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<!DOCTYPE html>
<html lang="en">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>Guanxiong Sun</title>
<meta name="author" content="Guanxiong Sun">
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<table class="homepage" style="max-width:1000px; padding-top: 20px; padding-bottom: 10px;">
<tbody>
<tr style="padding:0px">
<td style="padding:0px">
<table class="homepage">
<tr style="padding:0px">
<td style="padding:2.5%;width:63%;vertical-align:middle">
<p style="text-align:center">
<name>Guanxiong Sun</name>
</p>
</td>
</tr>
</table>
<!-- Intro Section Begin -->
<table class="homepage"><tbody>
<tr style="padding:0px">
<td style="padding:2.5%;width:70%;vertical-align:middle">
<p>
I got my PhD in computer vision at <a href="https://www.qub.ac.uk/">Queen's University Belfast</a>, advised by <a href="https://scholar.google.com/citations?user=N0tFi8MAAAAJ&hl=en"> Dr. Yang Hua</a>, <a href="https://scholar.google.com/citations?user=Re6xr7YAAAAJ&hl=en"> Prof. Hui Wang</a>, and <a href="https://www.linkedin.com/in/nmrobertson/?originalSubdomain=uk"> Prof. Neil Robertson</a>. My research interests are mainly in video understanding and analysis. For example, how to model temporal dynamics in videos for robust features, how to align visual embeddings and text embeddings in multi-modal large language models (MLLMs), and how to reduce short-term redundancies while maintaining long-term correlations when modelling long videos.
</p>
<p>
I obtained my B.S. and M.S. degrees from <a href="https://www.hit.edu.cn/">Harbin Institute of Technology</a> in 2016 and 2018. I worked on medical image processing during my M.S. degree, advised by <a href="https://scholar.google.com/citations?user=FMb0GfYAAAAJ&hl=zh-CN">Prof. Kuanquan Wang</a>.
</p>
<p style="text-align:center">
<a href="mailto:[email protected]">Email</a>  / 
<a href="cv.pdf">CV</a>  / 
<a href="https://www.linkedin.com/in/guanxiongsun/?originalSubdomain=uk">LinkedIn</a>
</p>
</td>
<td style="padding:2.5%;width:30%;max-width:30%">
<a href="images/avatar.jpg"><img style="width:80%;max-width:90%;border-radius:50%;margin-left:auto;margin-right:auto;display:block;" alt="profile photo" src="images/avatar.jpg" class="hoverZoomLink"></a>
</td>
</tr>
</tbody></table>
<!-- Intro Section End -->
<!-- <table class="homepage"><tbody>
<tr>
<td style="padding:20px;width:100%;vertical-align:middle">
<heading>News</heading>
<p></p>
<li><b>Feb 2024</b> One paper accepted to TMM.</li>
<li><b>Jan 2024</b> One paper accepted to ICLR 2024 as spotlight (5%).</li>
<li><b>Sep 2023</b> One paper accepted to NeurIPS 2023.</li>
<li><b>Sep 2023</b> Codebase for neural mesh models released <a href="https://github.com/wufeim/NeMo">here</a>.</li>
<li><b>Jul 2023</b> One paper accepted to ICCV 2023.</li>
<li><b>Jun 2023</b> ICCV 2023 <a href="http://www.ood-cv.org/challenge.html">OOD-CV challenge</a> released.</li>
<li><b>Apr 2023</b> Program committee of CVPR 2023 Workshop - <a href="https://generative-vision.github.io/workshop-CVPR-23/">Generative Models for Computer Vision</a>.</li>
<li><b>Mar 2023</b> I will co-organize the <a href="http://www.ood-cv.org">OOD Generalization in Computer Vision Workshop</a> at ICCV 2023.</li>
<li><b>Mar 2023</b> One paper accepted to CVPR 2023 as highlight.</li>
<p></p>
</td>
</tr>
</tbody></table> -->
<table class="homepage"><tbody>
<tr>
<td style="padding-left:20px">
<heading>Publications</heading>
</td>
