active Object Detection


Jan 16, 2021
Nuo Xu, Chunlei Huo, Jiacheng Guo, Yiwei Liu, Jian Wang, Chunhong Pan

* Accepted in 25th International Conference on Pattern Recognition (ICPR), (Milan, Italy), January 2021 

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Distant Domain Transfer Learning for Medical Imaging


Dec 10, 2020
Shuteng Niu, Meryl Liu, Yongxin Liu, Jian Wang, Houbing Song


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Compressive Privatization: Sparse Distribution Estimation under Locally Differentially Privacy


Dec 03, 2020
Zhongzheng Xiong, Zengfeng Huang, Xiaojun Mao, Jian Wang, Shan Ying


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Deep Learning for Regularization Prediction in Diffeomorphic Image Registration


Nov 28, 2020
Jian Wang, Miaomiao Zhang

* 17 pages, 8 figures 

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3D Invisible Cloak


Nov 27, 2020
Mingfu Xue, Can He, Zhiyu Wu, Jian Wang, Zhe Liu, Weiqiang Liu


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Robust and Natural Physical Adversarial Examples for Object Detectors


Nov 27, 2020
Mingfu Xue, Chengxiang Yuan, Can He, Jian Wang, Weiqiang Liu


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SocialGuard: An Adversarial Example Based Privacy-Preserving Technique for Social Images


Nov 27, 2020
Mingfu Xue, Shichang Sun, Zhiyu Wu, Can He, Jian Wang, Weiqiang Liu


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Run Away From your Teacher: Understanding BYOL by a Novel Self-Supervised Approach


Nov 22, 2020
Haizhou Shi, Dongliang Luo, Siliang Tang, Jian Wang, Yueting Zhuang


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Biomedical named entity recognition using BERT in the machine reading comprehension framework


Sep 03, 2020
Cong Sun, Zhihao Yang, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang

* 8 pages, 2 figures 

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Zero-Bias Deep Learning for Accurate Identification of Internet of Things (IoT) Devices


Aug 27, 2020
Yongxin Liu, Jian Wang, Jianqiang Li, Houbing Song, Thomas Yang, Shuteng Niu, Zhong Ming

* IEEE Internet of Things Journal, 2020 
* Accepted for publication by IEEE IoTJ on August, 2020. Data and codes are hosted at: [1] Yongxin Liu, Jian Wang, Houbing Song, Shuteng Niu, Thomas Yang, "A 24-hour signal recording dataset with labels for cybersecurity and IoT", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/gt9v-kz32. Accessed: Aug. 27, 2020 

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Graph-PCNN: Two Stage Human Pose Estimation with Graph Pose Refinement


Jul 21, 2020
Jian Wang, Xiang Long, Yuan Gao, Errui Ding, Shilei Wen

* Accepted to ECCV2020 

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Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce


May 17, 2020
Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan

* AAAI 2020 

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DeepFLASH: An Efficient Network for Learning-based Medical Image Registration


Apr 05, 2020
Jian Wang, Miaomiao Zhang


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ABBA: Saliency-Regularized Motion-Based Adversarial Blur Attack


Feb 10, 2020
Qing Guo, Felix Juefei-Xu, Xiaofei Xie, Lei Ma, Jian Wang, Wei Feng, Yang Liu

* 9 pages, 7 figures 

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Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering


Dec 16, 2019
Jian Wang, Junhao Liu, Wei Bi, Xiaojiang Liu, Kejing He, Ruifeng Xu, Min Yang

* Accepted by AAAI-2020 

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Chemical-protein Interaction Extraction via Gaussian Probability Distribution and External Biomedical Knowledge


Nov 21, 2019
Cong Sun, Zhihao Yang, Leilei Su, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang

* 8 pages, 4 figures, Bioinformatics manuscript 

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Fast Color Constancy with Patch-wise Bright Pixels


Nov 17, 2019
Yiyao Shi, Jian Wang, Xiangyang Xue

* 7 figures and 4 tables 

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Dense Color Constancy with Effective Edge Augmentation


Nov 17, 2019
Yilang Zhang, Zheng Wei, Jian Wang, Xin Yuan

* 4 figures and 2 tables 

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Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning


Nov 13, 2019
Chen Xu, Jian Wang, Tianhang Yu, Chuili Kong, Yourui Huangfu, Rong Li, Yiqun Ge, Jun Wang

* submitted to WCNC2020 

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TruNet: Short Videos Generation from Long Videos via Story-Preserving Truncation


Oct 14, 2019
Fan Yang, Xiao Liu, Dongliang He, Chuang Gan, Jian Wang, Chao Li, Fu Li, Shilei Wen

* ICCV intelligent short video workshop 

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Towards Good Practices for Video Object Segmentation


Sep 30, 2019
Dongdong Yu, Kai Su, Hengkai Guo, Jian Wang, Kaihui Zhou, Yuanyuan Huang, Minghui Dong, Jie Shao, Changhu Wang


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FakeSpotter: A Simple Baseline for Spotting AI-Synthesized Fake Faces


Sep 13, 2019
Run Wang, Lei Ma, Felix Juefei-Xu, Xiaofei Xie, Jian Wang, Yang Liu


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Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning


Aug 30, 2019
Zhuoren Jiang, Jian Wang, Lujun Zhao, Changlong Sun, Yao Lu, Xiaozhong Liu

* Accepted as a full paper of The 28th ACM International Conference on Information and Knowledge Management (CIKM '19) 

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