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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN"
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<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en">
<head>
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<meta name="keywords" content="Xiao Feng Zhang(Semi), SJTU, Shang Hai Jiao Tong Unversity">
<meta name="description" content="Xiao Feng Zhang ">
<link rel="stylesheet" href="jemdoc.css" type="text/css">
<title>Xiao Feng Zhang(Semi)'s homepage, SJTU</title>
<script>
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<body>
<nav class="navbar navbar-dark navbar-expand-lg fixed-top">
<div id="layout-menu">
<a href="#">Home</a>
<a href="#biography">Biography</a>
<a href="#publications">Publications</a>
<a href="#awards">Awards</a>
<a href="#service">Service</a>
<a href="">CV</a>
</div>
</nav>
<div id="layout-content" style="margin-top:25px">
<table>
<tbody>
<tr>
<td width="670">
<div id="toptitle">
<h1><font face="Arial"> Xiao Feng Zhang </font></h1>
<h1><font face="Arial"> 张晓峰 </font></h1>
<!-- <h1><font face="Arial"> 张晓峰 </font></h1> -->
</div>
<h3><font face="Arial"> Ph.D Candidate </font></h3>
<p><font face="Arial">
Shang Hai Jiao Tong unversity, Shang Hai, China <br>
<br>
<em>Email: <a href="mailto:[email protected]">[email protected]</a></em> <br>
<em>Wechat:<a href="SemiZxf">SemiZxf</a></em> <br>
<a href="https://scholar.google.co.jp/citations?hl=zh-CN&user=Y6Z5xQQAAAAJ">My Google Scholar</a> |
<a href="https://github.com/zhangbaijin">My GitHub</a>
<!-- <a href="https://xw-hu.github.io/XiaoweiHu.pdf"><em>[Curriculum Vitae]</em></a>
 
-->
</font></p>
<!--<p> <a href="https://scholar.google.co.jp/citations?hl=zh-CN&user=Y6Z5xQQAAAAJ"><img src="./pic/google_scholar.png" height="30px" style="margin-bottom:-3px"></a>
<a href="https://github.com/xw-hu"><img src="./pic/github_s.jpg" height="20px" style="margin-bottom:-3px"></a>
<a href="https://www.facebook.com/xiaowei.hu.102"><img src="./pic/Facebook_s.png" height="30px" style="margin-bottom:-3px"></a>
</p> -->
</td>
<td>
<img src="./pic/zxf-marry.jpg" border="0" width="240"><br>
</td>
</tr><tr>
</tr></tbody>
</table>
<!-- <br /> -->
<div id="biography">
<h2><font face="Arial">Biography</font></h2>
<p style="text-align:justify"><font face="Arial">
I am currently a PhD student in SJTU, under supervised by Pro.<a href="https://automation.sjtu.edu.cn/Chao-Chen/">Chaochen Gu </a> and Pro.<a href="https://faculty.sjtu.edu.cn/shyzhu/">Shanying Zhu </a>, and also under supervised by <a href="https://ha0tang.github.io/">Tang Hao</a>. <br>
I received my Master in Nanjing University Of Posts And Telecommunications, 2021. Now i am an intern research in DAMO academic (Ali Cloud) and my research interests focus on Computer Vision, especially low-level vision tasks, Large language model, Multimodal Large model.
</font></p>
</div>
<!--
</font></p>
<p style="text-align:justify"><font face="Arial">
My research interests cover computer vision, deep learning, and low-level vision. Specifically, we focus on 1) designing learning algorithms to solve vision problems under adverse weather and lighting conditions (e.g., shadow image analysis, rain/haze removal);
2) developing intelligent perception methods for general computer vision tasks (e.g., classification, detection, and segmentation); 3) building the next-generation computer vision models to process multiple tasks with various supervisions to better understand and create the visual world.
</font></p>
<p style="color:red; text-align:justify;"><font face="Arial">
I am looking for self-motivated Postdoc/RA/Interns, who are interested in artificial intelligence for computer vision, machine learning, LLM and MLLM.
The salaries will be highly competitive. Welcome to drop me an email with your CV. Remote collaboration is also welcome!
