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<DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<title>Shihao Zou</title>
<meta name="description" content="Shihao Zou's personal website." />
<meta name="keywords" content="computer vision, machine learning" />
<link rel="stylesheet" href="css/style.css">
</head>
<style>
body {
max-width: 100ch;
min-height: 80vh;
}
h1 {
font-size: 2.0rem;
}
h2 {
font-size: 1.2rem;
}
h3 {
font-size: 1.0rem;
}
h4 {
font-size: 1.0rem;
}
</style>
<body>
<h1 style="text-align:center;">Shihao Zou 邹诗浩
<label for="sn-1" class="sidenote-toggle sidenote-number"></label>
<input type="checkbox" id="sn-1" class="sidenote-toggle" />
<span class="sidenote right">
A photo of myself
<img src="assets/photo2023.jpg" loading="lazy" alt="Shihao Zou's photo" width="400" />
</span><br>
</h1>
<p class="author">
<a href="https://github.com/JimmyZou">[Github]</a>
<a href="https://scholar.google.ca/citations?user=Iz0oguYAAAAJ&hl=en">[Google Scholar]</a>
<a href="https://www.linkedin.com/in/shihao-zou-724177202">[Linkedin]</a>
<a href="./assets/CV.pdf" download="CV_Shihao_Zou.pdf">[CV]</a>
<br>Email: sh.zou@siat.ac.cn<br>
Last Update: March 28, 2024
</p>
<div class="abstract">
<h2>Bios</h2>
<p style="text-align:left;">
I graduated from University of Alberta (<b>UoA</b>) in Canada with Ph.D. degree in Computer Engineering
advised by Professor <a href="https://www.ece.ualberta.ca/~lcheng5/">Li Cheng</a>. During
my Ph.D., I was fortunate to intern at Meta Reality Labs twice, advised by Dr. <a
href="https://web.cs.ucla.edu/~yuanluxu/index.html">Yuanlu Xu</a> in 2023 and Dr. <a
href="https://minhpvo.github.io/">Minh Vo</a> in 2022, and also at Huawei 2012 Labs twice.
Before Ph.D., I graduated from University College London (<b>UCL</b>) with M.Res. degree advised by
Professor <a href="http://www0.cs.ucl.ac.uk/staff/jun.wang/">Jun Wang</a>
and Beijing Institute of Technology (<b>BIT</b>) with B.Sc. degree advised by Professor <a
href="https://isc.bit.edu.cn/schools/iae/knowinprofessors10/b113101.htm">Huiqi Li</a>.
</p>
<br>
<p style="text-align:left;">
I joined <a href="http://mmlab.siat.ac.cn/">Multimedia Lab</a>
<label for="sn-2" class="sidenote-toggle sidenote-number"></label>
<input type="checkbox" id="sn-2" class="sidenote-toggle" />
<span class="sidenote right">
Multimedia Lab at SIAT was founded by Professor <a
href="https://www.ie.cuhk.edu.hk/people/xotang.shtml">Xiaoou Tang</a> and <a
href="http://mmlab.siat.ac.cn/yuqiao/">Yu Qiao</a>, and is currently led by Professor <a
href="http://xpixel.group/2010/01/20/chaodong.html">Chao Dong</a>.
</span>
at Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences (<b>SIAT, CAS</b>) as a
Research Assisstant Professor. If you are interested in collaborating on research or have any
other inquiries, please don't hesitate to contact me. Thank you for visiting!
</p>
<br>
<p style="text-align:left;">
My research interests lie in computer vision, machine learning, and reinforcement learning.
<ul style="text-align:left;">
<li>
<b>Digital Humans</b>: motion capture, human pose estimation,
motion synthesis/generation and human shape reconstruction.
</li>
<li>
<b>AI Generated Content (AIGC)</b> in human modeling and beyond: generative
models, motion or clothed human synthesis/generation.
</li>
<li>
<b>Learning in Computer Vision and Novel Sensors</b>: event or polarization camera, spiking
neural networks, transformer, self/smi/un-supervised learning.
</li>
</ul>
</p>
</div>
<h2 id="blogs">Blogs Posted</h2>
<ul>
<li>
<a href="src/blog_generative_models.html">Blog: Generative Models Related</a><br>
</li>
<li>
<a href="src/blog_graduate_guidance.html">Blog: Graduate Student Onboarding 研究生入门指南</a><br>
</li>
<li>
<a href="src/blog_human_shape_recon.html">Blog: Human Shape Reconstruction</a><br>
</li>
<li>
<a href="src/blog_event_based_vision.html">Blog: Event-Based Vision and Some Other Research
Topics</a><br>
</li>
</ul>
<main>
<article>
<h2 id="publications">Publications</h2>
<table cellspacing="15" style="border:hidden;">
<tbody>
<tr>
<td width="20%" align=center>
<img width="200" align="center" src="./assets/fig_publication/eventhpe_snn.jpg"
border="0">
</td>
<td>
<span style="font-size: 12pt;">
<b>Event-based Human Pose Tracking by Spiking
Spatiotemporal Transformer</b>
</span>
<br>
<span style="font-size: 11pt;">
<u><a href="https://jimmyzou.github.io/">Shihao Zou</a></u>, <a
href="https://yxmu.foo/">Yuxuan Mu</a>, <a
href="https://sites.google.com/site/xinxinzuohome/home">Xinxin Zuo</a>,
<a href="https://sites.google.com/site/senwang1312home/">Sen Wang</a>, <a
href="https://vision-and-learning-lab-ualberta.github.io/">Li
Cheng</a>.<br>
In arXiv 2023. <br>
[<a href="https://arxiv.org/abs/2303.09681">Paper</a>]
<!-- [<a href="">Webpage</a>] -->
[<a href="">Code</a>]
<!-- [<a href="">Bibtex</a>] -->
</span><br>
</td>
</tr>
<tr>
<td width="20%" align=center>
<img width="200" align="center" src="./assets/fig_publication/snipper.jpg" border="0">
</td>
<td>
<span style="font-size: 12pt;">
<b>Snipper: A Spatiotemporal Transformer
for Simultaneous Multi-Person 3D Pose Estimation Tracking and Forecasting on a
Video Snippet</b>
</span>
<br>
<span style="font-size: 11pt;">
<u><a href="https://jimmyzou.github.io/">Shihao Zou</a></u>, <a
href="https://web.cs.ucla.edu/~yuanluxu/">Yuanlu Xu</a>, Chao Li,
Lingni Ma, <a href="https://vision-and-learning-lab-ualberta.github.io/">Li
Cheng</a>, Minh Vo.<br>
In IEEE TCSVT 2023 (JCR Q1). <br>
[<a href="https://arxiv.org/abs/2207.04320.pdf">Paper</a>]
<!-- [<a href="">Webpage</a>] -->
[<a href="">Code</a>]
<!-- [<a href="">Bibtex</a>] -->
</span><br>
</td>
</tr>
<tr>
<td width="20%" align=center>
<img width="200" align="center" src="./assets/fig_publication/polar_hpe.jpg" border="0">
</td>
<td>
<span style="font-size: 12pt;">
<b>Human Pose and Shape Estimation from Single Polarization Images</b>
</span>
<br>
<span style="font-size: 11pt;">
<u><a href="https://jimmyzou.github.io/">Shihao Zou</a></u>, <a
href="https://sites.google.com/site/xinxinzuohome/home">Xinxin Zuo</a>, <a
href="https://sites.google.com/site/senwang1312home/">Sen Wang</a>,
Yiming Qian, <a href="https://ericguo5513.github.io/">Chuan Guo</a>, Li
Cheng.<br>
In IEEE TMM 2022 (JCR Q1). <br>
[<a href="https://arxiv.org/abs/2108.06834">Paper</a>]
<!-- [<a href="">Webpage</a>] -->
[<a href="">Code</a>]
<!-- [<a href="">Bibtex</a>] -->
</span><br>
</td>
</tr>
<tr>
<td width="20%" align=center>
<img width="200" align="center" src="./assets/fig_publication/eventhpe.jpg" border="0">
</td>
<td>
<span style="font-size: 12pt;">
<b>EventHPE: Event-based 3D Human Pose Estimation</b>
</span>
<br>
<span style="font-size: 11pt;">
<u><a href="https://jimmyzou.github.io/">Shihao Zou</a></u>, <a
href="https://ericguo5513.github.io/">Chuan Guo</a>, <a
href="https://sites.google.com/site/xinxinzuohome/home">Xinxin Zuo</a>,
<a href="https://sites.google.com/site/senwang1312home/">Sen Wang</a>, Pengyu Wang,
Xiaoqin
Hu, Shoushun Chen, <a href="https://socs.uoguelph.ca/~minglun/">Minglun Gong</a>, <a
href="https://vision-and-learning-lab-ualberta.github.io/">Li Cheng</a>.<br>
In ICCV 2021. <br>
[<a href="https://arxiv.org/abs/2108.06819">Paper</a>]
<!-- [<a href="">Webpage</a>] -->
[<a href="">Code</a>]
<!-- [<a href="">Bibtex</a>] -->
</span><br>
</td>
</tr>
<tr>
<td width="20%" align=center>
<img width="200" align="center" src="./assets/fig_publication/polar_hpe_eccv.jpg"
border="0">
</td>
<td>
<span style="font-size: 12pt;">
<b>3D Human Shape Reconstruction from a Polarization Image</b>
</span>
<br>
<span style="font-size: 11pt;">
<u><a href="https://jimmyzou.github.io/">Shihao Zou</a></u>, Yiming Qian, <a
href="https://sites.google.com/site/senwang1312home/">Sen Wang</a>,
<a href="https://sites.google.com/site/xinxinzuohome/home">Xinxin Zuo</a>, Chi Xu,
Minglun
Gong, <a href="https://vision-and-learning-lab-ualberta.github.io/">Li
Cheng</a>.<br>
In ECCV 2020. <br>
[<a href="https://arxiv.org/abs/2007.09268">Paper</a>]
<!-- [<a href="">Webpage</a>] -->
[<a href="">Code</a>]
<!-- [<a href="">Bibtex</a>] -->
</span><br>
</td>
</tr>
<tr>
<td width="20%" align=center>
<img width="200" align="center" src="./assets/fig_publication/multiagent_rank.jpg"
border="0">
</td>
<td>
<span style="font-size: 12pt;">
<b>Multi-agent Reinforced Learning to Rank</b>
</span>
<br>
<span style="font-size: 11pt;">
<u><a href="https://jimmyzou.github.io/">Shihao Zou</a></u>, Zhonghua Li, Mohammad
Akbari, <a href="http://www0.cs.ucl.ac.uk/staff/jun.wang/">Jun Wang</a>, Peng
Zhang.<br>
In CIKM 2020. <br>
[<a href="https://arxiv.org/abs/1909.06859">Paper</a>]
<!-- [<a href="">Webpage</a>] -->
<!-- [<a href="">Code</a>] -->
<!-- [<a href="">Bibtex</a>] -->
</span><br>
</td>
</tr>
<tr>
<td width="20%" align=center>
<img width="200" align="center" src="./assets/fig_publication/ictir.jpg" border="0">
</td>
<td>
<span style="font-size: 12pt;">
<b>On the Equilibrium of Query Reformulation and Document Retrieval</b>
</span>
<br>
<span style="font-size: 11pt;">
<u><a href="https://jimmyzou.github.io/">Shihao Zou</a></u>, Guanyu Tao, <a
href="http://www0.cs.ucl.ac.uk/staff/jun.wang/">Jun Wang</a>,
<a href="https://wnzhang.net/">Weinan Zhang</a>, Dell Zhang.<br>
In ICTIR 2018. <br>
[<a href="https://arxiv.org/abs/1807.02299">Paper</a>]
<!-- [<a href="">Webpage</a>] -->
<!-- [<a href="">Code</a>] -->
<!-- [<a href="">Bibtex</a>] -->
</span><br>
</td>
</tr>
<tr>
<td width="20%" align=center>
<img width="200" align="center"
src="./assets/fig_publication/trimodel_motion_retrieval.jpg" border="0">
</td>
<td>
<span style="font-size: 12pt;">
<b>Tri-Modal Motion Retrieval by Learning a Joint Embedding Space</b>
</span>
<br>
<span style="font-size: 11pt;">
<a href="https://github.com/yinkangning0124">Kangning Yin</a>, <u><a
href="https://jimmyzou.github.io/">Shihao Zou</a></u>, Yuxuan Ge, <a
href="https://sca.shanghaitech.edu.cn/sca_en/2020/0903/c7933a173623/page.htm">Zheng
Tian</a>.<br>
In CVPR 2024. <br>
[<a href="https://arxiv.org/abs/2403.00691">Paper</a>]
<!-- [<a href="">Webpage</a>] -->
[<a href="">Code</a>]
<!-- [<a href="">Bibtex</a>] -->
</span><br>
</td>
</tr>
<tr>
<td width="20%" align=center>
<img width="200" align="center" src="./assets/fig_publication/racon23.jpg" border="0">
</td>
<td>
<span style="font-size: 12pt;">
<b>RACon: Retrieval-Augmented Simulated Character Locomotion Control</b>
</span>
<br>
<span style="font-size: 11pt;">
<a href="https://yxmu.foo/">Yuxuan Mu</a>, <u><a
href="https://jimmyzou.github.io/">Shihao Zou</a></u>, <a
href="https://github.com/yinkangning0124">Kangning Yin</a>, <a
href="https://sca.shanghaitech.edu.cn/sca_en/2020/0903/c7933a173623/page.htm">Zheng
Tian</a>, <a href="https://vision-and-learning-lab-ualberta.github.io/">Li
Cheng</a>, <a href="https://wnzhang.net/">Weinan Zhang</a>, <a
href="http://www0.cs.ucl.ac.uk/staff/jun.wang/">Jun Wang</a>.<br>
In ICME 2024. <br>
[<a href="https://arxiv.org/abs/2403.00691">Paper</a>]
<!-- [<a href="">Webpage</a>] -->
[<a href="">Code</a>]
<!-- [<a href="">Bibtex</a>] -->
</span><br>
</td>
</tr>
<tr>
<td width="20%" align=center>
<img width="200" align="center" src="./assets/fig_publication/text2motion.jpg"
border="0">
</td>
<td>
<span style="font-size: 12pt;">
<b>Diverse and Natural 3D Human Motions from Text</b>
</span>
<br>
<span style="font-size: 11pt;">
<a href="https://ericguo5513.github.io/">Chuan Guo</a>, <u><a
href="https://jimmyzou.github.io/">Shihao Zou</a></u>, <a
href="https://sites.google.com/site/xinxinzuohome/home">Xinxin Zuo</a>,
<a href="https://sites.google.com/site/senwang1312home/">Sen Wang</a>, Wei Ji, <a
href="https://vision-and-learning-lab-ualberta.github.io/">Li
Cheng</a>.<br>
In CVPR 2022. <br>
[<a
href="https://openaccess.thecvf.com/content/CVPR2022/papers/Guo_Generating_Diverse_and_Natural_3D_Human_Motions_From_Text_CVPR_2022_paper.pdf">Paper</a>]
<!-- [<a href="">Webpage</a>] -->
<!-- [<a href="">Code</a>] -->
<!-- [<a href="">Bibtex</a>] -->
</span><br>
</td>
</tr>
<tr>
<td width="20%" align=center>
<img width="200" align="center" src="./assets/fig_publication/action2video.jpg"
border="0">
</td>
<td>
<span style="font-size: 12pt;">
<b>Action2video: Generating Videos of Human 3D Actions</b>
</span>
<br>
<span style="font-size: 11pt;">
<a href="https://ericguo5513.github.io/">Chuan Guo</a>, <a
href="https://sites.google.com/site/xinxinzuohome/home">Xinxin Zuo</a>, <a
href="https://sites.google.com/site/senwang1312home/">Sen Wang</a>, Xinshuang
Liu, <u><a href="https://jimmyzou.github.io/">Shihao Zou</a></u>, Minglun
Gong, <a href="https://vision-and-learning-lab-ualberta.github.io/">Li
Cheng</a>.<br>
In IJCV 2022 (JCR Q1). <br>
[<a href="https://arxiv.org/abs/2111.06925">Paper</a>]
<!-- [<a href="">Webpage</a>] -->
<!-- [<a href="">Code</a>] -->
<!-- [<a href="">Bibtex</a>] -->
</span><br>
</td>
</tr>
<tr>
<td width="20%" align=center>
<img width="200" align="center" src="./assets/fig_publication/action2motion.jpg"
border="0">
</td>
<td>
<span style="font-size: 12pt;">
<b>Action2Motion: Conditioned Generation of 3D Human Motions</b>
</span>
<br>
<span style="font-size: 11pt;">
<a href="https://ericguo5513.github.io/">Chuan Guo</a>, <a
href="https://sites.google.com/site/xinxinzuohome/home">Xinxin Zuo</a>, <a
href="https://sites.google.com/site/senwang1312home/">Sen Wang</a>, <u><a
href="https://jimmyzou.github.io/">Shihao
Zou</a></u>, Qingyao Sun, Annan
Deng, <a href="https://socs.uoguelph.ca/~minglun/">Minglun Gong</a>, <a
href="https://vision-and-learning-lab-ualberta.github.io/">Li
Cheng</a>.<br>
In ACM MM 2020. <br>
[<a href="https://arxiv.org/abs/2007.15240">Paper</a>]
<!-- [<a href="">Webpage</a>] -->
<!-- [<a href="">Code</a>] -->
<!-- [<a href="">Bibtex</a>] -->
</span><br>
</td>
</tr>
<tr>
<td width="20%" align=center>
<img width="200" align="center" src="./assets/fig_publication/opponent_modeling.jpg"
border="0">
</td>
<td>
<span style="font-size: 12pt;">
<b>Learning to Communicate Implicitly By Actions</b>
</span>
<br>
<span style="font-size: 11pt;">
<a href="https://sca.shanghaitech.edu.cn/sca_en/2020/0903/c7933a173623/page.htm">Zheng
Tian</a>, <u><a href="https://jimmyzou.github.io/">Shihao Zou</a></u>, Ian
Davies, Tim Warr, Lisheng Wu, Haitham
Bou Ammar, <a href="http://www0.cs.ucl.ac.uk/staff/jun.wang/">Jun Wang</a>.<br>
In AAAI 2020 (spotlight). <br>
[<a href="https://arxiv.org/abs/1810.04444">Paper</a>]
<!-- [<a href="">Webpage</a>] -->
<!-- [<a href="">Code</a>] -->
<!-- [<a href="">Bibtex</a>] -->
</span><br>
</td>
</tr>
<tr>
<td width="20%" align=center>
<img width="200" align="center" src="./assets/fig_publication/opponent_ijcai.jpg"
border="0">
</td>
<td>
<span style="font-size: 12pt;">
<b>A Regularized Opponent Model with Maximum Entropy Objective</b>
</span>
<br>
<span style="font-size: 11pt;">
<a href="https://sca.shanghaitech.edu.cn/sca_en/2020/0903/c7933a173623/page.htm">Zheng
Tian</a>, <a href="https://yingwen.io/">Ying Wen</a>, Zhichen Gong, Faiz
Punakkath, <u><a href="https://jimmyzou.github.io/">Shihao Zou</a></u>, <a
href="http://www0.cs.ucl.ac.uk/staff/jun.wang/">Jun Wang</a>.<br>
In IJCAI 2019. <br>
[<a href="https://arxiv.org/abs/1905.08087">Paper</a>]
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</span><br>
</td>
</tr>
</tbody>
</table>
<h2 id="services">Services</h2>
<ul>
<li>Reviewer @ AAAI2024, ICCV2023, CVPR2022, ECCV2022, CVPR2021, ICCV2021, AAAI2021, IJCAI2021</li>
<li>Invited Reviewer @ IEEE TMM, IEEE TCSVT, PR, IEEE Sensors</li>
</ul>
<h2 id="experiences">Experiences</h2>
<ul>
<li>
Jun 2023 ~ Sept 2023 - Research Internship @ Huawei 2012 Labs, Canada
</li>
<li>
Jul 2022 ~ Nov 2022 - Research Scientist Intern @ Meta Reality Labs, Switzerland
</li>
<li>
May 2021 ~ Dec 2021 - Research Scientist Intern @ Meta Reality Labs, Canada
</li>
<li>
Sep 2018 ~ Jan 2019 - Research Internship @ Huawei 2012 Labs, China
</li>
</ul>
<!-- <h2 id="education">Education</h2>
<ul>
<li>
Jan 2019 ~ Oct 2023 <br>
Ph.D. candidate in Computer Engineering <br>
University of Alberta, Canada
</li>
<li>
Sep 2017 ~ Sep 2018 <br>
M.Res. in Web Science and Big Data Analytics <br>
University College London, UK
</li>
<li>
Sep 2013 ~ Jun 2017 <br>
B.Sc. in Electronic Information Engineering<br>
Beijing Institute of Technology, China
</li>
<li>
Sep 2016 ~ Jan 2017 <br>
Visiting <br>
Hong Kong University of Science and Technology
</li>
</ul> -->
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