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<p> </p>
<p> </p>
<p> </p>
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<html>
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<meta name="author" content="Guan'an Wang">
<meta name="description" content="Ph.D. candidate">
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<title>Guan'an Wang (王贯安) Homepage</title>
<title>Guanan Wang (王贯安) Homepage</title>
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<body>
<!-- Global site tag (gtag.js) - Google Analytics --><!-- introduction + photo -->
<table width="1100" border="0" align="center" cellpadding="20">
<!--table style="width: 1180px;" border="0" cellpadding="20" align="center"-->
<tr><td>
<table style="width: 100%; float: left; margin: 20;" border="0" cellpadding="20" align="center">
<td style="width: 70%;" valign="right">
<p style="text-align: right;" align="center"><heading>Guan'an Wang (王贯安)</heading></p>
<p style="text-align: right;" align="justify"> </p>
<p style="text-align: right;" align="justify">
Ph.D.
</p>
<p style="text-align: right;" align="justify">
<a href="mailto:[email protected]">[Email]</a>
<a href="https://dblp.uni-trier.de/pers/hd/w/Wang:Guan=an">[DBLP]</a>
<a href="https://scholar.google.com/citations?hl=en&user=oLyFwn0AAAAJ">[Google Scholar]</a>
<a href="https://github.com/wangguanan">[Github]</a>
<a href="./images/Guan'an Wang CV.pdf">[Resume]</a>
<a href="./images/WeChat.png">[WeChat]</a>
</p>
</td>
<td style="width: 30%"><img src="./images/profile2.jpeg" width="220" height="220" /> </td>
</table>
<p><subheading><span style="color: #e55451;">About Me</span></subheading></p>
<table style="width: 100%;">
<tbody>
<p align="justify">I received my Ph.D. degree from <a href="http://english.ia.cas.cn/">Institute of Automation, Chinese Academy of Sciences</a> (CASIA) advised by Prof. Zengguang Hou (IEEE Fellow) and Prof. <a href="http://www.nlpr.ia.ac.cn/jcheng/">Jian Cheng</a> in 2021. Before that, I received my bachelor's degree from <a href="http://www.csu.edu.cn/">Central South Unversity</a> (CSU) in 2015. I visited to <a href="http://www.qmul.ac.uk/">Queen Mary University of London</a> (QMUL) and was advised by Prof. <a href="http://www.eecs.qmul.ac.uk/~sgg/">Shaogang Gong</a> from September 2019 to September 2020.</p>
<p align="justify">My research interest includes machine learning and pattern recognition, with focus on Person Re-Identification (Re-ID), Hashing, and Generative Adversarial Nets.</p>
<p><span style="color: #A93226;"><strike>I am looking for a Full-Time Job. </strike> </span></p>
</tbody>
</table>
<!-- NEWS -->
<table style="width: 100%;">
<p style="text-align: left;"><subheading><span style="color: #e55451;">News</subheading></p>
<tr><td>
<ul>
<li>09/2021: One paper accepted by <strong>TNNLS</strong> (JCR1, IF=10.451) </li>
<li>03/2021: One paper accepted by <strong>ICME 2021</strong> </li>
<li>03/2021: One paper accepted by <strong>ICRA 2021</strong> </li>
<li>01/2021: One paper accepted by <strong>TNNLS</strong> (JCR1, IF=10.451) </li>
<li>12/2020: We win 1st at NAIC2020 (ReIDTrack, <a href="https://naic.pcl.ac.cn/frame/3">HomePage</a>, <a href="https://mp.weixin.qq.com/s/5PP5WBXqpEp_ucCq6oX3Zw">News</a>, <a href="https://github.com/JDAI-CV/fast-reid/tree/master/projects/NAIC20">Solution</a>)</li>
<li>09/2020: Our ReID ToolBox <a href="https://github.com/wangguanan/light-reid">light-reid</a> has been released </li>
<li>09/2020: One paper accepted by <strong>ACCV 2020</strong></li>
<li>07/2020: One paper accepted by <strong>ECCV 2020</strong></li>
<li>04/2020: One paper accepted by <strong>IJCAI 2020</strong></li>
<li>03/2020: One paper accepted by <strong>Neural Network</strong> (SCI, IF=8.03)</li>
<li>02/2020: One paper accepted by <strong>CVPR 2020</strong></li>
<li>11/2019: Two papers accepted by <strong>AAAI 2020</strong></li>
<li>10/2019: Visited to Prof. <a href="http://www.eecs.qmul.ac.uk/~sgg/">Shaogang Gong</a>, Queen Mary University of London, UK</li>
<li>07/2019: One paper accepted by <strong>ICCV 2019</strong></li>
<li>05/2019: One paper accepted by <strong>IJCAI 2019</strong></li>
<li>07/2018: One paper accepted by <strong>ECCV 2018</strong></li>
</ul>
</td></tr>
</table>
<!-- PUBLICATION -->
<table style="width: 100%;">
<p><subheading><span style="color: #2b547e;">Publications(Confs.)</span></subheading></p>
<tbody>
<!--ECCV2020-->
<tr>
<td style="width: 30%;"><img style="border-width: 10; margin: 20;" src="./images/2020ECCV-FasterReID.png" width="300" height="175" /></td>
<td style="width: 70%; margin: 20;" cellpadding="10">
<p><strong>Faster Person Re-Identification</strong>
<br /><strong>Guan’an Wang</strong>, Shaogang Gong, Jian Cheng, Zengguang Hou.
<br /><em>European Conference on Computer Vision (<span style="color: #A93226;">ECCV</span>), UK, 2020 </em>
<br />
<a href="http://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123530273.pdf">[PDF]</a>
<a href="https://arxiv.org/abs/2008.06826">[ArXiv]</a>
<a href="https://github.com/wangguanan/light-reid">[Code]</a>
</p>
<p> </p>
</td>
</tr>
<!--CVPR2020-->
<tr>
<td style="width: 30%;"><img style="border-width: 10; margin: 20;" src="./images/2020CVPR_HOREID.png" width="300" height="175" /></td>
<td style="width: 70%; margin: 20;" cellpadding="10">
<p><strong>High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification</strong>
<br /><strong>Guan’an Wang</strong>*, Shuo Yang*, Huanyu Liu, Zhicheng Wang, Yang Yang, Shuliang Wang, Gang Yu, Erjin Zhou, Jian Sun.
<br /><em>Conference on Computer Vision and Pattern Recognition (<span style="color: #A93226;">CVPR</span>), Seattle, USA, June 2020 </em>
<br /> <a href="http://openaccess.thecvf.com/content_CVPR_2020/papers/Wang_High-Order_Information_Matters_Learning_Relation_and_Topology_for_Occluded_Person_CVPR_2020_paper.pdf">[PDF]</a>
<a href="https://arxiv.org/abs/2003.08177">[ArXiv]</a>
<a href="https://github.com/wangguanan/HOReID">[Code]</a>
</p>
<p> </p>
</td>
</tr>
<!--AAAI2020-->
<tr>
<td style="width: 30%;"><img style="margin: 20;" src="./images/2020AAAI-JISREID.png" width="300" height="175" /></td>
<td style="width: 70%; margin: 20;">
<p><strong>Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification</strong><br /><strong>Guan’an Wang</strong>, Tianzhu Zhang, Yang Yang, Jian Cheng, Jianlong Chang, Xu Liang, Zengguang Hou. <br /> <em>Association for the Advancement of Artificial Intelligence (<span style="color: #A93226;">AAAI</span>), New York City, USA, February 2020 </em> <br />
<a href="https://aaai.org/ojs/index.php/AAAI/article/view/6894">[PDF]</a>
<a href="https://arxiv.org/abs/2002.04114">[ArXiv]</a>
<a href="https://github.com/wangguanan/JSIA-ReID">[Code]</a>
</p>
</td>
</tr>
<!--ICCV2019-->
<tr>
<td style="width: 30%;"><img style="margin: 20;" src="./images/2019ICCV-ALIGNGAN_2.png" width="300" height="175" /></td>
<td style="width: 70%; margin: 20;">
<p><strong>RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment <br />Guan’an Wang</strong>, Tianzhu Zhang, Jian Cheng, Si Liu, Yang Yang, Zengguang Hou. <br /> <em>International Conference on Computer Vision (<span style="color: #A93226;">ICCV</span>), Seoul, Korea, October 2019 </em><strong> <br /> </strong>
<a href="http://openaccess.thecvf.com/content_ICCV_2019/papers/Wang_RGB-Infrared_Cross-Modality_Person_Re-Identification_via_Joint_Pixel_and_Feature_Alignment_ICCV_2019_paper.pdf">[PDF]</a>
<a hred='https://arxiv.org/abs/1910.05839'>[ArXiv]</a>
<a href="https://github.com/wangguanan/AlignGAN">[Code]</a>
</p>
</td>
</tr>
<!--IJCAI2019-->
<tr>
<td style="width: 30%;"><img style="margin: 20;" src="./images/2019IJCAI-COLORREID.png" width="300" height="175" /></td>
<td style="width: 70%; margin: 20;">
<p><strong>Color-Sensitive Person Re-Identification</strong><br /><strong>Guan’an Wang</strong>, Yang Yang, Jian Cheng, Jinqiao Wang, Zengguang Hou.<br /><em>International Joint Conference on Artificial Intelligence (<span style="color: #A93226;">IJCAI, Oral</span>), Macao, China, August 2019 </em><br />
<a href="https://www.ijcai.org/Proceedings/2019/0131.pdf">[PDF]</a> </p>
</td>
</tr>
<!--ECCV2018-->
<tr>
<td style="width: 30%;"><img style="margin: 20;" src="./images/2018ECCV-SSGAH.png" width="300" height="175" /></td>
<td style="width: 70%; margin: 20;">
<p><strong>Semi-Supervised Generative Adversarial Hashing for Image Retrieval</strong><br /><strong>Guan’an Wang</strong>, Qinghao Hu, Jian Cheng, Zengguang Hou. <br /> <em>European Conference on Computer Vision (<span style="color: #A93226;">ECCV</span>), Munich, Germany, September 2018 </em> <br />
<a href="http://openaccess.thecvf.com/content_ECCV_2018/papers/Guanan_Wang_Semi-Supervised_Generative_Adversarial_ECCV_2018_paper.pdf">[PDF]</a></p>
</td>
</tr>
<!--ICME2021LZX-->
<tr>
<td style="width: 30%;"><img style="margin: 20;" src="./images/2021ICME.png" width="300" height="175" /></td>
<td style="width: 70%; margin: 20;">
<p><strong>Efficient Human Pose Estimation by Learning Deeply Aggregated Representations</strong><br />Zhengxiong Luo, Zhicheng Wang, Yuanhao Cai, <strong>Guan'an Wang</strong>, Liang Wang, Yan Huang, Erjin Zhou, Tieniu Tan, Jian Sun.<br /><em>IEEE International Conference on Multimedia and Expo (<span style="color: #A93226;">ICME, Oral</span>), Shenzhen, China, May 2021 </em><br />
<a href="">[PDF]</a> </p>
</td>
</tr>
<!--ICRA2021FCC-->
<tr>
<td style="width: 30%;"><img style="margin: 20;" src="./images/2021ICRA-GFDANN.png" width="300" height="175" /></td>
<td style="width: 70%; margin: 20;">
<p><strong>Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG</strong><br />Chen-Chen Fan, Haiqun Xie, Hongjun Yang, ZhenLiang Ni, Zeng-Guang Hou, <strong>Guan'an Wang</strong>, Sheng Chen, Zhijie Fang, Shuyun Huang.<br /><em>IEEE International Conference on Robotics and Automation (<span style="color: #A93226;">ICRA</span>), Xi'an, China, May 2021 </em><br />
<a href="">[PDF]</a> </p>
</td>
</tr>
<!--AAAI2020NZL-->
<tr>
<td style="width: 30%;"><img style="margin: 20;" src="./images/2020AAAI-nzl.png" width="300" height="175" /></td>
<td style="width: 70%; margin: 20;">
<p><strong>Pyramid Attention Aggregation Network for Semantic Segmentation of Surgical Instruments</strong><br />Zhen-Liang Ni, Gui-Bin Bian, <strong>Guan’an Wang</strong>, Xiaohu Zhou, Zeng-Guang Hou, Hua-Bin Chen, Xiao-Liang Xie.<br /><em>Association for the Advancement of Artificial Intelligence (<span style="color: #A93226;">AAAI</span>), New York City, USA, February 2020 </em><br />
<a href="https://aaai.org/ojs/index.php/AAAI/article/view/6850">[PDF]</a> </p>
</td>
</tr>
<!--IJCAI2020NZL-->
<tr>
<td style="width: 30%"><img style="margin: 20;" src="./images/2020IJCAI-nzl.png" width="300" height="175" /></td>
<td style="width: 70%; margin: 20;">
<p><strong>BARNet: Bilinear Attention Network with Adaptive Receptive Field for Surgical Instrument Segmentation</strong>
<br/>Zhen-Liang Ni, Gui-Bin Bian, <strong>Guan’an Wang</strong>, Xiaohu Zhou, Zeng-Guang Hou, Xiao-Liang Xie, Zhen Li, Yu-Han Wang.<br />
<em>International Joint Conference on Artificial Intelligence (<span style="color: #A93226;">IJCAI</span>), Yokohama, Japan, July 2020</em><br />
<a href="https://arxiv.org/pdf/2001.07093.pdf">[PDF]</a> </p>
</td>
</tr>
<!--ACCV2020HZH-->
<tr>
<td style="width: 30%"><img style="margin: 20;" src="./images/2020ACCV-hgh.png" width="300" height="175" /></td>
<td style="width: 70%; margin: 20;">
<p><strong>Horizontal Flipping Assisted Disentangled Feature Learning for Semi-Supervised Person Re-Identification</strong>
<br/>Gehan Hao, Yang Yang, Xue Zhou, <strong>Guan'an Wang</strong>, Zhen Lei.<br />
<em>Asian Conference on Computer Vision (<span style="color: #A93226;">ACCV</span>), Kyoto, Japan, November 2020</em><br />
<a href="https://openaccess.thecvf.com/content/ACCV2020/papers/Hao_Horizontal_Flipping_Assisted_Disentangled_Feature_Learning_for_Semi-Supervised_Person_Re-Identification_ACCV_2020_paper.pdf">[PDF]</a> </p>
</td>
</tr>
</tbody>
</table>
<!-- PUBLICATION -->
<table style="width: 100%;">
<p><subheading><span style="color: #2b547e;">Publications(Journals)</span></subheading></p>
<tbody>
<!--TNNLS2020-->
<tr>
<td style="width: 30%;"><img style="margin: 20;" src="./images/2020TNNLS-ABML.png" width="300" height="175" /></td>
<td style="width: 70%; margin: 20;">
<p><strong>Adversarial Binary Mutual Learning For Semi-Supervised Deep Hashing</strong><br/>
<strong>Guan’an Wang</strong>, Qinghao Hu, Yang Yang, Jian Cheng, Zengguang Hou<br />
<em>IEEE Transactions on Neural Networks and Learning Systems (<span style="color: #A93226;">2021, TNNLS, SCI, IF=10.451, JCR1</span>)</em><br />
<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9372892">[PDF]</a> </p>
</td>
</tr>
<!--NN2020-->
<tr>
<td style="width: 30%;"><img style="margin: 20;" src="./images/2020NN-JSIREID++.png" width="300" height="175" /></td>
<td style="width: 70%; margin: 20;">
<p><strong>Cross-Modality Paired-Images Generation and Augmentation for RGB-Infrared Person Re-Identification</strong><br/>
<strong>Guan’an Wang</strong>*, Yang Yang*, Tianzhu Zhang, Jian Cheng, Zengguang Hou, Prayag Tiwari, Hari Mohan Pandey<br />
<em>Neural Networks (<span style="color: #A93226;">2020, NN, SCI, IF=8.03, JCR2</span>)</em><br />
<a href="https://www.sciencedirect.com/science/article/pii/S0893608020301702#!">[PDF]</a> </p>
</td>
</tr>
<!--TNNLS2021-->
<tr>
<td style="width: 30%;"><img style="margin: 20;" src="./images/2021TNNLS-RAE.jpeg" width="300" height="175" /></td>
<td style="width: 70%; margin: 20;">
<p><strong>Pixel and Feature Transfer Fusion for Unsupervised Cross-Dataset Person Re-Identification</strong><br/>
Yang Yang*, <strong>Guan’an Wang</strong>*, Prayag Tiwari, Hari Mohan Pandey, Zhen Lei <br />
<em>IEEE Transactions on Neural Networks and Learning Systems (<span style="color: #A93226;">2021, TNNLS, SCI, IF=10.451, JCR1</span>)</em><br />
<a href="">[PDF]</a> </p>
</td>
</tr>
</tbody>
</table>
<!-- Academic Services -->
<p><subheading><span style="color: #2b547e;">Academic Services</span></subheading></p>
<table style="width: 100%">
<tr><td>
<ul>
<li><strong><strong>Conference Reviewers:</strong></strong>
<ul>
<li> CVPR2021, ICCV2021, NeurIPS2021, MM2021, AAAI2021, IJCAI2021</li>
<li> CVPR2020, NeurlPS2020, IJCAI2020, AAAI2020, MM2020, BMVC2020</li>
<li> CVPR2019, AAAI2019, IJCAI2019</li>
</ul>
</li>
<li><strong><strong>Journal Reviewers:</strong></strong>
<ul>
<li>International Journal of Computer Vision (IJCV)</li>
<li>IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)</li>
<li>IEEE Transactions on MultiMedia (TMM)</li>
<li>Neural Computing (NC)</li>
</ul>
</li>
</ul>
</td></tr>
</table>
<!-- Awards -->
<table style="width: 100%;">
<p><subheading><span style="color: #2b547e;">Awards</span></subheading></p>
<tr><td>
<ul>
<li><strong>First place</strong> (1/1500+) at 2020 National Artifical Intelligence Challgence (NAIC, ReIDTrack, <a href="https://naic.pcl.ac.cn/frame/3">HomePage</a>, <a href="https://mp.weixin.qq.com/s/5PP5WBXqpEp_ucCq6oX3Zw">News</a>, <a href="https://github.com/JDAI-CV/fast-reid/tree/master/projects/NAIC20">Solution</a>), 2020</li>
<li><strong>Scholarship of State Scholarship Fund</strong> to the United Kingdom awarded by China Scholarship Council (CSC), 2019</li>
<li><strong>Outstanding Graduate</strong> of Hunan Province, China 2015</li>
<li><strong>Outstanding Graduate</strong> of Center South University, 2015</li>
<li><strong>Meritorious Winner</strong> (<10%) in American College Student Mathematical Modeling Contest, 2014</li>
<li><strong>First Prize </strong>in Intelligent Vehicle Contest of Hunan Province, 2014</li>
<li><strong>National Scholarship </strong>(<5%), 2012，2014</li>
<li><strong>School Principal Scholarship </strong>(< 1%) in Center South University, 2012, 2013, 2014</li>
</ul>
</td></tr>
</table>
<!-- Experiences -->
<table style="width: 100%;">
<p><subheading><span style="color: #2b547e;">Experiences</span></subheading></p>
<tr>
<ul>
<li><strong>Invited Lecturer</strong> of <a href="https://study.163.com/course/introduction/1006498024.htm?share=2&shareId=400000000681046">the GAN Theory and Practice</a> in the online deep learning course</li>
</ul>
</tr>
</table>