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ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices 会议论文
, Online, 2020
Authors:  He, Xiangyu;  Mo, Zitao;  Cheng, Ke;  Xu, Weixiang;  Hu, Qinghao;  Wang, Peisong;  Liu, Qingshan;  Cheng, Jian
Favorite  |  View/Download:6/0  |  Submit date:2020/10/20
Unsupervised Network Quantization via Fixed-Point Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2020, 期号: 1, 页码: 1
Authors:  Wang, Peisong;  He, Xiangyu;  Chen, Qiang;  Cheng, Anda;  Liu, Qingshan;  Cheng, Jian
Adobe PDF(1998Kb)  |  Favorite  |  View/Download:14/0  |  Submit date:2020/10/20
Acceleration , compression , deep neural networks (DNNs) , fixed-point quantization , unsupervised quantization.  
A Projection-Based Algorithm for Constrained L1- Minimization Optimization with Application to Sparse Signal Reconstruction 会议论文
, Cordoba, 30 June-6 July 2018
Authors:  Qingshan Liu;   Wei Zhang;   Jiang Xiong;   Bingrong Xu;   Long Cheng
Favorite  |  View/Download:37/0  |  Submit date:2019/02/14
Dye-conjugated single-walled carbon nanotubes induce photothermal therapy under the guidance of near-infrared imaging 期刊论文
CANCER LETTERS, 2016, 卷号: 383, 期号: 2, 页码: 243-249
Authors:  Liang, Xiaoyuan;  Shang, Wenting;  Chi, Chongwei;  Zeng, Chaoting;  Wang, Kun;  Fang, Chihua;  Chen, Qingshan;  Liu, Huiyu;  Fan, Yingfang;  Tian, Jie
View  |  Adobe PDF(1823Kb)  |  Favorite  |  View/Download:226/68  |  Submit date:2017/02/14
Photothermal Therapy (Ptt)  Near-infrared Imaging (Nir)  Single-walled Carbon Nanotubes  Cy5.5  
Human Age Estimation Based on Locality and Ordinal Information 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 11, 页码: 2522-2534
Authors:  Li, Changsheng;  Liu, Qingshan;  Dong, Weishan;  Zhu, Xiaobin;  Liu, Jing;  Lu, Hanqing
Adobe PDF(1909Kb)  |  Favorite  |  View/Download:140/29  |  Submit date:2016/01/18
Age Estimation  Feature Selection  Local Manifold Structure  Ordinal Pattern  Semi-supervised Learning  
How friends affect user behaviors? An exploration of social relation analysis for recommendation 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2015, 卷号: 88, 期号: 1, 页码: 70-84
Authors:  Yuan, Ting;  Cheng, Jian;  Zhang, Xi;  Liu, Qingshan;  Lu, Hanqing
View  |  Adobe PDF(1494Kb)  |  Favorite  |  View/Download:202/56  |  Submit date:2015/11/12
Recommender Systems  Social Recommendation  Social Relation Analysis  
Ordinal Distance Metric Learning for Image Ranking 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 7, 页码: 1551-1559
Authors:  Li, Changsheng;  Liu, Qingshan;  Liu, Jing;  Lu, Hanqing
Adobe PDF(2562Kb)  |  Favorite  |  View/Download:172/33  |  Submit date:2015/09/17
Distance Metric Learning (Dml)  Image Ranking  Local Geometry Structure  Ordinal Relationship  
Continuous-time multi-agent network for distributed least absolute deviation 会议论文
, Jeju, OCT 15-18, 2015
Authors:  Qingshan Liu;  Yan Zhao;  Long Cheng
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Discriminative context models for collective activity recognition 会议论文
International Conference on Pattern Recognition (ICPR), 瑞典 斯德哥尔摩, 2014
Authors:  Zhao, Chaoyang;  Fu, Wei;  Wang, Jinqiao;  Bai, Xiao;  Liu, Qingshan;  Lu, Hanqing
View  |  Adobe PDF(1339Kb)  |  Favorite  |  View/Download:148/22  |  Submit date:2015/08/19
Ordinal regularized manifold feature extraction for image ranking 期刊论文
SIGNAL PROCESSING, 2013, 卷号: 93, 期号: 6, 页码: 1651-1661
Authors:  Li, Changsheng;  Liu, Qingshan;  Liu, Jing;  Lu, Hanqing
Favorite  |  View/Download:97/0  |  Submit date:2015/08/12
Image Ranking  Feature Extraction  Ordinal Regularization  Local Structure