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<html>
<head>
<meta content="text/html; charset=utf-8" http-equiv="Content-Type" />
<title>🀄Xuebo Liu's Homepage🀄</title>
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<!-- <div style="margin-bottom: 1em; border: 1px solid #ddd; background-color: #fff; padding: 1em; height: 100px;"></div> -->
<div style="margin: 0px auto; width: 100%;"><img class="pic" src="other/xuebo.jpeg" border="0" title="To be appeared" />
<div style="padding-left: 0em; vertical-align: top; height: 90px;">
<span style="line-height: 150%; font-size: 22pt;">Xuebo Liu</span><span style="font-family:STKaiti; line-height: 150%; font-size: 22pt;"> (刘学博)</span><br />
<span><strong>Associate Professor</strong></span><br />
<span>School of Computer Science and Technology</span><br />
<span>Harbin Institute of Technology, Shenzhen</span><br />
<span>Xili University Town, Nanshan District</span><br />
<span>Shenzhen, Guangdong, China</span><br />
<span><a href='https://scholar.google.com/citations?user=XkDl9aoAAAAJ&hl=en'>[Google scholar]</a></span>
<span><a href='https://www.linkedin.com/in/xuebo-liu-47877b195/'>[LinkedIn]</a></span>
<span><a class="mail" href="mailto:liuxuebo@hit.edu.cn">[Email]</a></span>
<span><a href='http://faculty.hitsz.edu.cn/liuxuebo'>[中文主页]</a></span><br />
<!-- </div> -->
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<div class="section">
<h2>Biography</h2>
<div class="paper">
I am an Associate Professor in School of Computer Science and Technology and Institute of Computing and Intelligence at Harbin Institute of Technology, Shenzhen, working with <a href="https://zhangmin-nlp-ai.github.io/">Prof. Min Zhang</a>.
Before that, I received my PhD degree at University of Macau (2021), advised by <a href="https://www.fst.um.edu.mo/personal/derek-wong/">Prof. Derek F. Wong</a> and was a member of NLP2CT Lab.
I was a postgraduate intern at Tsinghua NLP Group (2018), advised by <a href="http://nlp.csai.tsinghua.edu.cn/~ly/">Prof. Yang Liu</a> and a research intern at Tencent AI Lab (2019-2021), advised by <a href="http://www.zptu.net/">Dr. Zhaopeng Tu</a> and <a href="http://www.longyuewang.com/">Dr. Longyue Wang</a>.
My current research interests focus on natural language processing, machine translation, ability optimization and evaluation for large language models.<br />
<p style="color:red"> ★ Looking for self-motivated students and interns to join our team. Please feel free to contact me if you have interests! ★ </p>
</div>
</div>
</div>
</div>
<div style="clear: both;">
<div class="section">
<h2>News</h2>
<div class="paper">
<ul>
<li>[01.2025] One paper is accepted to ICLR 2025. </li>
<li>[12.2024] One paper is accepted to AAAI 2025. </li>
<li>[11.2024] One paper is accepted to COLING 2025. </li>
<li>[10.2024] Serving as Area Chair of NAACL 2025. </li>
<li>[09.2024] Two papers are accepted to NeurIPS 2024. </li>
<li>[09.2024] Five papers are accepted to EMNLP 2024 and its findings. </li>
<li>[06.2024] Serving as Area Chair of EMNLP 2024. </li>
<li>[05.2024] Eight papers are accepted to ACL 2024 and its findings. </li>
<li>[02.2024] Serving as Area Chair of ACL 2024. </li>
<li>[02.2024] One paper is accepted to CVPR 2024. </li>
<li>[02.2024] Two papers are accepted to COLING 2024. </li>
