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<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en">
<head>
<title>Yufan Zheng's Homepage</title>
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<meta name="description" content=" Yufan Zheng is currently a full-time research assistant at the City University of Hong Kong">
<meta name="keywords" content="Computational Epidemiology, Machine Learning, Time Series">
<meta name="author" content="Yufan Zheng" />
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<a href="#home" class="w3-bar-item w3-button">Home</a>
<!-- <a href="#news" class="w3-bar-item w3-button">News</a> -->
<a href="#research" class="w3-bar-item w3-button">Research</a>
<a href="#publication" class="w3-bar-item w3-button">Publication</a>
<a href="#experience" class="w3-bar-item w3-button">Experience</a>
<a href="#service" class="w3-bar-item w3-button">Service</a>
<a href="#award" class="w3-bar-item w3-button">Award</a>
<a href="#project" class="w3-bar-item w3-button">Project</a>
<a href="https://yufanzheng.notion.site/Blog-Yufan-Zheng-45dfbf53bda04bfeb5ad6e6482af1f23?pvs=4" class="w3-bar-item w3-button">Blog</a>
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<header class="w3-bar w3-top w3-hide-large w3-black w3-xlarge">
<div class="w3-bar-item w3-padding-24">Content</div>
<a href="javascript:void(0)" class="w3-bar-item w3-button w3-padding-24 w3-right" style="font-stretch: extra-expanded;" onclick="w3_open()"><b>≡</b></a>
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<!-- The Home Section -->
<div class="w3-container w3-center w3-padding-32" id="home">
<img style="width: 55%;max-width: 2000px; border-radius:50%" alt="profile photo" src="img/photo.png">
<h1>郑煜钒 (Yufan Evan ZHENG)</h1>
<p class="w3-justify" style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;max-width:600px">
Yufan Zheng is a full-time research assistant at the <a href="https://www.cityu.edu.hk/">City University of Hong Kong</a> starting in December 2022, supervised by <a href="https://www.ee.cityu.edu.hk/~ewong/">Dr. Eric Wong</a>.
He worked at <a href="https://www.ciachiam.cn/">Huangpu Institute of Materials</a> between March 2022 and November 2022.
He received his B.Eng. degree in computer science and technology with outstanding graduate honors from the <a href="https://www.nfu.edu.cn/">Nanfang College of Sun Yat-sen University in Guangzhou, China</a>.
He was advised by <a href="https://scholar.google.com/citations?user=CQjEUkAAAAAJ">Dr. Choujun Zhan</a> during undergraduate college years. Now, He is looking for a <b>Ph.D.</b> position.
<!--
For My PhD Applications: Statement of Purpose and Research Proposal.
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</p>
<p class="w3-center">
Email: <a href="[email protected]">[email protected]</a> or <a href="[email protected]">[email protected]</a>
</p>
<p class="w3-center">
<a href="https://scholar.google.com.hk/citations?user=btkYKNAAAAAJ&hl=zh-CN">Google Scholar</a>  / 
<a href="https://orcid.org/0000-0003-0781-0308">ORCID</a>  / 
<a href="https://github.com/YufanZheng"> Github </a>  / 
<a href="data/CV_YufanZheng.pdf"> CV </a>  / 
<a href="data/Research_Projects_YufanZheng.pdf"> Research Projects </a>
</p>
</tbody></table>
</div>
<!-- The News Section
<div class="w3-container w3-light-grey w3-padding-32" id="news">
<h2>News</h2>
<p><li> 03/2023, One journal paper was published on <a href="https://www.sciencedirect.com/journal/sustainable-energy-technologies-and-assessments">Sustainable Energy Technologies and Assessments</a>.</li></p>
<p><li> 02/2023, One journal paper was published on <a href="https://www.sciencedirect.com/science/article/pii/S002002552300172X">Information Sciences</a>. </li></p>
<p><li> 12/2022, I became a research assistant at the <a href="https://www.cityu.edu.hk/">City University of Hong Kong</a>. </li></p>
<p><li> 10/2022, One conference paper was published on <a href="https://dl2link.com/ncaa2022/">2022 International Conference on Neural Computing for Advanced Applications</a>. </li></p>