<div id="publications">
<h2><font face="Arial"> Publications </font> <font face="Arial" size="3"><a href="https://scholar.google.com/citations?hl=zh-CN&user=KYCxGy4AAAAJ">[Google Scholar]</a></font> </h2>
<!-- <p><font face="Arial" size="3"> Summary: Conference (9), Journal (1). </font> </p> -->
<!-- <br /> -->
<div id="Publication">
<h2><font face="Arial">Publication</font></h2>
<p style="text-align:justify"><font face="Arial">
<p><font face="Arial" size="4"><b>2024</b></font></p>
<ul>
<li> <p style="margin-left: 0px; line-height: 150%; margin-top: 10px; margin-bottom: 10px;">
<font face="Arial" size="3"><meta charset="utf-8">
2024.10 Simignore: Exploring and Enhancing Multimodal Large Model Complex Reasoning via Similarity Computation
<br>
<i> <b> Xiaofeng Zhang</b>, Fanshuo Zeng, Chaochen Gu</i><br>
Neural Network 2024(CCF B 一区TOP) <br>
[<a href="https://github.com/FanshuoZeng/Simignore">code</a>]
</font>
</p> </li>
</ul>
<ul>
<li> <p style="margin-left: 0px; line-height: 150%; margin-top: 10px; margin-bottom: 10px;">
<font face="Arial" size="3"><meta charset="utf-8">
2024.9 Instance-adaptive Zero-shot Chain-of-Thought Prompting<br>
<i> X Yuan, C Shen, S Yan, <b>X Zhang</b>, L Xie, W Wang, R Guan, Y Wang, J Ye</i><br>
NeurPS 2024 (CCF A) <br>
</font>
</p> </li>
</ul>
<ul>
<li> <p style="margin-left: 0px; line-height: 150%; margin-top: 10px; margin-bottom: 10px;">
<font face="Arial" size="3"><meta charset="utf-8">
2024.6 DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer <br>
<i> Jinfeng Wei*,<b> Xiaofeng Zhang*</b>, </i><br>
ACMMM 2024 (CCF A, co-first author, corresponding author) <br>
<!-- [<a href="https://zhangbaijin.github.io/xxxx.pdf">download</a>] -->
</font>
</p> </li>
</ul>
<ul>
<li> <p style="margin-left: 0px; line-height: 150%; margin-top: 10px; margin-bottom: 10px;">
<font face="Arial" size="3"><meta charset="utf-8">
2024.4 Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement <br>
<i> Jiesong Bai, Yuhao Yin, Qiyuan He, Yuanxian Li, <b> Xiaofeng Zhang</b>*, </i><br>
ICONIP (CCF-C) * denote mentor <br>
<!-- [<a href="https://zhangbaijin.github.io/xxxx.pdf">download</a>] -->
[<a href="https://github.com/YhuoyuH/RetinexMamba">code</a>]
</font>
</p> </li>
</ul>
<ul>
<li> <p style="margin-left: 0px; line-height: 150%; margin-top: 10px; margin-bottom: 10px;">
<font face="Arial" size="3"><meta charset="utf-8">
2024.3 Mitigating Hallucination Issues in Small-Parameter LLMs through Inter-Layer Contrastive Decoding <br>
<i> Fan Li,<b> Xiaofeng Zhang</b>, Peng Zhang, </i><br>
IJCNN 2024 (CCF-C oral) <br>
<!-- [<a href="https://zhangbaijin.github.io/xxxx.pdf">download</a>] -->
</font>
</p> </li>
</ul>
<ul>
<li> <p style="margin-left: 0px; line-height: 150%; margin-top: 10px; margin-bottom: 10px;">
<font face="Arial" size="3"><meta charset="utf-8">
2024.2 Wakeup-Darkness: When Segment Anything Model Meets Low-Light Image Enhancement <br>
<i> <b> Xiaofeng Zhang</b>, Zishan Xu, Hao Tang, Chaochen Gu, Shanying Zhu </i><br>
