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<!DOCTYPE HTML>
<!--
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<html>
<head>
<title>Yang Fengxiang's Homepage</title>
<meta http-equiv="content-type" content="text/html; charset=utf-8" />
<meta name="description" content="" />
<meta name="keywords" content="" />
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</head>
<body id="top">
<!-- Header -->
<header id="header">
<a href="#" class="image avatar"><img src="images/selfie.jpg" alt="" /></a>
<h1><strong>Yang Fengxiang</strong><br />
杨丰祥<br />
</h1>
</header>
<!-- Main -->
<div id="main">
<!-- One -->
<section id="one">
<h2>About Me</h2>
<p>
I'm currently an engineer at vivo communication technology co. ltd. <br />
I received my doctorial degree at 2024 from Xiamen University, Fujian, China.<br />
My research interests lie in <i style="color: #3eb08f">generative models</i> and other related topics.
</p>
<!-- <ul class="actions">
<li><a href="images/resume/resume_chinese.pdf" class="button"> Curriculum Vitae </a></li>
</ul> -->
</section>
<!-- Two -->
<section id="two">
<h2>News</h2>
<div>
<ul>
<li><strong>[2026.06.18]</strong> One paper is accepted by ECCV 2026.</li>
<li><strong>[2026.01.26]</strong> One paper is accepted by ICLR 2026.</li>
<li><strong>[2024.07.01]</strong> One paper is accepted by ECCV 2024.</li>
<li><strong>[2023.12.09]</strong> One paper is accepted by AAAI 2024.</li>
<li><strong>[2022.08.10]</strong> One paper is accepted by IEEE TPAMI.</li>
<li><strong>[2021.03.01]</strong> Two papers are accepted by CVPR 2021.</li>
<li><strong>[2020.12.02]</strong> One paper is accepted by AAAI 2021.</li>
<li><strong>[2019.12.01]</strong> One paper is accepted by IEEE TMM.</li>
<li><strong>[2019.11.11]</strong> One paper is accepted by AAAI 2020.</li>
</ul>
</div>
</section>
<!-- Three -->
<section id="three">
<h2>Publications</h2>
<div class="row" style="display: flex; flex-wrap: wrap">
<article class="6u$ 12u$(xsmall) work-item">
<a href="images/thumbs/druid.png" class="image fit thumb">
<img src="images/thumbs/druid.png" width="50%" height="200px" alt="" />
</a>
<h3>I-DRUID: Layout to image generation via instance-disentangled representation and unpaired data (ICLR'26)</h3>
<p>F Yang, T Zheng, B Yin, S Liu, J Chen, P Jiang, B Li.</p>
<a href="https://openreview.net/forum?id=yB7FIFwJwN">Paper</a> /
<a href="https://github.com/FlyingRoastDuck/I_DRUID">Code</a> /
<a data-toggle="modal" data-target="#cite"
onclick="send_bib('@inproceedings{yang2026druid,<br>' +
'author={Yang Fengxiang and Zheng Tianyi and Yin Bangjie and Liu Shice and Chen Jinwei and Jiang Pengtao and Li Bo},<br>'+
'title={I-DRUID: Layout to image generation via instance-disentangled representation and unpaired data},<br>' +
'booktitle={ICLR},<br>'+
'year={2026},<br>'+
'}')">
Bibtex
</a>
</article>
<article class="6u$ 12u$(xsmall) work-item">
<a href="images/thumbs/eccv_learn.jpg" class="image fit thumb">
<img src="images/thumbs/eccv_learn.png" width="50%" height="200px" alt="" />
</a>
<h3>Learning to distinguish samples for generalized category discovery (ECCV'24)</h3>
<p>F Yang, N Pu, W Li, Z Luo, S Li, N Sebe, Z Zhong.</p>
<a href="https://www.ecva.net/papers/eccv_2024/papers_ECCV/papers/08177.pdf">Paper</a> /
<a href="images/posters/learn_poster.pdf">Poster</a> /
<a data-toggle="modal" data-target="#cite"
onclick="send_bib('@inproceedings{yang2024learn,<br>' +
'author={Yang Fengxiang and Pu Nan and Li Wenjing and Luo Zhiming and Li Shaozi and Nicu Sebe and Zhong Zhun},<br>'+
'title={Learning to distinguish samples for generalized category discovery},<br>' +
'booktitle={ECCV},<br>'+
'year={2024},<br>'+
'}')">
Bibtex
</a>
</article>
<article class="6u$ 12u$(xsmall) work-item">
<a href="images/thumbs/dacs.jpg" class="image fit thumb">
<img src="images/thumbs/dacs.jpg" width="50%" height="200px" alt="" />
</a>
<h3>Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification (AAAI'24)</h3>
<p>F Yang, Z Zhong, Z Luo, Y He, S Li, N Sebe.</p>
<a href="x">Paper</a> /
<a href="https://github.com/FlyingRoastDuck/DACS.git">Code</a> /
<a href="images/posters/dacs_poster.pdf">Poster</a> /
<a data-toggle="modal" data-target="#cite"
onclick="send_bib('@inproceedings{yang2024diversity,<br>' +
'author={Yang Fengxiang and Zhong Zhun and Luo Zhiming and Yifan He and Li Shaozi and Nicu Sebe},<br>'+
'title={Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification},<br>' +
'booktitle={AAAI},<br>'+
'year={2024},<br>'+
'}')">
Bibtex
</a>
</article>
<article class="6u$ 12u$(xsmall) work-item">
<a href="images/thumbs/uniattack.jpg" class="image fit thumb">
<img src="images/thumbs/uniattack.jpg" width="50%" height="200px" alt="" />
</a>
<h3>Towards Robust Person Re-identification by Defending Against Universal Attackers (TPAMI'22)</h3>
<p>F Yang*, J Weng*, Z Zhong, H Liu, Z Wang, Z Luo, D Cao, S Li, S Satoh, N Sebe.</p>
<a href="https://ieeexplore.ieee.org/document/9858024">Paper</a> /
<a href="https://github.com/WJJLL/Meta-Attack-Defense">Code</a> /
<a data-toggle="modal" data-target="#cite"
onclick="send_bib('@article{yang2022towards,<br>' +
'author={Yang, Fengxiang and Weng, Juanjuan and Zhong, Zhun and Liu, Hong and Wang, Zheng and Luo, Zhiming and Cao, Donglin and Li, Shaozi and Satoh, Shin\'ichi and Sebe, Nicu},<br>'+
'title={Towards Robust Person Re-Identification by Defending Against Universal Attackers},<br>' +
'journal={IEEE Transactions on Pattern Analysis \& Machine Intelligence},<br>'+
'pages = {5218--5235},<br>'+
'year = {2022},<br>'+
'}')">
Bibtex
</a>
</article>
<article class="6u$ 12u$(xsmall) work-item">
<a href="images/thumbs/metacam.png" class="image fit thumb">
<img src="images/thumbs/metacam.png" width="50%" height="200px" alt="" />
</a>
<h3>Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification (CVPR'21)</h3>
<p>F Yang*, Z Zhong*, Z Luo, Y Cai, S Li, N Sebe.</p>
<a href="https://arxiv.org/abs/2103.04618">Paper</a> /
<a href="https://github.com/FlyingRoastDuck/MetaCam_DSCE">Code</a> /
<a href="https://course.zhidx.com/c/OWYyZTMxNzJhYTA2YzEyYjZhYjM=">Talk</a> /
<a href="images/posters/metacam_poster.pdf">Poster</a> /
<a data-toggle="modal" data-target="#cite"
onclick="send_bib('@inproceedings{yang2021meta,<br>' +
'author = {Yang, Fengxiang and Zhong, Zhun and Luo, Zhiming and Cai, Yuanzheng and Lin, Yaojin and Li, Shaozi and Sebe, Nicu},<br>'+
'title = {Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification},<br>' +
'booktitle = {CVPR},<br>'+
'year = {2021},<br>'+
'pages = {4855--4864}<br>'+
'}')">
Bibtex
</a>
</article>
<article class="6u$ 12u$(xsmall) work-item">
<a href="images/thumbs/MetaAttack.jpg" class="image fit thumb">
<img src="images/thumbs/MetaAttack.jpg" width="50%" height="200px" alt="" />
</a>
<h3>Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning (AAAI'21)</h3>
<p>F Yang, Z Zhong, H Liu, Z Wang, Z Luo, S Li, N Sebe, S Satoh.</p>
<a href="https://www.aaai.org/AAAI21Papers/AAAI-578.YangF.pdf">Paper</a> /
<a href="https://github.com/FlyingRoastDuck/MetaAttack_AAAI21">Code</a> /
<a href="images/posters/metaattack_poster.pdf">Poster</a> /
<a data-toggle="modal" data-target="#cite"
onclick="send_bib('@inproceedings{yang2021learning,<br>'+
' title={Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning},<br>'+