<p><li> 07/2022, One conference paper was published on <a href="https://link.springer.com/chapter/10.1007/978-981-19-4549-6_35">Chinese Conference on Computer Supported Cooperative Work and Social Computing, ChineseCSCW 2021</a>. </li></p>
<p><li> 06/2022, I became a technician on <a href="https://www.ciachiam.cn/">Huangpu Institute of Materials</a>. </li></p>
<p><li> 04/2022, Three conference papers were published on <a href="http://www.iske2021.org/">2021 16th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)</a>. </li></p>
<p><li> 03/2022, I became an intern at <a href="https://www.ciachiam.cn/">Huangpu Institute of Materials</a>. </li></p>
</div>
-->
<!-- The Projects Section -->
<div class="w3-container w3-light-grey w3-padding-32" id="research">
<h2>Research Interest</h2>
<p class="w3-left-align" style="line-height:200%">
<strong>My research focuses on developing useful tools that help humans make better decisions in different areas (healthcare, industry, public health, and social media) and exploring potential relationships between mass data.</strong>
<li><a href="https://en.wikipedia.org/wiki/Data_mining">Data mining</a></li>
<li><a href="https://en.wikipedia.org/wiki/Data_analysis">Data analysis</a></li>
<li><a href="https://en.wikipedia.org/wiki/Machine_learning">Machine learning</a></li>
<li><a href="https://en.wikipedia.org/wiki/Network_science">Network science</a></li>
<li><a href="https://en.wikipedia.org/wiki/Dynamical_system">Dynamic systems</a></li>
<li><a href="https://en.wikipedia.org/wiki/Time_series">Time series</a></li>
</p>
<!--
<li><a>Epidemiological modeling</a></li>
<li><a>Time series analysis and prediction modeling of epidemic</a></li>
<li><a>Intervention optimization of epidemic</a></li>
-->
<br>
</div>
<!-- The Publications Section -->
<div class="w3-container w3-light-grey w3-padding-32" id="publication">
<h2>Publication</h2>
<h4><strong>Journal Papers:</strong></h4>
<ol>
<p>
<li>
<a href="https://www.medrxiv.org/content/10.1101/2024.04.17.24306004v1">
<strong>Association of Human Mobility and Weather Conditions with Dengue Mosquito Abundance during the COVID-19 Pandemic in Hong Kong</strong>
</a>
<br>
<strong>Yufan Zheng</strong>,
<a>Keqi Yue</a>,
<a href="https://www.ee.cityu.edu.hk/~ewong/">Eric Wong</a>,
<a href="https://www.cityu.edu.hk/bms/profile/seanyuan.htm/">Hsiang-Yu Yuan</a>
<br>
<a>MedRxiv (Submitted)</a> | April 2024 | <a>Bibtex</a>
<br />
<br />
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<img height="200" width="200" src="img/ZYF.png">
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</p>
<p>
<li>
<a href="https://www.sciencedirect.com/science/article/pii/S2213138823001406">
<strong>A data-driven study of active meteorological stations and the factors motivating their establishing</strong>
</a>
<br>
<a href="https://scholar.google.com/citations?user=CQjEUkAAAAAJ">Choujun Zhan</a>,
<a href="https://scholar.google.com.hk/citations?hl=zh-CN&user=L8Z_cSsAAAAJ">Wei Jiang</a>,
<strong>Yufan Zheng</strong>,
<a>Junhui Lu</a>
<a href="https://www.researchgate.net/scientific-contributions/Qizhi-Zhang-2169956937">Qizhi Zhang</a>
<br>
<a href="https://www.sciencedirect.com/journal/sustainable-energy-technologies-and-assessments">Sustainable Energy Technologies and Assessments (JCR Q1)</a> | April 2023 | <a href="bib/zhan2023data.bib">Bibtex</a>
<br />
<br />
<!--
<img height="200" width="200" src="img/ZYF.png">
-->
</p>
<p>
<li>
<a href="https://www.sciencedirect.com/science/article/pii/S002002552300172X">
<strong>Modeling the Spread Dynamics of Multiple-variant Coronavirus Disease under Public Health Interventions: A General Framework</strong>
</a>
<br>
<a href="https://scholar.google.com/citations?user=CQjEUkAAAAAJ">Choujun Zhan</a>,
<strong>Yufan Zheng</strong>,
<a>Lujiao Shao</a>,
<a href="https://www.ee.cityu.edu.hk/~gchen/">Guanrong Chen</a>,
<a href="https://dl2link.com/">Haijun Zhang</a>,
<br>
<a href="https://www.sciencedirect.com/journal/information-sciences">Information Sciences (JCR Q1)</a> | February 2023 | <a href="zhan2023modeling.bib">Bibtex</a>
<br />
<br />
</p>
<p>
<li>
<a href="https://ieeexplore.ieee.org/document/9380648/">