<li>[12.2023] Serving as Area Chair of NAACL 2024. </li>
<li>[10.2023] Serving as Area Chair of EACL 2024. </li>
<li>[10.2023] Four papers are accepted to EMNLP 2023 and its findings. </li>
<li>[06.2023] Serving as Area Chair of EMNLP 2023. </li>
<li>[05.2023] Six papers are accepted to ACL 2023 and its findings. </li>
<li>[11.2022] One paper is accepted to AAAI 2023. </li>
<li>[10.2022] Three papers are accepted to EMNLP 2022. </li>
<li>[05.2022] Serving as Area Chair of EMNLP 2022. </li>
<li>[02.2022] One paper is accepted to ACL 2022. </li>
<li>[10.2021] Serving as Area Chair of ACL 2022. </li>
<li>[08.2021] One paper is accepted to Findings of EMNLP 2021. </li>
<li>[08.2021] One paper is accepted to IEEE/ACM Transactions on Audio, Speech, and Language Processing. </li>
<li>[07.2021] One paper is accepted to NeurIPS 2021 Datasets and Benchmarks Track. </li>
<li>[05.2021] Four papers are accepted to ACL 2021 and its findings. </li>
<li>[01.2021] Two papers are accepted to ICLR 2021. </li>
<li>[01.2021] One paper is accepted to AAAI 2021. </li>
</ul>
</div>
</div>
</div>
</div>
<div style="clear: both;">
<div class="section">
<h2 id="confpapers"><a href="pub.html">Publications</a></h2>
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<!--<div class="section">-->
<!--<h2 id="confpapers">Selected Publications</h2>-->
<!-- <div class="paper" id="pesudo"><img class="paper" src="papers/pesudo.jpg" title="Clustering Pseudo Language Family in Multilingual Translation Models with Fisher Information Matrix" />-->
<!-- <div> <strong>Clustering Pseudo Language Family in Multilingual Translation Models with Fisher Information Matrix </strong><br />-->
<!-- Xinyu Ma, <strong>Xuebo Liu</strong><sup>+</sup>, Min Zhang (<sup>+</sup>: <strong>Corresponding Author</strong>) <br />-->
<!-- 2023 Conference on Empirical Methods in Natural Language Processing (<strong>EMNLP</strong> <i>Short</i>), 2023 <br />-->
<!-- <a href='https://openreview.net/forum?id=8CQ0DUuSAK'>[Paper]</a>-->
<!-- <a href='https://github.com/ecoli-hit/PseudoFamily'>[Code]</a>-->
<!-- </div>-->
<!-- <div class="spanner"></div>-->
<!-- </div>-->
<!-- <div class="paper" id="promptst"><img class="paper" src="papers/promptst.png" title="PromptST: Abstract Prompt Learning for End-to-End Speech Translation" />-->
<!-- <div> <strong>PromptST: Abstract Prompt Learning for End-to-End Speech Translation</strong><br />-->
<!-- Tengfei Yu, Liang Ding, <strong>Xuebo Liu</strong><sup>+</sup>, Kehai Chen, Meishan Zhang, Dacheng Tao, Min Zhang (<sup>+</sup>: <strong>Corresponding Author</strong>) <br />-->
<!-- 2023 Conference on Empirical Methods in Natural Language Processing (<strong>EMNLP</strong>), 2023 <br />-->
<!-- <a href='https://openreview.net/forum?id=Nijnhwu1Uz'>[Paper]</a>-->
<!-- <a href='https://github.com/ytf-philp/PromptST'>[Code]</a>-->
<!-- </div>-->
<!-- <div class="spanner"></div>-->
<!-- </div>-->
<!-- <div class="paper" id="crnmt"><img class="paper" src="papers/crnmt.png" title="Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge " />-->
<!-- <div> <strong>Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge </strong><br />-->
<!-- <strong>Xuebo Liu</strong>, Yutong Wang, Derek F. Wong, Runzhe Zhan, Liangxuan Yu, Min Zhang <br />-->