' author={Yang, Fengxiang and Zhong, Zhun and Liu, Hong and Wang, Zheng and Luo, Zhiming and Li, Shaozi and Sebe, Nicu and Satoh, Shin’ichi},<br>'+
' booktitle={AAAI},<br>'+
' pages={3128--3135},<br>'+
' year={2021}<br>'+
'}')">
Bibtex
</a>
</article>
<article class="6u$ 12u$(xsmall) work-item">
<a href="images/fulls/PGPPM.jpg" class="image fit thumb">
<img src="images/thumbs/PGPPM.jpg" width="50%" height="200px" alt="" />
</a>
<h3>Leveraging virtual and real person for unsupervised person re-identification (TMM'20)</h3>
<p>F Yang, Z Zhong, Z Luo, S Lian, S Li.</p>
<a href="https://arxiv.org/pdf/1811.02074.pdf">Paper</a> /
<a href="https://github.com/FlyingRoastDuck/PGPPM">Code</a>/
<a data-toggle="modal" data-target="#cite"
onclick="send_bib('@article{yang2020leveraging,<br>'+
' title={Leveraging virtual and real person for unsupervised person re-identification},<br>'+
' author={Yang, Fengxiang and Zhong, Zhun and Luo, Zhiming and Lian, Sheng and Li, Shaozi},<br>'+
' journal={IEEE Transactions on Multimedia},<br>'+
' volume = {22},<br>'+
' number = {9},<br>'+
' pages = {2444--2453},<br>'+
' year={2020},<br>'+
' publisher={IEEE}<br>'+
' }')">
Bibtex
</a>
</article>
<article class="6u 12u$(xsmall) work-item">
<a href="images/fulls/ACT.jpg" class="image fit thumb">
<img src="images/thumbs/ACT.jpg" width="50%" height="200px" alt="" />
</a>
<h3>Asymmetric Co-Teaching for Unsupervised Cross-Domain Person Re-Identification (AAAI'20)</h3>
<p>F Yang, K Li, Z Zhong, Z Luo, X Sun, H Cheng, X Guo, F Huang, R Ji, S Li.</p>
<a href="https://arxiv.org/pdf/1912.01349.pdf">Paper</a> /
<a href="https://github.com/FlyingRoastDuck/ACT_AAAI20">Code</a> /
<a data-toggle="modal" data-target="#cite"
onclick="send_bib('@inproceedings{yang2020asymmetric,<br>'+
'title={Asymmetric Co-Teaching for Unsupervised Cross-Domain Person Re-Identification.},<br>'+
'author={Yang, Fengxiang and Li, Ke and Zhong, Zhun and Luo, Zhiming and Sun, Xing and Cheng, Hao and Guo, Xiaowei and Huang, Feiyue and Ji, Rongrong and Li, Shaozi},<br>'+
'booktitle={AAAI},<br>'+
'pages={12597--12604},<br>'+
'year={2020}<br>'+
'}')">
Bibtex
</a>
</article>
</div>
</section>
<div class="modal fade" id="cite" tabindex="-1" role="dialog"
aria-labelledby="Bibtex" aria-hidden="true" data-keyboard="false">
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<h4 class="modal-title" id="Bibtex">
Bibtex
</h4>
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Copy
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<!-- Four -->
<section id="four">
<h2>Activities</h2>
<div>
<ul>
<li> ICML Gold Reviewer; ICLR / NIPS / CVPR / ICCV / ECCV Reviewer.</li>
<li> Journal Reviewer: IJCV, TIP, TCSVT, TNNLS, PR.</li>
<li><strong>[2019.04.10 - 2019.11.10]</strong> Tencent Rhino-Bird Elite Training Program.</li>
<li><strong>[2022.11.16 - 2023.12.15]</strong> CSC Visiting Ph.D. Program.</li>
</ul>
</div>
</section>
<!-- Five -->
<section id="five">
<h2>Contact Me</h2>
<p>Don't hesitate to contact me if you have any questions.</p>
<div class="row">
<div class="4u$ 12u$(small)">
<ul class="labeled-icons">
<li>
<h3 class="icon fa-envelope-o"><span class="label">Email</span></h3>
yangfx@stu.xmu.edu.cn
</li>
<li>
<h3 class="icon fa-github"><span class="label">Github</span></h3>
<a href="https://github.com/FlyingRoastDuck">FlyingRoastDuck</a>
</li>
</ul>
</div>
</div>
</section>
<!-- Six -->
<section id="six">
<h2>My Friends</h2>
<a href="http://zhunzhong.site/">Zhun Zhong (HFUT)</a><br>
<a href="https://tpcd.github.io/">Nan Pu (HFUT)</a><br>
<a href="https://rachelteamo.github.io/">Tianyi Zheng (SJTU)</a><br>
</section>
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