<strong>Random-Forest-Bagging Broad Learning System with Applications for COVID-19 Pandemic</strong>
</a>
<br>
<a href="https://scholar.google.com/citations?user=CQjEUkAAAAAJ">Choujun Zhan</a>,
<strong>Yufan Zheng</strong>,
<a href="https://dl2link.com/">Haijun Zhang</a>,
<a href="https://www.researchgate.net/scientific-contributions/Quansi-Wen-2157669220">Quansi Wen</a>
<br>
<a href="https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6488907">IEEE Internet of Things Journal (JCR Q1)</a> | Mar 2021 | <a href="bib/zhan2021random.bib">Bibtex</a>
<br />
<br />
</p>
<p>
<li>
<a href="https://link.springer.com/article/10.1007/s00521-020-05285-9">
<strong>Identifying epidemic spreading dynamics of COVID-19 by pseudocoevolutionary simulated annealing optimizers</strong>
</a>
<br>
<a href="https://scholar.google.com/citations?user=CQjEUkAAAAAJ">Choujun Zhan</a>,
<strong>Yufan Zheng</strong>,
<a href="https://scholar.google.com.hk/citations?user=eUJqqJYAAAAJ">Zhikang Lai</a>,
<a href="https://dblp.org/pid/81/6701.html">Tianyong Hao</a>,
<a>Bing Li</a>
<br>
<a href="https://www.springer.com/journal/521">Neural Computing and Applications (JCR Q2)</a> | Mar 2020 | <a href="bib/zhan2021identifying.bib">Bibtex</a>
<br />
<br />
</p>
</ol>
<h4> <strong>Conference Papers:</strong></h4>
<ol>
<p>
<li>
<a href="https://link.springer.com/chapter/10.1007/978-981-19-6135-9_28">
<strong>Ensemble Learning for Crowdfunding Dynamics: JingDong Crowdfunding Project</strong>
</a>
<br>
<a>Hu Ming</a>,
<a>Kaihan Wu</a>,
<a>Minghao Tan</a>,
<strong>Yufan Zheng</strong>,
<a>Junyan Lin</a>,
<a href="https://scholar.google.com/citations?user=CQjEUkAAAAAJ">Choujun Zhan</a>
<br>
<a href="https://dl2link.com/ncaa2021/">International Conference on Neural Computing for Advanced Applications 2021 (NCAA 2021)</a> | Oct 2022 | <a href="bib/min2022ensemble.bib">Bibtex</a>
<br />
<br />
</p>
<p>
<li>
<a href="https://ieeexplore.ieee.org/abstract/document/9755401">
<strong>COVID-19’s Impact on the Box Office: Machine Learning and Difference-in-Difference</strong>
</a>
<br>
<strong>Yufan Zheng</strong>,
<a>Qiaoling Zhen</a>,
<a>Minghao Tan</a>,
<a>Haoran Hu</a>,
<a href="https://scholar.google.com/citations?user=CQjEUkAAAAAJ">Choujun Zhan</a>
<br>
<a href="http://www.iske2021.org/">2021 16th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)</a> | Nov 2021 | <a href="bib/zheng2021covid.bib">Bibtex</a>
<br />
<br />
</p>
<p>
<li>
<a href="https://ieeexplore.ieee.org/abstract/document/9755321/">
<strong>Detection Capability Prediction Based on Broad Learning System During The COVID-19 Pandemic</strong>
</a>
<br>
<a>Junyan Lin</a>,
<a>Minghao Tan</a>,
<strong>Yufan Zheng</strong>,
<a>Kaihan Wu</a>,
<a href="https://scholar.google.com/citations?user=CQjEUkAAAAAJ">Choujun Zhan</a>
<br>
<a href="http://www.iske2021.org/">2021 16th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)</a> | Nov 2021 | <a href="bib/lin2021detection.bib">Bibtex</a>
<br />
<!--
<p> xxx.</p>
-->
<br />
</p>
<p>
<li>
<a href="https://ieeexplore.ieee.org/abstract/document/9755343/">
<strong>Predicting video game sales based on machine learning and hybrid-based feature selection</strong>
</a>
<br>
<a>Jianbing Li</a>,
<strong>Yufan Zheng</strong>,
<a>Haoran Hu</a>,
<a>Junhui Lu</a>,
<a href="https://scholar.google.com/citations?user=CQjEUkAAAAAJ">Choujun Zhan</a>
<br>
<a href="http://www.iske2021.org/">2021 16th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)</a> | Nov 2021 | <a href="bib/li2021predicting.bib">Bibtex</a>
<br />
<!--
<p> xxx.</p>
-->
<br />
</p>
<p>
<li>
<a href="https://link.springer.com/chapter/10.1007/978-981-19-4549-6_35">
<strong>The impact of COVID-19 on online games: Machine learning and Difference-In-Difference</strong>
</a>
<br>
<a>Shuangyan Wu</a>,
<a>Haoran Hu</a>,
<strong>Yufan Zheng</strong>,
<a>Qiaoling Zhen</a>,
<a>Shuntao Zhang</a>,
<a href="https://scholar.google.com/citations?user=CQjEUkAAAAAJ">Choujun Zhan</a>
<br>
<a href="https://conf.ccf.org.cn/web/api/m8403868955559895041620405449534.action">CCF Conference on Computer Supported Cooperative Work and Social Computing</a> | Sep 2021 | <a href="bib/wu2022impact.bib">Bibtex</a>