</tr>
<tr>
<td class="entry-img">
<img src="images/mm24.png" width="390">
</td>
<td class="entry-content">
<a href="https://arxiv.org/abs/2312.02702">
<papertitle>Improving the Training of the GANs with Limited Data via Dual Adaptive Noise Injection</papertitle>
</a>
<br>
Zhaoyu Zhang, Yang Hua, <strong>Guanxiong Sun</strong>, Hui Wang, Seán F. McLoone
<br>
<em>ACM MM</em>, 2024
<br>
<a href="https://arxiv.org/abs/2312.02702">arXiv</a>
</td>
</tr>
<tr>
<td class="entry-img">
<img src="images/neural_sign_actor.png" width="390">
</td>
<td class="entry-content">
<a href="https://arxiv.org/abs/2312.02702">
<papertitle>Neural Sign Actors: A diffusion model for 3D sign language production from text</papertitle>
</a>
<br>
<a href="https://scholar.google.com/citations?user=J6BbEBQAAAAJ&hl=en">Vasileios Baltatzis</a>, <a href="https://rolpotamias.github.io/">Rolandos Alexandros Potamias</a>, <a href="https://scholar.google.com/citations?user=KkAjki8AAAAJ&hl=en">Evangelos Ververas</a>, <strong> Guanxiong Sun</strong>, <a href="https://jiankangdeng.github.io/">Jiankang Deng</a>, <a href="https://scholar.google.com/citations?user=QKOH5iYAAAAJ&hl=en">Stefanos Zafeiriou</a>
<br>
<em>CVPR</em>, 2024
<br>
<a href="https://arxiv.org/abs/2312.02702">arXiv</a>
</td>
</tr>
<tr>
<td class="entry-img">
<img src="images/anda.png" width="400">
</td>
<td class="entry-content">
<a href="https://openaccess.thecvf.com/content/WACV2024/html/Zhang_Improving_the_Leaking_of_Augmentations_in_Data-Efficient_GANs_via_Adaptive_WACV_2024_paper.html">
<papertitle>Improving the Leaking of Augmentations in Data-Efficient GANs via Adaptive Negative Data Augmentation</papertitle>
</a>
<br>
<a href="https://pure.qub.ac.uk/en/persons/zhaoyu-zhang">Zhangyu Zhang</a>, <a href="https://scholar.google.com/citations?user=N0tFi8MAAAAJ&hl=en"> Yang Hua</a>, <strong>Guanxiong Sun</strong>, <a href="https://scholar.google.com/citations?user=Re6xr7YAAAAJ&hl=en"> Hui Wang</a>, <a href="https://scholar.google.com/citations?user=lNHnKBAAAAAJ&hl=en">Seán McLoone</a>
<br>
<em>WACV</em>, 2024
<!-- <span style="color: red">(Spotlight, 5%)</span> -->
<br>
<a href="https://openaccess.thecvf.com/content/WACV2024/papers/Zhang_Improving_the_Leaking_of_Augmentations_in_Data-Efficient_GANs_via_Adaptive_WACV_2024_paper.pdf">PDF</a>
</td>
</tr>
<tr>
<td class="entry-img">
<img src="images/stpn.png" width="400">
</td>
<td class="entry-content">
<a href="https://arxiv.org/abs/2402.02574">
<papertitle>Spatio-temporal Prompting Network for Robust Video Feature Extraction</papertitle>
</a>
<br>
<strong>Guanxiong Sun</strong>, <a href="https://www.linkedin.com/in/chi-wang-33104647">Chi Wang</a>, <a href="https://pure.qub.ac.uk/en/persons/zhaoyu-zhang">Zhangyu Zhang</a>, <a href="https://jiankangdeng.github.io/">Jiankang Deng</a>, <a href="https://scholar.google.com/citations?user=QKOH5iYAAAAJ&hl=en">Stefanos Zafeiriou</a>, <a href="https://scholar.google.com/citations?user=N0tFi8MAAAAJ&hl=en"> Yang Hua</a>
<br>
<em>ICCV</em>, 2023
<br>
<a href="https://arxiv.org/abs/2402.02574">arXiv</a>
/
<a href="https://github.com/guanxiongsun/vfe.pytorch">Code</a>
</td>
</tr>
<tr>
<td class="entry-img">
<img src="images/eovod.gif" width="400">
</td>
<td class="entry-content">
<a href="https://arxiv.org/abs/2402.09241">
<papertitle>Efficient One-stage Video Object Detection by Exploiting Temporal Consistency</papertitle>
</a>
<br>