<!-- 61st Annual Meeting of the Association for Computational Linguistics (<strong>ACL</strong>), 2023 <br />-->
<!-- <a href='https://aclanthology.org/2023.acl-long.866/'>[Paper]</a>-->
<!-- <a href='https://github.com/YutongWang1216/CR-NMT'>[Code]</a>-->
<!-- </div>-->
<!-- <div class="spanner"></div>-->
<!--</div>-->
<!-- <div class="paper" id="tta"><img class="paper" src="papers/tta.png" title="Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization " />-->
<!-- <div> <strong>Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization </strong><br />-->
<!-- Runzhe Zhan, <strong>Xuebo Liu</strong><sup>+</sup>, Derek F. Wong<sup>+</sup>, Cuilian Zhang, Lidia S. Chao, Min Zhang (<sup>+</sup>: <strong>Corresponding Author</strong>) <br />-->
<!-- 61st Annual Meeting of the Association for Computational Linguistics (<strong>ACL</strong>), 2023 <br />-->
<!-- <a href='https://aclanthology.org/2023.acl-long.47/'>[Paper]</a>-->
<!-- <a href='https://github.com/NLP2CT/TaU'>[Code]</a>-->
<!-- </div>-->
<!-- <div class="spanner"></div>-->
<!-- </div>-->
<!-- <div class="paper" id="knntl"><img class="paper" src="papers/knntl.png" title="kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation " />-->
<!-- <div> <strong>kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation </strong><br />-->
<!-- Shudong Liu, <strong>Xuebo Liu</strong><sup>+</sup>, Derek F. Wong<sup>+</sup>, Zhaocong Li, Wenxiang Jiao, Lidia S. Chao, Min Zhang (<sup>+</sup>: <strong>Corresponding Author</strong>) <br />-->
<!-- 61st Annual Meeting of the Association for Computational Linguistics (<strong>ACL</strong>), 2023 <br />-->
<!-- <a href='https://aclanthology.org/2023.acl-long.105/'>[Paper]</a>-->
<!-- <a href='https://github.com/NLP2CT/kNN-TL'>[Code]</a>-->
<!-- </div>-->
<!-- <div class="spanner"></div>-->
<!-- </div>-->
<!-- <div class="paper" id="templategec"><img class="paper" src="papers/templategec.png" title="TemplateGEC: Improving Grammatical Error Correction with Detection Template " />-->
<!-- <div> <strong>TemplateGEC: Improving Grammatical Error Correction with Detection Template </strong><br />-->
<!-- Yinghao Li<sup>#</sup>, <strong>Xuebo Liu</strong>, Shuo Wang, Peiyuan Gong, Derek F. Wong, Yang Gao, Heyan Huang, Min Zhang (<sup>#</sup>: <strong>Visiting Student</strong>) <br />-->
<!-- 61st Annual Meeting of the Association for Computational Linguistics (<strong>ACL</strong>), 2023 <br />-->
<!-- <a href='https://aclanthology.org/2023.acl-long.380/'>[Paper]</a>-->
<!-- <a href='https://github.com/li-aolong/TemplateGEC'>[Code]</a>-->
<!-- </div>-->
<!-- <div class="spanner"></div>-->
<!-- </div>-->
<!-- <div class="paper" id="transgec"><img class="paper" src="papers/transgec.png" title="TransGEC: Improving Grammatical Error Correction with Translationese " />-->
<!-- <div> <strong>TransGEC: Improving Grammatical Error Correction with Translationese </strong><br />-->
<!-- Tao Fang, <strong>Xuebo Liu</strong><sup>+</sup>, Derek F. Wong<sup>+</sup>, Runzhe Zhan, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang (<sup>+</sup>: <strong>Corresponding Author</strong>) <br />-->
<!-- Findings of the Association for Computational Linguistics: ACL 2023 (<strong>ACL</strong> <i>Findings</i>), 2023 <br />-->
<!-- <a href='https://aclanthology.org/2023.findings-acl.223/'>[Paper]</a>-->