<br />
<!--
<p> xxx.</p>
-->
<br />
</p>
<p>
<li>
<a href="https://ieeexplore.ieee.org/document/8958631">
<strong>Movie box office prediction based on ensemble learning</strong>
</a>
<br>
<a>Shuangyan Wu</a>,
<strong>Yufan Zheng</strong>,
<a href="https://scholar.google.com.hk/citations?user=eUJqqJYAAAAJ">Zhikang Lai</a>,
<a>Fujian Wu</a>,
<a href="https://scholar.google.com/citations?user=CQjEUkAAAAAJ">Choujun Zhan</a>
<br>
<a href="https://ieeexplore.ieee.org/xpl/conhome/8954856/proceeding">IEEE Symposium on Product Compliance Engineering - Asia (ISPCE-CN)</a> | Oct 2019 | Oral Presentation | <a href="bib/wu2019movie.bib">Bibtex</a>
<br />
<!--
<p> We built a predictive model using film data from 1980 to 2018 and machine learning methods, including the Ensemble learning algorithm.</p>
-->
<br />
</p>
</ol>
</p>
</div>
<!-- The Experiences Section -->
<div class="w3-container w3-light-grey w3-padding-32" id="experience">
<h2>Experience</h2>
<ol>
<p><li>
Dec 2022 - Jul 2024, Research Assistant, Department of Electrical Engineering, <a href="https://www.cityu.edu.hk/">City University of Hong Kong</a>, China
</li></p>
<p><li>
Jun 2022 - Nov 2022, Algorithm technician, Industrial Software Development Division, <a href="https://www.ciachiam.cn/">Huangpu Institute of Materials</a>, China
</li></p>
<p><li>
Mar 2022 - Jun 2022, Intern, Industrial Software Development Division, <a href="https://www.ciachiam.cn/">Huangpu Institute of Materials</a>, China
</li></p>
<p><li> Mar 2019 - Mar 2022, Research Assistant, Research Institute of Big Data and Artificial Intelligence (RIBDAI), Nanfang College of Sun Yat-sen University in Guangzhou, China
</li></p>
</ol>
</div>
<!-- The Services Section -->
<div class="w3-container w3-light-grey w3-padding-32" id="service">
<h2>Service</h2>
<h4> <strong>Reviewer:</strong></h4>
<ol>
<p><li> <a href="https://www.sciencedirect.com/journal/internet-of-things">Internet of Things</a></li></p>
<p><li> <a href="https://www.keaipublishing.com/en/journals/infectious-disease-modelling/">Infectious Disease Modelling</a></li></p>
</ol>
<h4> <strong>Talk:</strong></h4>
<ol>
<p><li> Oct 2019, <a href="https://ieeexplore.ieee.org/document/8958631">"Movie box office prediction based on ensemble learning"</a> at <a href="https://ieeexplore.ieee.org/xpl/conhome/8954856/proceeding">ISPCE-CN 2019</a></li></p>
</ol>
</div>
<!-- The Awards Section -->
<div class="w3-container w3-light-grey w3-padding-32" id="award">
<h2>Award</h2>
<ol>
<p><li>2020 - 2021, Oustanding Graduates of NanFang College of Sun Yat-Sen University</li></p>
<p><li>2019 - 2020, National Scholarship, China</li></p>
<p><li>Oct 2019, Merit award conference paper in 2019 IEEE International Symposium on Product Compliance Engineering-Asia</li></p>
</ol>
</div>
<!-- The Projects Section -->
<div class="w3-container w3-light-grey w3-padding-32" id="project">
<h2>Project</h2>
<ol>
<p><li>Co-Investigator, 2020 - 2021, "E-business strategy mining based on big data and machine learning", Provincial College Students' Innovative Entrepreneurial Training Plan Program, China (10,000 CNY, No. S201912619030X)</li></p>
<p><li>Co-Investigator, 2019 - 2020, "Solar radiation estimation system based on hours of sunshine and Planck's law", Provincial College Students' Innovative Entrepreneurial Training Plan Program, China (10,000 CNY, No. S202012619022)</li></p>
<p><li>Principal Investigator, 2019 - 2020, "Box office forecasting based on big data and deep learning", Provincial College Students' Innovative Entrepreneurial Training Plan Program, China (10,000 CNY, No. S202012619021)</li></p>
</ol>
</div>
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<div class="w3-light-grey w3-center w3-padding-24">
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<p>Welcome to use this website's <a href="https://github.com/YunheWang/HomePage">source code</a>, just add a link back to here. <a href="https://www.wangyunhe.site/">✩</a></p>
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