ACM TOMM 2024 (CCF B, JCR Q1) <br>
[<a href="https://github.com/zhangbaijin/Wakeup-Darkness">code</a>]
</font>
</p> </li>
</ul>
<ul>
<li> <p style="margin-left: 0px; line-height: 150%; margin-top: 10px; margin-bottom: 10px;">
<font face="Arial" size="3"><meta charset="utf-8">
2024.1 MuralDiff:Diffusion for Ancient Murals restoration on Large-scale Pre-training <br>
<i> Zishan Xu, <b> Xiaofeng Zhang</b>, Wei Chen, Jue Ting Liu, Tingting Xu , Ze Hua Wang </i><br>
IEEE Transactions on Emerging Topics in Computational Intelligence (<b>IF=5.3 中科院二区</b>) <br>
</font>
</p> </li>
</ul>
<p><font face="Arial" size="4"><b>2023</b></font></p>
<ul>
<li> <p style="margin-left: 0px; line-height: 150%; margin-top: 10px; margin-bottom: 10px;">
<font face="Arial" size="3"><meta charset="utf-8">
Memory augment is All You Need for image restoration <br>
<i> <b> Xiaofeng Zhang</b>,Chaochen Gu, Shanying Zhu </i><br>
<!-- [<a href="https://zhangbaijin.github.io/xxxx.pdf">download</a>] -->
[<a href="https://github.com/zhangbaijin/MemoryNet">code</a>]
</font>
</p> </li>
</ul>
<ul>
<li> <p style="margin-left: 0px; line-height: 150%; margin-top: 10px; margin-bottom: 10px;">
<font face="Arial" size="3"><meta charset="utf-8">
Shadclips:When Segment Anything Model meet shadow removal <br>
<i> <b> Xiaofeng Zhang</b>, Zishan Xu, Hao Tang, Chaochen Gu, Shanying Zhu </i><br>
IJPRAI (<b>IF=1.5 中科院四区</b>) <br>
<!-- [<a href="https://zhangbaijin.github.io/xxxx.pdf">download</a>] -->
[<a href="https://github.com/zhangbaijin/SAM-helps-Shadow">code</a>]
</font>
</p> </li>
</ul>
<ul>
<li> <p style="margin-left: 0px; line-height: 150%; margin-top: 10px; margin-bottom: 10px;">
<font face="Arial" size="3"><meta charset="utf-8">
SpA-Former:An Effective and lightweight Transformer for image shadow removal <br>
<i> <b> Xiaofeng Zhang</b>, Yudi Zhao, Chaochen Gu∗,Changsheng Lu, Shanying Zhu </i><br>
Joint Conference on Neural Networks (<b>IJCNN 2023 oral</b>) <br>
<!-- [<a href="https://zhangbaijin.github.io/xxxx.pdf">download</a>] -->
[<a href="https://github.com/zhangbaijin/SpA-Former-shadow-removal">code</a>]
</font>
</p> </li>
</ul>
<p><font face="Arial" size="4"><b>2021</b></font></p>
<ul>
<li> <p style="margin-left: 0px; line-height: 150%; margin-top: 10px; margin-bottom: 10px;">
<font face="Arial" size="3"><meta charset="utf-8">
SiENet: Siamese Expansion Network for Image Extrapolation <br>
<i> <b> Xiaofeng Zhang</b>, Feng Chen , Cailing Wang, Ming Tao, and Guo-Ping Jiang</i><br>
IEEE Signal Processing letters (<b>SPL 2020, IF=3.9 中科院二区</b>) <br>
<!-- [<a href="https://zhangbaijin.github.io/xxxx.pdf">download</a>] -->
[<a href="https://github.com/nanjingxiaobawang/SieNet-Image-extrapolation">code</a>]
</font>
</p> </li>
</ul>
<!-- <br /> -->
<div id="Service">
<h2><font face="Arial">Service</font></h2>
<p style="text-align:justify"><font face="Arial">
I am currently servicing as a reviewr in TIP, TETCI, IJCAI, IJCNN, ICPR, ICIC.