<!-- <a href='https://github.com/NLP2CT/TransGEC'>[Code]</a>-->
<!-- </div>-->
<!-- <div class="spanner"></div>-->
<!-- </div>-->
<!-- <div class="paper" id="stmono"><img class="paper" src="papers/monost.png" title="Improving Simultaneous Machine Translation with Monolingual Data" />-->
<!-- <div> <strong>Improving Simultaneous Machine Translation with Monolingual Data</strong><br />-->
<!-- Hexuan Deng, Liang Ding, <strong>Xuebo Liu</strong><sup>+</sup>, Meishan Zhang, Dacheng Tao, Min Zhang (<sup>+</sup>: <strong>Corresponding Author</strong>) <br />-->
<!-- 37th AAAI Conference on Artificial Intelligence (<strong>AAAI</strong>), 2023 <br />-->
<!-- <a href='https://arxiv.org/abs/2212.01188'>[Paper]</a>-->
<!-- <a href='https://github.com/hexuandeng/mono4simt'>[Code]</a>-->
<!-- </div>-->
<!-- <div class="spanner"></div>-->
<!-- </div>-->
<!-- <div class="paper" id="pt-m2"><img class="paper" src="papers/ptm2.jpg" title="Revisiting Grammatical Error Correction Evaluation and Beyond" />-->
<!-- <div> <strong>Revisiting Grammatical Error Correction Evaluation and Beyond</strong><br />-->
<!-- Peiyuan Gong, <strong>Xuebo Liu</strong><sup>+</sup>, Heyan Huang, Min Zhang (<sup>+</sup>: <strong>Corresponding Author</strong>) <br />-->
<!-- 2022 Conference on Empirical Methods in Natural Language Processing (<strong>EMNLP</strong>), 2022 <br />-->
<!-- <a href='https://arxiv.org/abs/2211.01635'>[Paper]</a>-->
<!-- <a href='https://github.com/pygongnlp/PT-M2'>[Code]</a>-->
<!-- </div>-->
<!-- <div class="spanner"></div>-->
<!-- </div>-->
<!-- <div class="paper" id="stroke"><img class="paper" src="papers/stroke.jpg" title="Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling" />-->
<!-- <div> <strong>Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling</strong><br />-->
<!-- Zhijun Wang, <strong>Xuebo Liu</strong><sup>+</sup>, Min Zhang (<sup>+</sup>: <strong>Corresponding Author</strong>) <br />-->
<!-- 2022 Conference on Empirical Methods in Natural Language Processing (<strong>EMNLP</strong>), 2022 <br />-->
<!-- <a href='https://arxiv.org/abs/2211.12781'>[Paper]</a>-->
<!-- <a href='https://github.com/zjwang21/StrokeNet'>[Code]</a>-->
<!-- </div>-->
<!-- <div class="spanner"></div>-->
<!-- </div>-->
<!-- <div class="paper" id="consist"><img class="paper" src="papers/consist.jpg" title="ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation " />-->
<!-- <div> <strong>ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation </strong><br />-->
<!-- Zhaocong Li, <strong>Xuebo Liu</strong><sup>+</sup>, Derek F. Wong<sup>+</sup>, Lidia S. Chao, Min Zhang (<sup>+</sup>: <strong>Corresponding Author</strong>) <br />-->
<!-- 2022 Conference on Empirical Methods in Natural Language Processing (<strong>EMNLP</strong>), 2022 <br />-->
<!-- <a href='https://arxiv.org/abs/2212.04262'>[Paper]</a>-->
<!-- <a href='https://github.com/NLP2CT/ConsistTL'>[Code]</a>-->
<!-- </div>-->
<!-- <div class="spanner"></div>-->
<!-- </div>-->
<!--<div class="paper" id="fusion"><img class="paper" src="papers/fusion.jpg" title="Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning" />-->
<!-- <div> <strong>Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning</strong><br />-->
<!-- <strong>Xuebo Liu</strong>, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Zhaopeng Tu <br />-->
