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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN"
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<title>Welcome to Kai Wu's Homepage</title>
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<table summary="Table for page layout." id="tlayout">
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<div class="menu-category">Kai Wu</div>
<div class="menu-item"><a href="index.html" class="current">Home</a></div>
<div class="menu-item"><a href="publication.html">Publications</a></div>
<div class="menu-item"><a href="grant_award.html">Funds and Awards</a></div>
<div class="menu-item"><a href="service.html">Services</a></div>
<script type="text/javascript" id="clstr_globe" src="//clustrmaps.com/globe.js?d=V5JjG9mrYOMcBDVsyWAWHBMVtJ3RlmTlkPXp74r67qE"></script>
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<table class="imgtable"><tr><td>
<img src="kw.jpg" alt="alt text" width="140px" /> </td>
<td align="left"><p>Kai Wu (吴凯) Ph.D.<br>
Associate Professor<br>
<a href="http://sai.xidian.edu.cn/" target=“blank”>School of Artificial Intelligence</a> <br>
<a href="https://www.xidian.edu.cn/" target=“blank”>Xidian University, China</a> <br></p>
<p>Wangan Building CII-1207<br>
South Campus, Xidian University<br></p>
<p>Email:[email protected] [<a href="https://scholar.google.com/citations?hl=zh-CN&user=4zGSPzsAAAAJ" target=“blank”>Google Scholar</a>] [<a href="https://dblp.org/pid/94/4728-3.html" target=“blank”>DBLP</a>] [<a href="https://web.xidian.edu.cn/kwu/" target=“blank”>Chinese Profile</a>] [<a href="https://github.com/SparseL" target=“blank”>Github Profile</a>]</p>
</td></tr></table>
<p><br></p>
<h1>Short Bio</h1>
<p>He is currently an Associate Professor with the School of Artificial Intelligence, Xidian University. The main research topics are AI for Network Sciences, Automated Evolutionary Computation, Deep Learning for Time Series Analysis, Adversarial Machine Learning</p>
<p>I obtained my Ph.D. from Xidian University in 2020, under the supervision of Jing Liu. I received the B.S. degree from Xidian University, Xi’an, China, in 2015.</p>
<!-- <p>He is the chair of IEEE Symposium 2020-2022 on Multi-agent System Coordination and Optimization</a>.</p> -->
<!-- <p>He is the chair of <a href="http://conf.kzgc.com.cn/iai2020/submitpapers/invitedsessions" target=“blank”>The 2nd International Conference on Industrial Artificial Intelligence, Invited Session: Industrial Artificial Intelligence for Time Series Data in Large-scale Complex Systems</a>.</p> -->
<h1>Collaborators and Students</h1>
<p>Collaborators: <a href="https://sites.google.com/site/handingwanghomepage/home" target=“blank”>Handing Wang</a>, <a href="https://sites.google.com/view/jianlou" target=“blank”>Jian Lou</a>, <a href="https://xiaofangxd.github.io/Chao-Wang/about/" target=“blank”>Chao Wang</a></p>
<!-- <p>Master Students: Shuijing Zhang, Huixin Ma, Yuanyuan Li, Lanlan Chen, Xiaobin Li, Xinyu Guo, Tianyu Li, Yudong Yang, Beining Zhang, Yujian Li</p> -->
<h1>News</h1>
<ul>
<!--<li><p>[Nov 2022] I Won Outstanding Doctoral Dissertation of Shaanxi Province.</p>
</li>-->
<li><p>[Sep 2025] Two paper are accepted by NeurIPS 2025. Congratulations, Wenxun, Muqi and Xiaobin!.</p>
</li>
<li><p>[Aug 2025] One paper is accepted by ACM CCS 2025.</p>
</li>
<li><p>[Jun 2025] One paper is accepted by IEEE TKDE.</p>
</li>
<li><p>[May 2025] One paper is accepted by ICML 2025.</p>
</li>
<li><p>[Mar 2025] One paper is accepted by IEEE CEC 2025. Congratulations, Tianyu!</p>
</li>
<li><p>[Jan 2025] One paper is accepted by WWW 2025 AI4TS Workshop, and one is selected as Oral Presentation. Congratulations, Beining</p>
</li>
<li><p>[Dec 2024] Two paper is accepted by AAAI 2025, and one is selected as Oral Presentation. Congratulations, Shibing and Xiaobin!</p>
</li>
<li><p>[Oct 2024] One paper is accepted by IEEE TMM.</p>
</li>
<li><p>[Sep 2024] Two paper are accepted by NeurIPS 2024. Congratulations, Yujian and Xiaobin!</p>
</li>
<li><p>[Aug 2024] One paper is accepted by IEEE TDSC.</p>
</li>
<li><p>[Jul 2024] One paper is accepted by ACM MM 2024.</p>
</li>
<li><p>[Jun 2024] One paper is accepted by IEEE TMI. Congratulations, Yingzhi!</p>
</li>
<li><p>[May 2024] One paper is accepted by ICML 2024. Congratulations, Xinyu!</p>
</li>
<li><p>[May 2024] One paper is accepted by Neurocomputing. Congratulations, Yingzhi!</p>
</li>
<li><p>[Apr 2024] One paper is accepted by IEEE TFS. Congratulations, Yingzhi!</p>
</li>
<li><p>[Mar 2024] One paper is accepted by GECCO 2024. Congratulations, Yudong!</p>
</li>
<li><p>[Dec 2023] One paper is accepted by AAAI 2024. Congratulations, Lanlan!</p>
</li>
<li><p>[Oct 2023] Announcing [<a href="https://arxiv.org/abs/2310.01260J" target=“blank”>SPELL: Semantic Prompt Evolution based on an LLM</a>], proposing a semantic evolution algorithm for optimizing prompts in Language Models (LLMs).</p>
</li>
<li><p>[May 2023] One paper is accepted by Physical Review Research. Congratulations, Yuanyuan!</p>
</li>
<li><p>[Mar 2023] One paper is accepted by IEEE Transactions on Evolutionary Computation. Congratulations, Huixin!</p>
</li>
<li><p>[Feb 2023] One paper is accepted by Knowledge-based Systems. Congratulations, YiTong!</p>
</li>
<li><p>[Nov 2022] I Won Outstanding Doctoral Dissertation of Shaanxi Province.</p>
</li>
<li><p>[Nov 2022] One paper is accepted by Information Sciences. Congratulations, Yilu!</p>
</li>
<li><p>[Oct 2022] One paper is accepted by IEEE Computational Intelligence Magazine. Congratulations, Chao!</p>
</li>
<li><p>[Oct 2022] One paper is accepted by IEEE Transactions on Neural Networks and Learning Systems. Congratulations, Kaixin!</p>
</li>
<li><p>[Aug 2022] One paper is accepted by Engineering Applications of Artificial Intelligence. So far, all my work during my doctoral study has been settled!</p>
</li>
<li><p>[Aug 2022] I Won the Excellent Doctoral Dissertation of the 5th Conference on Intelligent Optimization and Scheduling in 2022!</p>
</li>
<li><p>[Aug 2022] One paper is accepted by Applied Soft Computing. Congratulations, Kaixin!</p>
</li>
<li><p>[Apr 2022] I Won the Excellent Doctoral Dissertation of Xidian University in 2022!</p>
</li>
<!-- <li><p>[Dec 2021] One paper is accepted by IEEE Computational Intelligence Magazine. Congratulations, Chao!</p>
</li>
<li><p>[Dec 2021] Supported by the youth talent fund of Zhejiang Lab.</p>
</li>
<li><p>[Sep 2021] One paper is accepted by ChineseCSCW2021.</p>
</li>
<li><p>[Aug 2021] One paper is accepted by IEEE Transactions on Cybernetics. Congratulations, Chaolong Ying!</p>
</li>
<li><p>[Jun 2021] One paper is accepted by IEEE Transactions on Cybernetics. Congratulations, Chao!</p>
</li>
<li><p>[Apr 2021] One paper is accepted by Applied Soft Computing. Congratulations, Chao!</p>
