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<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN">
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta http-equiv="Content-Language" content="en-us">
<title>Homepage of Yinghui Wu</title>
<meta name="viewport" content="width=device-width, initial-scale=1">
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<style type="text/css"></style>
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href="./files/widget014.top.svg.css" media="all">
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</head>
<body>
<div id="_atssh" style="visibility: hidden; height: 1px; width: 1px;
position: absolute; top: -9999px; z-index: 100000;"><iframe
id="_atssh846" title="AddThis utility frame"
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<div style="width: 820px;">
<table style="width: 738px; height: 180px;" cellspacing="15">
<tbody>
<tr valign="top" align="left">
<td style="height: 169px; vertical-align: top;"> <img
style="width: 163px; height: 160px;" alt="yinghui wu"
src="0.jpg" id="circle"> </td>
<td style="white-space: nowrap; height: 169px;
vertical-align: top;"> <font size="5">Yinghui Wu</font><br>
<br>
Theodore L. and Dana J. Schroeder <br>
Associate Professor<br>
<a
href="https://engineering.case.edu/computer-and-data-sciences">Department
of Computer <br>
& Data Sciences</a><br>
<br>
<a href="https://engineering.case.edu/">Case School of
Engineering</a><br>
<a href="https://case.edu/">Case Western Reserve
University</a><br>
</td>
<td style="white-space: nowrap; height: 169px;
vertical-align: top;"><br>
<br>
Olin 515<br>
2101 Martin Luther King Jr Dr,<br>
Cleveland, OH 44106<br>
<br>
Office: 216.368.8829<br>
Email: yxw1650_at_case_dot_edu<br>
Homepage: <a href="https://yinghwu.github.io/">https://yinghwu.github.io/<br>
</a><br>
</td>
</tr>
</tbody>
</table>
<hr>
<p align="center"><big><a href="index.html">Home</a> | <a
href="yinghui-teaching.html">Teaching</a> | <a
href="yinghui-research.html">Research | </a><a
href="yinghui-service.html">Services</a> | <a
href="yinghui-students.html">Students</a> | <a
href="yinghui-publication.html">Publications</a> | <a
href="yinghui-talks.html">Talks</a> | <a
href="yinghui-bib.html">Bio/CV </a> </big></p>
<hr>
<p><strong>Research Interests: <br>
</strong></p>
<ul>
<li><strong style="font-weight: normal;">Knowledge and Data
Management and AI Infrastructure Data Systems, Information
quality</strong><strong><span style="font-weight: normal;"></span></strong></li>
<li><strong><span style="font-weight: normal;">Domain-specific
Knowledge & Data systems <br>
(material science, cyber-energy systems, smart
environment, social networks/Web, and cyber security)<br>
</span></strong></li>
</ul>
<hr style="width: 100%; height: 2px;"><strong> <big><span
style="color: red;"></span></big></strong><span
style="font-weight: bold;">Programs & Projects (Selected)</span>
<ul>
</ul>
<ul>
</ul>
<ul>
<li style="font-style: italic; text-decoration: underline;">Knowledge
& Data Management, AI Assets Management &
Infrastructure, Data Quality & AI4Science<br>
</li>
<ul>
<ul>
</ul>
<li style="font-style: italic;"><b><a moz-do-not-send="true"
href="https://mds3-coe.com/">MDS3</a></b> - Data &
knowledge governance for Materials Science [Center of
Excellence; Co-director]<br>
</li>
<li style="font-style: italic;"><b><a moz-do-not-send="true"
href="https://www.casfer.us/">CASFER</a></b> - Advancing
Sustainable and Distributed Fertilizer Production<br>
</li>
<li style="font-style: italic;"><a moz-do-not-send="true"
href="https://cruxproject.org/"><b>CRUX</b></a> -
Crowd-sourced AI Resource Infrastructure for Scientific Data<br>
</li>
<ul>
</ul>
<li style="font-style: italic;"><a moz-do-not-send="true"
href="https://thedaily.case.edu/making-solar-power-more-efficient/"><b>PV-stGNN</b></a>
- Graph Learning for Photovoltaic and Power
Degradation Analysis<br>
</li>
<li style="font-style: italic;"><a moz-do-not-send="true"
href="https://thedaily.case.edu/case-western-reserve-university-led-research-team-awarded-4m-federal-grant-to-develop-argopv-a-generative-ai-to-improve-lifecycle-of-solar-energy-systems/"><b>ArgoPV</b></a>
- Generative AI for Solar Energy Systems</li>
<li style="font-style: italic;"><a moz-do-not-send="true"
href="https://cokn.org/"><font color="#3333ff"><b>CORN</b></font></a>
- Credible Knowledge Network (error detection, data
repairing, fact checking)<br>
</li>
<ul>
</ul>
<ul>
</ul>
</ul>
</ul>
<ul>
<li style="font-style: italic;"><span style="text-decoration:
underline;">Explainable and Responsible IR and AI
(XAI) </span>
<ul>
<li>'Why?'' and ``What-if'' analysis for <b><a
moz-do-not-send="true"
href="https://case.edu/news/fighting-cybersecurity-battle">Cyber
Security</a></b></li>
<li><b></b>Explainable Graph Learning<br>
</li>
<li>ML Model Tracking & Provenance <br>
</li>
</ul>
</li>
</ul>
<ul>
<li style="font-style: italic; text-decoration: underline;">Network
Anomaly
& Association Analysis<br>
</li>
<ul>
<li><i>Association Analysis in Networks - models, detection,
and applications</i><i><br>
</i> </li>
<i> </i>
<li><i>Spatiotemporal Correlation and Cascading Analysis</i><br>
<br>
</li>
</ul>
<li style="font-style: italic; text-decoration: underline;">Large-scale
Data
Processing:<br>
</li>
<ul>
<li><i>Approximate Query Processing</i><i><br>
</i> </li>
<i> </i>
</ul>
<i> </i>
<ul>
<i> </i>
<li><i>Parallel and Distributed Query Processing</i></li>
<i> </i>
<li><i>Event analysis in data streams</i><br>
</li>
</ul>
</ul>
<ul>
</ul>
<strong>Demos/Softwares</strong>
<ul>
<ul>
</ul>
<li>GEDet: Multi-scenario Error detection in Graphs with a few
examples <br>
<span style="font-style: italic;"></span></li>
<li>Kronos and Kronos++: Dynamic Knowledge-based Event Analysis
in Smart Power Grid<br>
</li>
<li>Interactive data exploration with keywords (GExp), summaries
(GSum), <br>
examples (NAVIGATE) and data constraints (GRIP)<br>
</li>
<li>Event analysis: Detection, