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<!--======================================================================
//
// Website: Keke Tang's Homepage
//
// Author: Keke Tang
//
// Date: Oct 22, 2017
// // <meta name="viewport" content="width=device-width, initial-scale=0.5" />
==========================================================================-->
<html><head><title>Keke Tang's Homepage | GZHU | HKU | 唐可可 | 广州大学 </title>
</head>
<style>
a:link { text-decoration: none;color: 6464FF}
a:active { text-decoration:blink}
a:hover { text-decoration:underline;color: 6464FF}
a:visited { text-decoration: none;color: 551A8B}
</style>
<body style="width:auto; margin:0 auto;">
<font size="3" face="Arial">
<blockquote>
<div id="content">
<!--------------------------------------------------------------------------------------------------->
<!-- Manu --->
<!--------------------------------------------------------------------------------------------------->
<!--------------------------------------------------------------------------------------------------->
<!-- Header and Photo --->
<!--------------------------------------------------------------------------------------------------->
<div id="right" style="min-width:1200px">
<span style="font-size: 12pt; position: relative">
<br><br>
<h2><span style="font-size: 25pt">Dr. Keke TANG (唐可可)</span></h2>
<br>
<p>
<span style="font-size: 18pt"> Professor, Deputy Director of the Institute of Big Data and Security </span> <br>
<span style="font-size: 18pt"> Guangdong Young Talents Program Selectee（广东省青年拔尖人才）</span> <br>
<a href="http://wyy.gzhu.edu.cn/"><span style="font-size: 18pt">Cyberspace Institute of Advanced Technology (方滨兴院士团队)</span></a>
<br>
<a href="http://english.gzhu.edu.cn/"><span style="font-size: 18pt">Guangzhou University (广州大学)</span></a>
<br>
<br>
<p><span style="font-size: 16pt; line-height:18px"> Email: tangbohutbh[at]gmail[dot]com (note: I barely use the institutional email.)<br>
Office: Room 616, Boxin Building, Huangpu Campus, Guangzhou University.
</p>
<br>
<!----Photo---->
<div style="position: relative; margin-left: 65%; bottom:355px; margin-bottom:-380px;">
<img src="Home/KekeTang-Bio2.jpg" width="200px">
</div>
<span style="font-size: 15pt; line-height:32px">
<p></p>
<br><br><br>
<p></p><br>
<b><font color="red">对于考研学生:</font></b>
<b>欢迎报考<font color="red">广州大学方滨兴院士实验班</font>，欢迎有志于做高水平研究的学生进组。组内学术氛围浓厚，大部分硕士生均发表了CCF A/B类顶会论文，并据此拿到了C9或985头部高校读博机会。</b>
<br>
<b><font color="red">For potential collaborators:</font></b> <b>I am open to any cooperation. Feel free to contact me!</b>
<br>
<b><font color="red">For students:</font></b> I am looking for students to join us to conduct high-quality research in Computer Vision and Computer Graphics (in particular, <b>AI Security</b>, and <b>3D Vision</b>). If you are interested in working with me, drop me an email!
</span>
<!--<BR><BR><BR><BR>-->
<!--------------------------------------------------------------------------------------------------->
<!-- News --->
<!--------------------------------------------------------------------------------------------------->
<hr>
<div align="justify">
<h2>News</h2>
<span style="font-size: 15pt">
<p style="line-height:25px">2024/10/10   
I am guest editing an <a href="https://ietresearch.onlinelibrary.wiley.com/doi/toc/10.1049/IETIS.si.380506">Special Issue “Security Challenges and Defense Methods for Emerging AI Driven Applications” in IET Information Security</a>.
</p>
<span style="font-size: 15pt">
<p style="line-height:25px">2024/9/21   
I serve as an Associate Editor of <a href="https://link.springer.com/journal/371">Visual Computer</a>.
</p>
<span style="font-size: 15pt">
<p style="line-height:25px">2024/9/21   
1 co-supervised paper is accepted by EMNLP Findings 2024, congratulations to all co-authors.
</p>
<span style="font-size: 15pt">
<p style="line-height:25px">2024/7/16   
2 papers are accepted by ACM MM 2024, congratulations to all co-authors.