</font></p>
</div>
<!--
<h2><font face="Arial"> Teaching and Supervision </font></h2>
<ul style="list-style-type:none">
<li> <p style="margin-left: 0px; line-height: 120%; margin-top: 8px; margin-bottom: 8px;"><font face="Arial" size="3"><meta charset="utf-8">
<strong> Teaching Assistant at CUHK </strong> <br> </font> </p>
<p style="margin-left: 20px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;"><font face="Arial" size="3"><meta charset="utf-8">
Advanced Topics in Computer Graphics and Visualization (Excellent Teaching Assistant), Spring 2018. <br>
Digital Logic and Systems, Fall 2016-2018. <br>
Linear Algebra and Vector Calculus for Engineers, Spring 2017.
</font> </p>
</li>
<li> <p style="margin-left: 0px; line-height: 120%; margin-top: 8px; margin-bottom: 8px;"><font face="Arial" size="3"><meta charset="utf-8">
<strong> Supervision </strong> <br> </font> </p>
<p style="margin-left: 20px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;"><font face="Arial" size="3"><meta charset="utf-8">
Supervise junior Ph.D. (Tianyu Wang and Xiao Tang), M.Phil. (Zijun Deng, Lihao Liu, and Tianfei Yu),
and undergraduate (Yitong Jiang) students to publish research papers on top-tier conferences and journals.
</font> </p>
</li>
</ul> -->
<!-- <div id="service">
<h2><font face="Arial"> Professional Activities </font></h2>
<ul style="list-style-type:none">
<li> <p style="margin-left: 0px; line-height: 120%; margin-top: 4px; margin-bottom: 4px;"><font face="Arial" size="3"><meta charset="utf-8">
<strong> Invited Talks </strong> <br> </font> </p>
<li> <p style="margin-left: 0px; line-height: 150%; margin-top: 0px; margin-bottom: 0px;"><font face="Arial" size="3"><meta charset="utf-8">
<i> Shadow Detection and Removal with Deep Learning </i> <br>
at Shanghai AI Laboratory, October, 2021. <br>
at TechBeat, August 2021. [<a href="https://www.techbeat.net/talk-info?id=577">video link</a>] [<a href="https://www.bilibili.com/video/av675112288">video link (bilibili)</a>] [<a href="https://zhuanlan.zhihu.com/p/405004052">report</a>] <br>
at Nanjing University, May 2021. <br>
</font> </p> </li>
</ul> -->
<!-- <li> <p style="margin-left: 0px; line-height: 120%; margin-top: 8px; margin-bottom: 8px;"><font face="Arial" size="3"><meta charset="utf-8">
<strong> Conference Reviews </strong> <br> </font> </p>
<p style="margin-left: 20px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;"><font face="Arial" size="3"><meta charset="utf-8">
SIGGRAPH Asia'22, ECCV'22, CVPR'22, ACM MM'22, AAAI'22, ICCV'21, CVPR'21, ACM MM'21, AAAI'21, PG'21, MICCAI'21, ECCV'20, CVPR'20, AAAI'20, PG'20, MICCAI'20, ICCV'19 (Outstanding Reviewer), CVPR'19, MICCAI'19.
</font> </p>
</li>
<li> <p style="margin-left: 0px; line-height: 120%; margin-top: 8px; margin-bottom: 8px;"><font face="Arial" size="3"><meta charset="utf-8">
<strong> Journal Reviews </strong> <br> </font> </p>
<p style="margin-left: 20px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;"><font face="Arial" size="3"><meta charset="utf-8">
IEEE TPAMI, IJCV, IEEE TIP, IEEE TMM, IEEE TITS, IEEE TMI, IEEE TCSVT, IEEE TVT, Neurocomputing, JBHI, JMLC, CUIV, Artificial Intelligence Review, The Visual Computer, Computers & Graphics, IEEE CG&A, IEEE Access.
</font> </p>
</li> -->
<!-- <li> <p style="margin-left: 0px; line-height: 120%; margin-top: 8px; margin-bottom: 8px;"><font face="Arial" size="3"><meta charset="utf-8">
<strong> Reading List on Deep Learning </strong> [<a href="https://github.com/xw-hu/Reading-List">link</a>] </font>
</p> </li> -->
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© Xiao Feng Zhang | Last updated: Nov 2023.
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