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Picture for Li Chen

Li Chen

Department of Clinical Laboratory, Tongji Hospital, Huazhong University of Science and Technology, China, Corresponding author

On the Robustness of Monte Carlo Dropout Trained with Noisy Labels


Mar 22, 2021
Purvi Goel, Li Chen

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EXTRA: Explanation Ranking Datasets for Explainable Recommendation


Feb 20, 2021
Lei Li, Yongfeng Zhang, Li Chen

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Speech enhancement with weakly labelled data from AudioSet


Feb 19, 2021
Qiuqiang Kong, Haohe Liu, Xingjian Du, Li Chen, Rui Xia, Yuxuan Wang

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* 5 pages 
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Learning to Explain Recommendations


Feb 01, 2021
Lei Li, Yongfeng Zhang, Li Chen

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Blind Diagnosis for Millimeter-wave Massive MIMO Systems


Jan 25, 2021
Rui Sun, Weidong Wang, Li Chen, Guo Wei, Wenyi Zhang

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Diagnosis of Intelligent Reflecting Surface in Millimeter-wave Communication Systems


Jan 11, 2021
Rui Sun, Weidong Wang, Li Chen, Guo Wei, Wenyi Zhang

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StainNet: a fast and robust stain normalization network


Dec 31, 2020
Hongtao Kang, Die Luo, Weihua Feng, Li Chen, Junbo Hu, Shaoqun Zeng, Tingwei Quan, Xiuli Liu

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Robust Deep Learning with Active Noise Cancellation for Spatial Computing


Nov 16, 2020
Li Chen, David Yang, Purvi Goel, Ilknur Kabul

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CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging


Oct 19, 2020
Lei Mou, Yitian Zhao, Huazhu Fu, Yonghuai Liu, Jun Cheng, Yalin Zheng, Pan Su, Jianlong Yang, Li Chen, Alejandro F Frang, Masahiro Akiba, Jiang Liu

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RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification


Sep 28, 2020
Haifeng Li, Zhenqi Cui, Zhiqing Zhu, Li Chen, Jiawei Zhu, Haozhe Huang, Chao Tao

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* IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020 
 * 13 pages, 11 figures 
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Generative Model without Prior Distribution Matching


Sep 23, 2020
Cong Geng, Jia Wang, Li Chen, Zhiyong Gao

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* 8 pages, 8 figures 
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Switching Gradient Directions for Query-Efficient Black-Box Adversarial Attacks


Sep 15, 2020
Chen Ma, Shuyu Cheng, Li Chen, Junhai Yong

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* 20 pages, including the appendix after the reference section 
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MetaSimulator: Simulating Unknown Target Models for Query-Efficient Black-box Attacks


Sep 02, 2020
Chen Ma, Li Chen, Junhai Yong

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* 20 pages, including the appendix after the references section 
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Xiaomingbot: A Multilingual Robot News Reporter


Jul 12, 2020
Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang, Lei Li

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* Accepted to ACL 2020 - system demonstration 
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Noise Robust TTS for Low Resource Speakers using Pre-trained Model and Speech Enhancement


May 26, 2020
Dongyang Dai, Li Chen, Yuping Wang, Mu Wang, Rui Xia, Xuchen Song, Zhiyong Wu, Yuxuan Wang

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DAPnet: A double self-attention convolutional network for segmentation of point clouds


Apr 18, 2020
Li Chen, Zewei Xu, Yongjian Fu, Haozhe Huang, Shaowen Wang, Haifeng Li

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* 13 pages, 9 figures 
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Large-scale Real-time Personalized Similar Product Recommendations


Apr 12, 2020
Zhi Liu, Yan Huang, Jing Gao, Li Chen, Dong Li

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A Survey on Conversational Recommender Systems


Apr 01, 2020
Dietmar Jannach, Ahtsham Manzoor, Wanling Cai, Li Chen

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* 35 pages, 5 figures. Submitted for publication 
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Content Adaptive and Error Propagation Aware Deep Video Compression


Mar 25, 2020
Guo Lu, Chunlei Cai, Xiaoyun Zhang, Li Chen, Wanli Ouyang, Dong Xu, Zhiyong Gao

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* First two authors contributed equally 
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DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images


Mar 07, 2020
Jie Chen, Ziyang Yuan, Jian Peng, Li Chen, Haozhe Huang, Jiawei Zhu, Tao Lin, Haifeng Li

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* 11 pages, 9 figures, 4 tables 
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Uniform Interpolation Constrained Geodesic Learning on Data Manifold


Feb 28, 2020
Cong Geng, Jia Wang, Li Chen, Wenbo Bao, Chu Chu, Zhiyong Gao

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* submitted to ICML 2020 
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Blurry Video Frame Interpolation


Feb 27, 2020
Wang Shen, Wenbo Bao, Guangtao Zhai, Li Chen, Xiongkuo Min, Zhiyong Gao

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* This work is accepted in CVPR 2020 
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Fast Kernel k-means Clustering Using Incomplete Cholesky Factorization


Feb 07, 2020
Li Chen, Shuisheng Zhou, Jiajun Ma

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Stable Sparse Subspace Embedding for Dimensionality Reduction


Feb 07, 2020
Li Chen, Shuizheng Zhou, Jiajun Ma

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Convolution Neural Network Architecture Learning for Remote Sensing Scene Classification


Jan 27, 2020
Jie Chen, Haozhe Huang, Jian Peng, Jiawei Zhu, Li Chen, Wenbo Li, Binyu Sun, Haifeng Li

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* 10 pages, 12 figures, 3 tables 
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FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides


Jan 03, 2020
Xiebo Geng, Sibo Liua, Wei Han, Xu Li, Jiabo Ma, Jingya Yu, Xiuli Liu, Sahoqun Zeng, Li Chen, Shenghua Cheng

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SCAttNet: Semantic Segmentation Network with Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images


Dec 19, 2019
Haifeng Li, Kaijian Qiu, Li Chen, Xiaoming Mei, Liang Hong, Chao Tao

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Robust Federated Learning with Noisy Communication


Nov 01, 2019
Fan Ang, Li Chen, Nan Zhao, Yunfei Chen, Weidong Wang, F. Richard Yu

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