</p>
<span style="font-size: 15pt">
<p style="line-height:25px">2024/7/11   
Our 3D face reconstruction paper has been selected as a best paper candidate at ICME 2024.
</p>
<span style="font-size: 15pt">
<p style="line-height:25px">2024/7/1   
3 papers are accepted by ECCV 2024, congratulations to all co-authors.
</p>
<span style="font-size: 15pt">
<p style="line-height:25px">2024/4/20   
Prof. Keke Tang is awarded the Guangdong Special Support Program for Young Talents (“广东特支计划”青年拔尖人才).
</p>
<span style="font-size: 15pt">
<p style="line-height:25px">2024/4/17   
Our co-surpervised paper "A General Black-box Adversarial Attack on Graph-based Fake News Detectors" is accepted by IJCAI 2024. Welcome for any cooperation!
</p>
<span style="font-size: 15pt">
<p style="line-height:25px">2024/3/31   
Our paper "Effective Single-Step Adversarial Training With Energy-Based Models" is accepted by IEEE Transactions on Emerging Topics in Computational Intelligence.
</p>
<span style="font-size: 15pt">
<p style="line-height:25px">2024/2/27   
Our paper "CORES: Convolutional Response-based Score for Out-of-distribution Detection" is accepted by CVPR 2024.
</p>
<span style="font-size: 15pt">
<p style="line-height:25px">2023/12/9   
Our paper "Manifold Constraints for Imperceptible Adversarial Attacks on Point Clouds" is accepted by AAAI 2024.
</p>
<span style="font-size: 15pt">
<p style="line-height:25px">2023/9/3   
Our paper "Matching Words for Out-of-distribution Detection" is accepted by ICDM 2023.
</p>
<span style="font-size: 15pt">
<p style="line-height:25px">2023/8/1   
Our paper "HEPT Attack: Heuristic Perpendicular Trial for Hard-label Attacks under Limited Query Budgets" is accepted by CIKM 2023.
</p>
<span style="font-size: 15pt">
<p style="line-height:25px">2023/2/3   
I will serve on the international program committee of <a href="https://smiconf.github.io/2023/">SMI 2023</a>, <a href="http://www.cgs-network.org/cgi23/">CGI 2023</a> and <a href="https://dmcv.sjtu.edu.cn/cadgraphics2023/">CAD/Graphics 2023</a>.
</p>
<span style="font-size: 15pt">
<p style="line-height:25px">2022/11/20   
Our paper "Deep Manifold Attack on Point Clouds via Parameter Plane Stretching" is accepted by AAAI 2023.
</p>
<!--<p style="line-height:15px">17.11.2017    Our SIGGRAPH Aisa paper about designing wind-up toys is reported by <a href="https://www.eurekalert.org/pub_releases/2017-11/afcm-ncm111717.php">the media</a>.</p>-->
</span>
</div>
<BR>
<!--------------------------------------------------------------------------------------------------->
<!-- Biography --->
<!--------------------------------------------------------------------------------------------------->
<hr>
<div>
<h2>Biography</h2>
<span style="font-size: 15pt">
<!--<ul>-->
Keke Tang is an Associate Professor at Guangzhou University since January 2019.
From 2017.8 to 2018.12, he worked as a postdoctoral fellow in <a href="https://i.cs.hku.hk/~wenping/">Prof. Wenping Wang's group (IEEE&ACM Fellow)</a> of <a href="https://www.hku.hk/">the University of Hong Kong</a>.
<br><br>
Keke Tang received his B.S. from <a href="http://global.jlu.edu.cn/User/Index/index">Jilin University</a> in 2012,
and Ph.D. from <a href="http://en.ustc.edu.cn/">University of Science and Technology of China</a> supervised by <a href="http://ai.ustc.edu.cn/en/people/xpchen.php">Prof. Xiaoping Chen</a> in 2017, where he also closely worked with <a href="https://songpenghit.github.io/">Prof. Peng Song</a> and <a href="http://staff.ustc.edu.cn/~lgliu/">Prof. Ligang Liu</a>.