<strong>Guanxiong Sun</strong>, <a href="https://scholar.google.com/citations?user=N0tFi8MAAAAJ&hl=en"> Yang Hua</a>, <a href="https://huguosheng.github.io/">Guosheng Hu</a>, <a href="https://www.linkedin.com/in/nmrobertson/?originalSubdomain=uk"> Neil Robertson</a>
<br>
<em>ECCV</em>, 2022
<br>
<a href="https://arxiv.org/abs/2402.09241">arXiv</a>
/
<a href="https://github.com/guanxiongsun/vfe.pytorch">Code</a>
</td>
</tr>
<tr>
<td class="entry-img">
<img src="images/tdvit.png" width="400">
</td>
<td class="entry-content">
<a href="https://arxiv.org/abs/2402.09257">
<papertitle>TDViT: Temporal Dilated Video Transformer for Dense Video Tasks</papertitle>
</a>
<br>
<strong>Guanxiong Sun</strong>, <a href="https://scholar.google.com/citations?user=N0tFi8MAAAAJ&hl=en"> Yang Hua</a>, <a href="https://huguosheng.github.io/">Guosheng Hu</a>, <a href="https://www.linkedin.com/in/nmrobertson/?originalSubdomain=uk"> Neil Robertson</a>
<br>
<em>ECCV</em>, 2022
<br>
<a href="https://arxiv.org/abs/2402.09257">arXiv</a>
/
<a href="https://github.com/guanxiongsun/vfe.pytorch">Code</a>
</td>
</tr>
<tr>
<td class="entry-img">
<img src="images/mamba.gif" width="400">
</td>
<td class="entry-content">
<a href="https://arxiv.org/abs/2401.09923">
<papertitle>MAMBA: Multi-level Aggregation via Memory Bank for Video Object Detection</papertitle>
</a>
<br>
<strong>Guanxiong Sun</strong>, <a href="https://scholar.google.com/citations?user=N0tFi8MAAAAJ&hl=en"> Yang Hua</a>, <a href="https://huguosheng.github.io/">Guosheng Hu</a>, <a href="https://www.linkedin.com/in/nmrobertson/?originalSubdomain=uk"> Neil Robertson</a>
<br>
<em>AAAI</em>, 2021
<br>
<a href="https://arxiv.org/abs/2401.09923">arXiv</a>
/
<a href="https://github.com/guanxiongsun/vfe.pytorch">Code</a>
</td>
</tr>
</tbody></table>
<!-- Affiliations -->
<!-- <table class="homepage"><tbody>
<tr>
<heading>Affiliations</heading>
</tr>
<tr style="padding:20px;width:100%;vertical-align:middle">
<td class="entry-img">
<img src="images/neural_sign_actor.png" width="150">
</td>
<td>
<b>Purdue University</b>, West Lafayette, IN, USA <span style="float:right;"><em>Jan 2021 - Present</em></span>
<br>
Graduate student in the Department of Computer Science
</td>
<p>
<b>Rensselaer Polytechnic Institute</b>, Troy, NY, USA <span style="float:right;"><em>Jan 2017 - May 2020</em></span>
<br>
B.S. in Computer Science and Mathematics (double major) with <em>summa cum laude</em> honor
</p>
<p>
<b>Wuhan University</b>, Wuhan, Hubei, CN <span style="float:right;"><em>Sep 2015 - Nov 2016</em></span>
<br>
B.S. in Mathematics (transferred to RPI)
</p>
</tr>
</tbody></table> -->
<!-- <table class="homepage"><tbody>
<tr>
<td style="padding:20px;width:100%;vertical-align:middle">
<heading>Internship</heading>
<p>
<b>Amazon AI</b>, Palo Alto, CA, USA
<br>
Incoming applied scientist intern at the computer vision group of Amazon AI
</p>
<p>
<b>Johns Hopkins University</b>, Baltimore, MA, USA <span style="float:right;"><em>May 2021 - Present</em></span>
<b>Johns Hopkins University</b>, Baltimore, MA, USA
<br>
Reserarch on robust 6DoF object detection supervised by <a href="https://www.cs.jhu.edu/~ayuille/">Prof. Alan Yuille</a> and <a href="https://adamkortylewski.com">Dr. Adam Kortylewski</a>
</p>
<p>
<b>Microsoft Research Asia</b>, Beijing, CN <span style="float:right;"><em>Jan 2021 - Aug 2021</em></span>
<b>Microsoft Research Asia</b>, Beijing, CN
<br>
