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Li Chen

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

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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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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Adversarial Example in Remote Sensing Image Recognition

Oct 29, 2019
Li Chen, Guowei Zhu, Qi Li, Haifeng Li

* 12 pages 

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Dense Dilated Network with Probability Regularized Walk for Vessel Detection

Oct 26, 2019
Lei Mou, Li Chen, Jun Cheng, Zaiwang Gu, Yitian Zhao, Jiang Liu


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Accelerating Federated Learning via Momentum Gradient Descent

Oct 09, 2019
Wei Liu, Li Chen, Yunfei Chen, Wenyi Zhang

* 18 pages, 7 figures 

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Self-Paced Video Data Augmentation with Dynamic Images Generated by Generative Adversarial Networks

Sep 16, 2019
Yumeng Zhang, Gaoguo Jia, Li Chen, Mingrui Zhang, Junhai Yong


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Multi-stage domain adversarial style reconstruction for cytopathological image stain normalization

Sep 11, 2019
Xihao Chen, Jingya Yu, Li Chen, Shaoqun Zeng, Xiuli Liu, Shenghua Cheng


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Adaptive Wasserstein Hourglass for Weakly Supervised Hand Pose Estimation from Monocular RGB

Sep 11, 2019
Yumeng Zhang, Li Chen, Yufeng Liu, Junhai Yong, Wen Zheng


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MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks

Aug 06, 2019
Chen Ma, Chenxu Zhao, Hailin Shi, Li Chen, Junhai Yong, Dan Zeng

* 10 pages, 2 figures, accepted as the conference paper of Proceedings of the 27th ACM International Conference on Multimedia (MM'19) 

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Sparse Representation Classification via Screening for Graphs

Jun 04, 2019
Cencheng Shen, Li Chen, Yuexiao Dong, Carey Priebe

* Accepted at Learning and Reasoning with Graph-Structured Representations in International Conference on Machine Learning (ICML) 2019 

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