<br><br>
Find more about Keke:    
<a href="https://scholar.google.com/citations?user=9Lk6HpQAAAAJ&hl=en"><span style="font-size: 16pt">Google Scholar</span></a>      
<!--His google scholar citation profile can be visited <a href="https://scholar.google.com/citations?user=DonXkFQAAAAJ&hl=en">here</a>. </h4>-->
</span>
</div>
<!--------------------------------------------------------------------------------------------------->
<!-- Research --->
<!--------------------------------------------------------------------------------------------------->
<hr>
<div align="justify">
<h2>Research </h2>
<!--Click the following link to download:-->
<span style="font-size: 16pt; line-height:20px">
His research interests fall into the areas of robotics, computer vision and computer graphics, including
<!--His research interest is in Computer Graphics, in particular geometric modeling, digital geometry processing, computational fabrication, and interactive graphics.-->
</span>
<BR>
<span style="font-size: 15pt; line-height:36px">
<ul>
<li>AI Security
<ul>
<li>Adversarial Examples
<li>Out-of-distribution
</ul>
</ul>
</span>
<span style="font-size: 15pt; line-height:36px">
<ul>
<li>Efficient AI
<ul>
<li>Reparameterization
<li>Network Pruning
</ul>
</ul>
</span>
<span style="font-size: 15pt; line-height:36px">
<ul>
<li>Robotics
<ul>
<li>Robotics Vision
<li>SLAM
<li>Computational Robotics
<!--<li>3D Feature Description, Detection, and Matching -->
</ul>
</ul>
</span>
<span style="font-size: 15pt; line-height:36px">
<ul>
<li>Computer Vision
<ul>
<li>3D Shape Description and Matching
<li>3D Object Registration, Reconstruction, and Recognition
<li>Image Classification
<!--<li>3D Feature Description, Detection, and Matching -->
</ul>
</ul>
</span>
<span style="font-size: 15pt; line-height:36px">
<ul>
<li>Computer Graphics
<ul>
<!--<li> Geometry Modeling-->
<li>Geometry Processing
<li>Computational Fabrication
<!--<li>Computational Design of Complex Assemblies-->
</ul>
</ul>
</span>
</div>
<hr>
<div align="justify">
<h2>Professional Activities </h2>
<span style="font-size: 15pt; line-height:36px">
<ul>
<li> <b>Conference PC Member:</b> NeurIPS, CVPR, ICCV, ECCV, ICLR, AAAI, IJCAI, ACMMM, KDD, Eurographics, Pacific Graphics, EMNLP, ICME, ACCV, ICIP, CGI, SMI, CAD/Graphics, CVM, PRCV
</ul>
<ul>
<li> <b>Journal Reviewer:</b> TMM, TNNLS, TGRS, TMC, TIST, TNSE, TLT, Information Fusion, Computers & Security, Computer Aided Geometric Design, The Visual Computer, IET Computer Vision, Computers & Graphics, Expert Systems With Applications, Knowledge-Based Systems
</ul>
<ul>
<li> <b>Editor:</b> Visual Computer, Security and Communication Networks, Frontiers in Neurorobotics, 《自动化与信息工程》
</ul>
<ul>
<li> <b>Commitee Member:</b> CCF CAD&CG, CSIAM GDC, GAMES
</ul>
</span>
</div>
<hr>
<div align="justify">
<h2>Honors </h2>
<span style="font-size: 15pt; line-height:36px">
<ul>
<li> Guangdong Special Support Program for Young Talents (广东省重大人才工程——“广东特支计划”青年拔尖人才). 2023.
</ul>
<ul><li> Excellence in Research Award of CIAT at Guangzhou University (卓越科研奖). 2023.
</ul>
</span>
</div>
<hr>
<div align="justify">
<h2>Awards</h2>
<table border="0">
<td align="left" valign="center" style="text-indent:30px; font-size: 20pt; line-height:60px">
RoboCup
</td>
<td align="left" valign="center" style="text-indent: 2px; font-size: 13pt; line-height:18px">
<a href="https://www.robocup.org/"> RoboCup</a> is the most famous robotics competition in the world aiming at promoting robotics and AI research.