Reserarch on deep learning-based video compression supervised by <a href="https://www.microsoft.com/en-us/research/people/libin/">Dr. Bin Li</a> and <a href="https://www.microsoft.com/en-us/research/people/jiahali/">Dr. Jiahao Li</a>
<br>
Award: "Stars of Tomorrow" Award of Excellence
</p>
<p>
<b>Megvii (Face++) Research</b>, Beijing, CN <span style="float:right;"><em>Aug 2020 - Dec 2020</em></span>
<b>Megvii (Face++) Research</b>, Beijing, CN
<br>
Research on monocular 3D object detection supervised by Dr. Zhikang Liu
</p>
</td>
</tr>
</tbody></table> -->
<table class="homepage"><tbody>
<tr>
<td style="padding:20px;width:100%;vertical-align:middle">
<heading>Academic Service</heading>
<p>
<b>Reviewer</b>
<br>
CVPR, ICCV, NeurIPS, AAAI, ICLR, ICML, ECCV, WACV
</p>
</td>
</tr>
</tbody></table>
<!-- <table class="homepage"><tbody>
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<td style="padding:20px;width:100%;vertical-align:middle">
<heading>Teaching</heading>
<p>
<b>CS661 - Computer Vision</b> <span style="float: right;"><em>Johns Hopkins University, Spring 2024</em></span>
<br>
Graduate Course Assistant
</p>
<p>
<b>CS661 - Computer Vision</b> <span style="float: right;"><em>Johns Hopkins University, Fall 2023</em></span>
<br>
Graduate Course Assistant
</p>
<p>
<b>CS471/671 - NLP: Self-supervised Models</b> <span style="float:right;"><em>Johns Hopkins University, Spring 2023</em></span>
<br>
Graduate Course Assistant
</p>
<p>
<b>CS182 - Foundations of Computer Science</b> <span style="float:right;"><em>Purdue University, Fall 2021</em></span>
<br>
Graduate Teaching Assistant
</p>
</td>
</tr>
</tbody></table> -->
<!-- <table class="homepage"><tbody>
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<td style="padding-left:20px;width:100%;vertical-align:middle">
<heading>Affiliations <span style="font-size:16px;line-height:22.85714340209961px;color:#999999;">(current and previous)</span></heading>
</td>
</tr>
<tr>
<td style="padding-left:20px;width:100%;vertical-align:middle">
<a href="https://www.jhu.edu" target="_blank">
<img src="images/logo_jhu.png" height="100px" style="padding-top:10px;padding-bottom:10px">
</a>
<a href="https://www.purdue.edu" target="_blank">
<img src="images/logo_purdue.png" height="80px" style="padding-left:20px;padding-top:20px;padding-bottom:20px">
</a>
<a href="https://rpi.edu" target="_blank" style="padding-left:20px">
<img src="images/logo_rpi.png" height="120px">
</a>
<a href="https://en.whu.edu.cn" target="_blank" style="padding-left:20px">
<img src="images/logo_whu.png" height="120px">
</a>
<a href="https://eng.shs.cn" target="_blank" style="padding-left:20px">
<img src="images/logo_shs.jpeg" height="120px">
</a>
</td>
</tr>
<tr>
<td style="padding-left:20px;width:100%;vertical-align:middle">
<a href="https://about.meta.com/realitylabs/" target="_blank">
<img src="images/meta.svg.png" height="36px" style="padding-top:42px;padding-bottom:42px;padding-right:10px;">
</a>
<a href="https://aws.amazon.com" target="_blank">
<img src="images/logo_aws.svg.png" height="60px" style="padding-top:30px;padding-bottom:30px">
</a>
<a href="https://www.microsoft.com/en-us/research/lab/microsoft-research-asia/" target="_blank">
<img src="images/logo_microsoft.svg.png" height="80px" style="padding-left:20px;padding-top:20px;padding-bottom:20px">
</a>
<a href="https://en.megvii.com" target="_blank">
<img src="images/logo_megvii.png" height="80px" style="padding-left:20px;padding-top:20px;padding-bottom:20px">
</a>
</td>
</tr>
</tbody></table> -->
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