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<!DOCTYPE HTML>
<html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>Ruyi Zha</title>
<meta name="author" content="Ruyi Zha">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" type="text/css" href="stylesheet.css">
<link rel="canonical" href="https://leonidk.com/">
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<body>
<table style="width:100%;max-width:830px;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr style="padding:0px">
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<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
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<td style="padding:2.5%;width:16%;max-width:16%">
<a href="images/ruyi_zha.jpg"><img style="width:100%;max-width:100%" alt="profile photo" src="images/ruyi_zha.jpg" class="hoverZoomLink"></a>
</td>
<td style="padding:2.5%;width:50%;vertical-align:middle;">
<p style="text-align:center">
<name> Ruyi Zha (查如一)</name>
</p>
<p>I am currently a fourth year PhD student at the Australian National University, advised by <a href="http://users.cecs.anu.edu.au/~hongdong/">Prof. Hongdong Li</a>.
<br />
<br />
My research interests include visual geometry and understanding. In particular, I work on projects in neural rendering, 3D reconstruction and medical imaging.</p>
<p style="text-align:center">
<a href="https://www.linkedin.com/in/ruyi-zha-208a17223/">Linkedin</a>  / 
<a href="https://scholar.google.com/citations?user=_5W6W7oAAAAJ&hl=en&oi=ao">Google Scholar</a>  / 
<a href="https://github.com/Ruyi-Zha">Github</a>
</p>
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</tbody></table>
<!-- News -->
<br>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
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<heading>News</heading>
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<td style="padding:10px 20;width:100%;valign:middle">
<div style="text-indent:2em"> <li> [Sept 2024] One paper is accepted to NeurIPS 2024 (poster).</li> </div>
<div style="text-indent:2em"> <li> [July 2023] One paper is accepted to MICCAI 2023 (oral).</li> </div>
<div style="text-indent:2em"> <li> [Sept 2022] One paper is accepted to MICCAI 2022 (oral).</li> </div>
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</tbody></table>
<!-- Publications -->
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<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
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<heading>Selected Publications</heading>
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</tbody></table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
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<img src="papers/demo_4drgs.gif" alt="PontTuset" width="160" style="border-style: none">
</td>
<td style="padding:20px;width:75%;valign:middle">
<div style="text-indent:0.1em"> <a href="https://arxiv.org/abs/2412.12919">
<papertitle>4DRGS: 4D Radiative Gaussian Splatting for Efficient 3D Vessel Reconstruction from Sparse-View Dynamic DSA Images</papertitle>
</a> </div>
<div style="text-indent:0.1em"> Zhentao Liu*, <strong>Ruyi Zha*</strong>, Huangxuan Zhao, Hongdong Li, Zhiming Cui</div>
<div style="text-indent:0.1em">Arxiv 2024</div>
<div style="text-indent:0.1em"> <a href="https://arxiv.org/abs/2412.12919">[Arxiv]</a><a href="https://github.com/ShanghaiTech-IMPACT/4DRGS">[Code]</a>
<a href="https://shanghaitech-impact.github.io/4DRGS">[Project]</a>
<div style="text-indent:0.1em">The first 3DGS framework for DSA vessel reconstruction</div>
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<!-- neurips 2024 -->
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
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<img src="papers/demo_r2_gaussian.gif" alt="PontTuset" width="160" style="border-style: none">
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<td style="padding:20px;width:75%;valign:middle">
<div style="text-indent:0.1em"> <a href="https://arxiv.org/abs/2405.20693">
<papertitle><p>R<span class="math inline"><sup>2</sup></span>-Gaussian: Rectifying
Radiative Gaussian Splatting for Tomographic Reconstruction</p></papertitle>
</a> </div>
<div style="text-indent:0.1em"> <strong>Ruyi Zha</strong>, Tao Jun Lin, Yuanhao Cai, Jiwen Cao, Yanhao Zhang, Hongdong Li</div>
<div style="text-indent:0.1em">NeurIPS 2024 (Poster)</div>
<div style="text-indent:0.1em"> <a href="https://arxiv.org/abs/2405.20693">[Arxiv]</a> <a href="https://github.com/Ruyi-Zha/r2_gaussian.git">[Code]</a>
<a href="https://ruyi-zha.github.io/r2_gaussian/r2_gaussian.html">[Project]</a>
<div style="text-indent:0.1em">The first 3DGS framework for fast CT reconstruction</div>
</td>
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<!-- miccai 2023 -->
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
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<td style="padding:20px;width:25%;vertical-align:middle">
<img src="papers/demo_ensodurf.gif" alt="PontTuset" width="160" style="border-style: none">
</td>
<td style="padding:20px;width:75%;valign:middle">
<div style="text-indent:0.1em"> <a href="https://link.springer.com/chapter/10.1007/978-3-031-43996-4_2">
<papertitle>EndoSurf: Neural Surface Reconstruction of Deformable Tissues with Stereo Endoscope Videos</papertitle>
</a> </div>
<div style="text-indent:0.1em"> <strong>Ruyi Zha*</strong>, Xuelian Cheng*, Hongdong Li, Mehrtash Harandi, Zongyuan Ge </div>
<div style="text-indent:0.1em"> MICCAI 2023 (<span style="color:red;">Oral</span>, Top 3%)</div>
<div style="text-indent:0.1em"> <a href="https://arxiv.org/abs/2307.11307">[Arxiv]</a> <a href="https://github.com/Ruyi-Zha/endosurf.git">[Code]</a>
<div style="text-indent:0.1em">A NeRF framework for endoscope reconstruction</div>
</td>
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<!-- miccai 2022 -->
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
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<td style="padding:20px;width:25%;vertical-align:middle">
<img src="papers/naf.png" alt="PontTuset" width="160" style="border-style: none">
</td>
<td style="padding:20px;width:75%;valign:middle">
<div style="text-indent:0.1em"> <a href="https://link.springer.com/chapter/10.1007/978-3-031-16446-0_42">
<papertitle>NAF: Neural Attenuation Fields for Sparse-View CBCT Reconstruction</papertitle>
</a> </div>
<div style="text-indent:0.1em"> <strong>Ruyi Zha</strong>, Yanhao Zhang, Hongdong Li </div>
<div style="text-indent:0.1em"> MICCAI 2022 (<span style="color:red;">Oral</span>, Top 3%)</div>
<div style="text-indent:0.1em"> <a href="https://arxiv.org/abs/2209.14540">[Arxiv]</a> <a href="https://github.com/Ruyi-Zha/naf_cbct">[Code]</a>
<div style="text-indent:0.1em">A NeRF framework for fast CT reconstruction</div>
</td>
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</tbody></table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
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<p style="text-align:right;">
Website template from <a href="https://jonbarron.info/"> Jon Barron</a>
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</p>
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</body>
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