</td>
<tr>
<td>
<!--<BR>-->
<img src="Home/RoboCup2014.png" width = "320" style="border: 0px rgb(200,200,200) solid">
<BR><BR>
</td>
<td align="left" valign="center" style="text-indent: 2px; font-size: 13pt; line-height:18px">
<p><b>The 1st place of RoboCup@ Home League</b></p>
<p>2014</p>
<p><b>note: this is the only time that a Chinese team has ever won a championship.</b><br><br><br>
<b><font color="red"> The picture is excerpted from "People's Daily" (page 11, August 1, 2014)<a href=" http://it.people.com.cn/n/2014/0801/c1009-25380655.html"> LINK</a>
</b></p>
</td>
</tr>
<tr>
<td>
<!--<BR>-->
<img src="Home/RoboCup2015.png" width = "320" style="border: 0px rgb(200,200,200) solid">
<BR><BR>
</td>
<td align="left" valign="center" style="text-indent: 2px; font-size: 13pt; line-height:12px">
<p><b>The 1st place of RoboCup@ Robot Benchmarking Demonstration League</b></p>
<p>2015</p>
<p><b>note: this is the only time that a Chinese team has ever won a championship.</b></p>
</td>
</tr>
</table>
<hr>
<div align="justify">
<h2>Referred Research Publications</h2>
<table border="0">
<!-- 2024-ACMMM -->
<tr>
<td>
<!--<BR>-->
<img src="Publication/images/SymAttack.png" width = "320" style="border: 0px rgb(200,200,200) solid">
<BR><BR>
</td>
<td align="left" valign="center" style="text-indent: 2px; font-size: 13pt; line-height:18px;">
<p><b>SymAttack: Symmetry-aware Imperceptible Adversarial Attacks on 3D Point Clouds</b></p>
<p>Keke Tang, Zhensu Wang, Weilong Peng, Lujie Huang, Le Wang, Peican Zhu, Wenping Wang, and Zhihong Tian</p>
<p> ACM Multimedia (<b>MM</b>), 2024 <b><font color="red">(CCF A类，多媒体顶会)</b></p>
</td>
</tr>
<!-- 2024-ECCV -->
<tr>
<td>
<!--<BR>-->
<img src="Publication/images/FLAT.png" width = "320" style="border: 0px rgb(200,200,200) solid">
<BR><BR>
</td>
<td align="left" valign="center" style="text-indent: 2px; font-size: 13pt; line-height:18px;">
<p><b>FLAT: Flux-aware Imperceptible Adversarial Attacks on 3D Point Clouds</b></p>
<p>Keke Tang, Lujie Huang, Weilong Peng, Daizong Liu, Xiaofei Wang, Yang Ma, Ligang Liu, and Zhihong Tian</p>
<p> European Conference on Computer Vision (<b>ECCV</b>), 2024 <b><font color="red">(CCF B类，计算机视觉顶会)</b></p>
</td>
</tr>
<!-- 2024-CVPR -->
<tr>
<td>
<!--<BR>-->
<img src="Publication/images/CORE.png" width = "320" style="border: 0px rgb(200,200,200) solid">
<BR><BR>
</td>
<td align="left" valign="center" style="text-indent: 2px; font-size: 13pt; line-height:18px;">
<p><b>CORES: Convolutional Response-based Score for Out-of-distribution Detection</b></p>
<p>Keke Tang, Chao Hou, Weilong Peng, Runnan Chen, Peican Zhu, Wenping Wang, and Zhihong Tian</p>
<p> IEEE/CVF Conference on Computer Vision and Pattern Recognition (<b>CVPR</b>), 2024 <b><font color="red">(CCF A类，计算机视觉顶会)</b></p>
</td>
</tr>
<!-- 2024-AAAI -->
<tr>
<td>
<!--<BR>-->
<img src="Publication/images/ManifoldConstraint.png" width = "320" style="border: 0px rgb(200,200,200) solid">
<BR><BR>
</td>
<td align="left" valign="center" style="text-indent: 2px; font-size: 13pt; line-height:18px;">
<p><b>Manifold Constraints for Imperceptible Adversarial Attacks on Point Clouds</b></p>
<p>Keke Tang, Xu He, Weilong Peng, Jianpeng Wu, Yawen Shi, Daizong Liu, Pan Zhou, Wenping Wang, and Zhihong Tian</p>
<p> AAAI Conference on Artificial Intelligence (<b>AAAI</b>), 2024 <b><font color="red">(CCF A类，人工智能顶会)</b></p>
</td>
</tr>
<!-- 2024-IJCAI -->
<tr>
<td>
<!--<BR>-->
<img src="Publication/images/NewsAttack.png" width = "320" style="border: 0px rgb(200,200,200) solid">
<BR><BR>
</td>
<td align="left" valign="center" style="text-indent: 2px; font-size: 13pt; line-height:18px;">
<p><b>A General Black-box Adversarial Attack on Graph-based Fake News Detectors</b></p>
<p>Peican Zhu, Zechen Pan, Yang Liu, Jiwei Tian, Keke Tang<sup>*</sup>, and Zhen Wang</p>
<p> International Joint Conference on Artificial Intelligence (<b>IJCAI</b>), 2024 <b><font color="red">(CCF A类，人工智能顶会)</b></p>
</td>
</tr>
<!-- 2024-TETCI -->
<tr>
<td>
<!--<BR>-->
<img src="Publication/images/EnergyAT.png" width = "320" style="border: 0px rgb(200,200,200) solid">
<BR><BR>
</td>
<td align="left" valign="center" style="text-indent: 2px; font-size: 13pt; line-height:18px;">
<p><b>Effective Single-Step Adversarial Training With Energy-Based Models</b></p>
<p>Keke Tang, Tianrui Lou, Weilong Peng, Nenglun Chen, Yawen Shi, and Wenping Wang</p>
<p> IEEE Transactions on Emerging Topics in Computational Intelligence (<b>TETCI</b>), 2024 </p>
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<p><b>Reparameterization Head for Efficient Multi-Input Networks</b></p>
<p>Keke Tang, Wenyu Zhao, Weilong Peng, Xiang Fang, Xiaodong Cui, Peican Zhu, Zhihong Tian</p>
<p> IEEE International Conference on Acoustics, Speech and Signal Processing (<b>ICASSP</b>), 2024 </p>
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<p><b>Matching Words for Out-of-distribution Detection</b></p>
<p>Keke Tang, Xujian Cai, Weilong Peng, Daizong Liu, Peican Zhu, Pan Zhou, Zhihong Tian, and Wenping Wang</p>
<p> IEEE International Conference on Data Mining (<b>ICDM</b>), accepted, 2023 <b><font color="red">(CCF B类，数据挖掘顶会, acceptance rate: 9.37%)</b></p>
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<p><b>HEPT Attack: Heuristic Perpendicular Trial for Hard-label Attacks under Limited Query Budgets</b></p>
<p>Qi Li, Xingyu Li, Xiaodong Cui, Keke Tang<sup>*</sup>, and Peican Zhu<sup>*</sup></p>
<p> ACM International Conference on Information and Knowledge Management (<b>CIKM</b>), accepted, 2023 </p>
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<p><b>OOD Attack: Generating Overconfident Out-of-distribution Examples to Fool Deep Neural Classifiers</b></p>
<p>Keke Tang, Xujian Cai, Weilong Peng, Shudong Li, and Wenping Wang</p>
<p> IEEE International Conference on Image Processing (<b>ICIP</b>), accepted, 2023 </p>
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<p><b>Deep Manifold Attack on Point Clouds via Parameter Plane Stretching</b></p>
<p>Keke Tang, Jianpeng Wu, Weilong Peng, Yawen Shi, Peng Song, Zhaoquan Gu, Zhihong Tian, and Wenping Wang</p>
<p> AAAI Conference on Artificial Intelligence (<b>AAAI</b>), accepted, 2023 <b><font color="red">(CCF A类，人工智能顶会)</b></p>
<a href="Publication/papers/Tang-2023-ManifoldAttack.pdf"> [Paper]</a>
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<p><b>Rethinking Perturbation Directions for Imperceptible Adversarial Attacks on Point Clouds</b></p>