<!-- 9th International Conference on Learning Representations (<strong>ICLR</strong>), 2021 <br />-->
<!-- <a href='https://arxiv.org/abs/2012.14768'>[Paper]</a>-->
<!-- <a href='https://github.com/SunbowLiu/SurfaceFusion'>[Code]</a>-->
<!-- <a href='other/Fusion-Poster-ICLR2021.pdf'>[Poster]</a>-->
<!-- <a href='http://slideslive.com/38954044'>[Video]</a>-->
<!--</div>-->
<!-- <div class="spanner"></div>-->
<!--</div>-->
<!--<div class="paper" id="variance"><img class="paper" src="papers/variance.png" title="Variance-Aware Machine Translation Test Sets" />-->
<!-- <div> <strong>Variance-Aware Machine Translation Test Sets</strong><br />-->
<!-- Runzhe Zhan*, <strong>Xuebo Liu</strong>*, Derek F. Wong, Lidia S. Chao (*: <strong>Equal Contribution</strong>) <br />-->
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<!-- Runzhe Zhan*, <strong>Xuebo Liu</strong>*, Derek F. Wong, Lidia S. Chao (*: <strong>Equal Contribution</strong>) <br />-->
<!-- 59th Annual Meeting of the Association for Computational Linguistics (<strong>ACL</strong> <i>Short</i>), 2021 <br />-->
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<!--<div class="paper" id="copy"><img class="paper" src="papers/copy.png" title="On the Copying Behaviors of Pre-Training for Neural Machine Translation" />-->
<!-- <div> <strong>On the Copying Behaviors of Pre-Training for Neural Machine Translation</strong><br />-->
<!-- <strong>Xuebo Liu</strong>, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu <br />-->
<!-- Findings of the Association for Computational Linguistics: ACL 2021 (<strong>ACL</strong> <i>Findings</i>), 2021 <br />-->
<!-- <a href='https://arxiv.org/abs/2107.08212'>[Paper]</a>-->
<!-- <a href='https://github.com/SunbowLiu/CopyingPenalty'>[Code]</a>-->
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<!-- <div> <strong>On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation</strong><br />-->
<!-- <strong>Xuebo Liu</strong>, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu <br />-->
<!-- Findings of the Association for Computational Linguistics: EMNLP 2021 (<strong>EMNLP</strong> <i>Findings</i>), 2021 <br />-->
<!-- <a href='https://arxiv.org/abs/2110.01811'>[Paper]</a>-->
<!-- <a href='https://github.com/SunbowLiu/PTvsBT'>[Code]</a>-->
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<!-- <div> <strong>Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation</strong><br />-->
<!-- Runzhe Zhan*, <strong>Xuebo Liu</strong>*, Derek F. Wong, Lidia S. Chao (*: <strong>Equal Contribution</strong>) <br />-->
<!-- 35th AAAI Conference on Artificial Intelligence (<strong>AAAI</strong>), 2021 <br />-->
<!-- <a href='https://arxiv.org/abs/2103.02262'>[Paper]</a>-->
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<!-- <div> <strong>Exploiting Translation Model for Parallel Corpus Mining</strong><br />-->
<!-- Chongman Leong*, <strong>Xuebo Liu</strong>*, Derek F. Wong, Lidia S. Chao (*: <strong>Equal Contribution</strong>) <br />-->
<!-- IEEE/ACM Transactions on Audio, Speech, and Language Processing (<strong>TASLP</strong>), 2021 <br />-->
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<!-- <strong>Xuebo Liu</strong>, Houtim Lai, Derek F. Wong, Lidia S. Chao <br />-->