</li>
<li><p>[Apr 2021] One paper is accepted by Knowledge-based Systems. Congratulations, Fang!</p>
</li>
<li><p>[Mar 2021] One paper is accepted by IEEE Transactions on Evolutionary Computation</p>
</li>
<li><p>[Feb 2021] One paper is accepted by SCIENTIA SINICA Technologica</p>
</li>
<li><p>[Nov 2020] One paper is accepted by EMO2021</p>
</li>
<li><p>[Sep 2020] One paper is accepted by IEEE SSCI2020</p>
</li>
<li><p>[Sep 2020] One paper is accepted by IAI2020</p>
</li>
<li><p>[Sep 2020] One paper is accepted by IEEE Transactions on Cybernetics</p>
</li>
<li><p>[Sep 2020] I have joined in Xidian University</p>
</li>
<li><p>[Aug 2020] 2020-8-18, I have successfully defended my PhD dissertation and became a PhD</p>
</li>
<li><p>[Mar 2020] Call for Paper: <a href="http://conf.kzgc.com.cn/iai2020/submitpapers/invitedsessions" target=“blank”>The 2nd International Conference on Industrial Artificial Intelligence, Invited Session: Industrial Artificial Intelligence for Time Series Data in Large-scale Complex Systems</a>.</p>
</li>
<li><p>[Feb 2020] Call for Paper: <a href="http://www.ieeessci2020.org/symposiums/masco.html" target=“blank”>IEEE Symposium 2020 on Multi-agent System Coordination and Optimization</a>.</p>
</li>
<li><p>[Aug 2020] One paper is accepted by IEEE Transactions on Evolutionary Computation</p>
</li>
<li><p>[Aug 2020] One paper is accepted by Knowledge-based Systems</p>
</li>
<li><p>[May 2020] One paper is accepted by Knowledge-based Systems</p>
</li>
<li><p>[May 2020] One paper is accepted by IEEE Transactions on Fuzzy Systems</p>
</li>
<li><p>[Apr 2020] One paper is accepted by IEEE Transactions on Fuzzy Systems</p>
</li>
<li><p>[Feb 2020] One paper is accepted by IEEE Transactions on Fuzzy Systems</p>
</li>
<li><p>[Nov 2019] One paper is accepted by IEEE Transactions on Fuzzy Systems</p>
</li> -->
</ul>
<h1>Research Topic</h1>
<ul>
<li><p>AI for Network Sciences, Pretrained Optimization Model, Time Series Foundation Models, Adversarial Machine Learning
</p>
<!-- </li>
<ul>
<li><p>Causal inference.</p>
</li>
<li><p>Higher Order Networks, Hypergraphs, Network Reconstruction, Community Detection, Influence Maximization, Network Augmentation, Network Denoising, Network Robustness, Fuzzy Cognitive Maps.</p>
</li>
</ul>
</ul>
<ul>
<li><p>Deep Learning/Generative Model for Evolutionary Algorithm</p>
</li>
<ul>
<li><p>Machine Learning Assisted Evolutionary Optimization: Machine learning meet Evolutionary Agorithms</p>
</li>
<li><p>Deep Network Evolutionary Optimization: Meta learning + Evolutionary Agorithms > 2</p>
</li>
<li><p>Kinetic analysis of evolutionary optimization: Graph for EA</p>
</li>
<li><p>Traditional evolutionary optimization: large-scale optimization problems, expensive optimization problems, evolutionary multi-task learning, combinatorial optimization problems, evolutionary deep learning</p>
</li>
</ul>
</ul>
<ul>
<li><p>Deep Learning for Time Series</p>
</li>
<ul>
<li><p>Neural ODE + Graph</p>
</li>
<li><p>Time series classification, time series forecasting, time series clustering, time series modeling, time series anomaly detection, time series super-resolution, time series generation, time series interpolation, time series imputation</p>
</li>
</ul>
</ul>
<ul>
<li><p>Adversarial Machine Learning</p>
</li> -->
</ul>
</td>
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