<p>Keke Tang, Yawen Shi, Tianrui Lou, Weilong Peng, Xu He, Peican Zhu, Zhaoquan Gu, and Zhihong Tian</p>
<p><b>IEEE Internet of Things Journal</b>, 2022 <b>(IF: 10.238, 中科院一区，顶刊)</b></p>
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<p><b>RepPVConv: Attentively Fusing Reparameterized Voxel Features for Efficient 3D Point Cloud Perception</b></p>
<p>Keke Tang, Yuhong Chen, Weilong Peng, Yanling Zhang, Meie Fang, Zheng Wang, and Peng Song </p>
<p><b>The Visual Computer</b>, 2022 <b>(CCF C类)</b></p>
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<p><b>Decision Fusion Networks for Image Classification</b></p>
<p> Keke Tang, Yuexin Ma, Dingruibo Miao, Peng Song, Zhaoquan Gu, Zhihong Tian and Wenping Wang</p>
<p><b>IEEE Transactions on Neural Networks and Learning Systems</b>, 2022 <b>(IF: 14.255, 中科院一区，顶刊)</b></p>
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<p><b>Manipulation Planning From Demonstration Via Goal-Conditioned Prior Action Primitive Decomposition and Alignment</b></p>
<p> Nan Lin<sup>#</sup>, Yuxuan Li<sup>#</sup>, <i>Keke Tang</i><sup>#</sup>, Yujun Zhu, Xiayu Zhang, Ruolin Wang, Jianmin Ji, Xiaoping Chen and Xinming Zhang</p>
<p><b>IEEE Robotics and Automation Letters</b>, 2022 <b>(selected for presentation at ICRA)</b></p>
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<p><b>CODEs: Chamfer Out-of-Distribution Examples against Overconfidence Issue</b></p>
<p><i>Keke Tang</i>, Dingruibo Miao, Weilong Peng, Jianpeng Wu, Yawen Shi, Zhaoquan Gu, Zhihong Tian, and Wenping Wang</p>
<p> IEEE International Conference on Computer Vision (<b>ICCV</b>), accepted, 2021 <b><font color="red">(CCF A类，计算机视觉三大顶会之一)</b></p>
<a href="Publication/papers/Tang-2021-CODEs.pdf"> [Paper]</a>
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<p><b>A Hybrid Underwater Manipulator System With Intuitive Muscle-Level sEMG Mapping Control</b></p>
<p>Hua Zhong, Zhong Shen, Yafei Zhao, <i>Keke Tang</i>, Zheng Wang, and Wenping Wang</p>
<p><b>IEEE Robotics and Automation Letters</b>, 2020 <b>(selected for presentation at ICRA)</b></p>
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<p><b>Computational Design of Steady 3D Dissection Puzzles</b></p>
<p><i>Keke Tang</i>, Peng Song, Xiaofei Wang, Bailin Deng, Chi-Wing Fu, and Ligang Liu</p>
<p>Computer Graphics Forum (Proc. of <b>Eurographics</b>), accepted, 2019 <b><font color="red">(CCF B类，计算机图形学三大顶会之一)</b></p>
<a href="Publication/papers/2019-EG-DissectionPuzzles.pdf"> [Paper]</a>
[Video: <a href="https://www.youtube.com/watch?v=KFvljmSbzSg">youtube</a>, <a href="http://v.youku.com/v_show/id_XNDA3MTIwOTI1Ng==.html?tpa=dW5pb25faWQ9MTAzMjUyXzEwMDAwMV8wMV8wMQ">youku</a>]
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<p><b>Signature of Geometric Centroids for 3D Local Shape Description and Partial Shape Matching</b></p>
<p><i>Keke Tang</i>, Peng Song, and Xiaoping Chen</p>
<p>The 13th Asian Conference on Computer Vision (<b>ACCV</b>), 2016 <b>(CCF C类)</b></p>
<a href="Publication/papers/2019-EG-DissectionPuzzles.pdf"> [Paper]</a>
<a href="SGC/index.html"> [Project Page]</a>
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