<!-- 58th Annual Meeting of the Association for Computational Linguistics (<strong>ACL</strong>), 2020 <br />-->
<!--<a href='https://arxiv.org/abs/2006.02014'>[Paper]</a>-->
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<!-- <strong>Xuebo Liu</strong>, Derek F. Wong, Yang Liu, Lidia S. Chao, Tong Xiao, Jingbo Zhu <br />-->
<!-- 57th Annual Meeting of the Association for Computational Linguistics (<strong>ACL</strong>), 2019 <br />-->
<!--<a href='https://www.aclweb.org/anthology/P19-1352/'>[Paper]</a>-->
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<!-- <strong>Xuebo Liu</strong>, Derek F. Wong, Lidia S. Chao, Yang Liu <br />-->
<!-- IEEE/ACM Transactions on Audio, Speech, and Language Processing (<strong>TASLP</strong>), 2019 <br />-->
<!--<a href='https://ieeexplore.ieee.org/document/8839081'>[Paper]</a>-->
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<h2 id="confpapers">Experiences</h2>
<div class="paper">
<ul>
<li>01.2025-now, Associate Professor, <a href="https://csen.hitsz.edu.cn/">School of Computer Science and Technology</a>, Harbin Institute of Technology, Shenzhen</li>
<li>09.2021-12.2024, Assistant Professor, <a href="https://csen.hitsz.edu.cn//">School of Computer Science and Technology</a>, Harbin Institute of Technology, Shenzhen</li>
<li>03.2016-06.2021, Research Assistant, <a href="http://nlp2ct.cis.umac.mo/">NLP2CT Lab</a>, University of Macau, Advised by <a href="https://www.fst.um.edu.mo/personal/derek-wong/">Prof. Derek F. Wong</a></li>
<li>12.2019-03.2021, Research Intern, <a href="https://ai.tencent.com/ailab/nlp/en/index.html">NLP Center</a>, Tencent AI Lab, Advised by <a href="http://www.zptu.net/">Dr. Zhaopeng Tu</a> and <a href="http://www.longyuewang.com/">Dr. Longyue Wang</a></li>
<li>05.2018-11.2018, Postgraduate Intern, <a href="https://nlp.csai.tsinghua.edu.cn/">NLP Lab</a>, Tsinghua University, Advised by <a href="http://nlp.csai.tsinghua.edu.cn/~ly/">Prof. Yang Liu</a></li>
</ul>
</div>
</div>
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<div class="section">
<h2 id="confpapers">Professional Services</h2>
<div class="paper">
<ul>
<li>Area Chair: ACL 2022,2024-2025; EMNLP 2022-2024; NAACL 2024-2025; EACL 2024; CCL 2023-2024; NLPCC 2024 <br />
<li>Journal Reviewer: TASLP 2022-2024; CL 2021; Neurocomputing 2020-2022; TALLIP 2018-2019, 2021-2024 <br />
<li>Conference Reviewer: ICLR 2022-2025; ICML 2022-2025; NeurIPS 2020-2025; ACL 2019, <a href="other/ACL_Reviewer.jpg">2021</a>-2024; EMNLP 2021-2024; NAACL 2021-2024; AAAI 2019, 2021-2024; IJCAI <a href="other/IJCAI-22_Reviewer.pdf">2022</a>-2024; CCL 2021, 2023-2024; COLING 2020-2025; NLPCC 2019-2024 </li>
<li>Secondary Reviewer: ACL 2018, 2020; EMNLP 2018-2020; NAACL 2019; EACL 2021; AACL 2020; CL 2020; IJCAI 2019-2020; AAAI 2020; CCMT 2019-2020; CWMT 2018; PROPOR 2018</li>
</ul>
</div>
</div>
</div>
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<div class="section">
<h2 id="confpapers">Miscellaneous</h2>
<div class="paper">
<ul>
<li>My first name Xuebo means studying (Xue) for a doctorate (Bo). I have achieved it on May 27, 2021.</li>
<li>If you are also interested in Vision Transformer, please take a look at my friend <a href="https://vinthony.github.io/">Dr. Xiaodong Cun</a>.</li>
</ul>
</div>
</div>
</div>
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