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xumingxingsjtu committed Aug 27, 2021
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Mingxing Xu is a Ph.D. Candidate of Shanghai Jiao Tong University
Mingxing Xu&#39;s personal website

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<i class="fas fa-file"></i>&nbsp;&nbsp;Introduction
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<p>I am now a Ph.D. candidate at Shanghai Jiao Tong university, adversed by Prof. Hongkai Xiong, Prof. Chenglin Li, and Prof. Wenrui Dai.</p>
<p>EDUCATION</p>
<p>Ph.D. in Information and Communication Engineering Sep. 2017 - Present Shanghai Jiao Tong University (SJTU), Shanghai, China.<br>Advisor: Prof. Hongkai Xiong (Yangtze River Scholar Distinguished Professor)</p>
<p>B.Eng. in Communication Engineering Sep. 2013-Jul. 2017<br>Northwestern Polytechnical University (NPU), Xi’an, Shaanxi, China Rank:1/68<br>Excellent Graduate Award of Northwestern Polytechnical University</p>
<p>RESEARCH INTERESTS</p>
<p>Graph signal processing<br>Graph neural networks<br>Graph representation learning<br>Point cloud processing<br>traffic flow forecasting</p>
<p>PROJECT</p>
<p>Accurate Long Term Prediction in Traffic Networks, SJTU- Huawei 2019.<br>This is a three years’ project, our lab collaborates with Huawei and helps them to solve some key problems related to their ongoing projects. I was an intern in Huawei from March 2019 to September 2019, helping them to develop an effective long term prediction model for traffic networks, which is the fundamental part of their Intelligent Transportation System Project.</p>
<p>SELECTED HONOR AND AWARD</p>
<p>Excellent Graduate Award of Northwestern Polytechnical University<br>China National Scholarship<br>Excellence Scholarship of Northwestern Polytechnical University<br>Meritorious Winner of Mathematical Contest in Modeling (MCM &amp;ICM) 2016 Huawei Special Scholarship 2015 First Prize of China Robot Competition 2015 First Prize in Shaanxi’ Division of National Mathematical Contest in Modeling 2015</p>
<p>ACADEMIC ACTIVITY</p>
<p>Reviewer for Signal Processing: Image Communication, Pattern Recognition, Transactions on Knowledge Discovery from Data, NeurIPS, ICIP, ICASSP<br>TA for Wavelets and Sparse Signal Processing in 2019<br>Volunteer for the 9th International Conference on Image and Graphics</p>
<p><font size=5> I am now a Ph.D. candidate at Shanghai Jiao Tong university, advised by Prof. Hongkai Xiong, Prof. Chenglin Li, and Prof. Wenrui Dai.</font></p>
<p><font size=5> <strong>EDUCATION</strong></font></font></p>
<ul>
<li><p>Ph.D. in Information and Communication Engineering Sep. 2017 - Present.<br>Shanghai Jiao Tong University (SJTU), Shanghai, China.<br>Advisor: Prof. Hongkai Xiong (Yangtze River Scholar Distinguished Professor).</p>
</li>
<li><p>B.Eng. in Communication Engineering Sep. 2013-Jul. 2017.<br>Northwestern Polytechnical University (NPU), Xi’an, Shaanxi, China Rank:1/68.<br>Excellent Graduate Award of Northwestern Polytechnical University.</p>
</li>
</ul>
<p><font size=5><strong>RESEARCH INTERESTS</strong></font></p>
<ul>
<li>Graph signal processing.</li>
<li>Graph neural networks.</li>
<li>Graph representation learning.</li>
<li>Point cloud processing.</li>
<li>Traffic flow forecasting.</li>
</ul>
<p><font size=5><strong>PROJECT</strong></font></p>
<p><strong>Accurate long-term traffic flow forecasting project, SJTU- Huawei 2019.</strong><br>In this project, we collaborate with Huawei Coop. and helps them with some key problems related to their ongoing Intelligent Transportation System Project. I was an intern in Huawei, Hangzhou from March 2019 to September 2019, working on developing an effective long-term traffic forecasting model. During this project, I proposed a novel paradigm of Spatial Temporal Transformer Networks (STTNs) that can dynamically model long-range spatial-temporal dependencies, lead to more accurate long-term traffic forecasting. For more detail, please refer to <a target="_blank" rel="noopener" href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=M5BQKocAAAAJ&citation_for_view=M5BQKocAAAAJ:hqOjcs7Dif8C">Spatial-temporal transformer networks for traffic flow forecasting</a>.</p>
<p><font size=5><strong>SELECTED HONORS AND AWARDS</strong></font></p>
<ul>
<li>Excellent Graduate Award of Northwestern Polytechnical University.</li>
<li>China National Scholarship.</li>
<li>Excellence Scholarship of Northwestern Polytechnical University.</li>
<li>Meritorious Winner of Mathematical Contest in Modeling (MCM &amp;ICM) 2016 Huawei Special Scholarship 2015 First Prize of China Robot Competition 2015 First Prize in Shaanxi’ Division of National Mathematical Contest in Modeling 2015.</li>
</ul>
<p><font size=5><strong>ACADEMIC ACTIVITY</strong></font></p>
<ul>
<li>Reviewer for Signal Processing: TCSVT, TIP, Image Communication, Pattern Recognition, Transactions on Knowledge Discovery from Data, NeurIPS, ICIP, ICASSP.</li>
<li>TA for Wavelets and Sparse Signal Processing in 2019.</li>
<li>Volunteer for the 9th International Conference on Image and Graphics.</li>
</ul>

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Mingxing Xu is a Ph.D. Candidate of Shanghai Jiao Tong University
Mingxing Xu&#39;s personal website

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Mingxing Xu is a Ph.D. Candidate of Shanghai Jiao Tong University
Mingxing Xu&#39;s personal website

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Mingxing Xu is a Ph.D. Candidate of Shanghai Jiao Tong University
Mingxing Xu&#39;s personal website

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Mingxing Xu is a Ph.D. Candidate of Shanghai Jiao Tong University
Mingxing Xu&#39;s personal website

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Mingxing Xu is a Ph.D. Candidate of Shanghai Jiao Tong University
Mingxing Xu&#39;s personal website

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Mingxing Xu is a Ph.D. Candidate of Shanghai Jiao Tong University
Mingxing Xu&#39;s personal website

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Mingxing Xu is a Ph.D. Candidate of Shanghai Jiao Tong University
Mingxing Xu&#39;s personal website

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Mingxing Xu is a Ph.D. Candidate of Shanghai Jiao Tong University
Mingxing Xu&#39;s personal website

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Mingxing Xu is a Ph.D. Candidate of Shanghai Jiao Tong University
Mingxing Xu&#39;s personal website

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Mingxing Xu is a Ph.D. Candidate of Shanghai Jiao Tong University
Mingxing Xu&#39;s personal website

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Mingxing Xu is a Ph.D. Candidate of Shanghai Jiao Tong University
Mingxing Xu&#39;s personal website

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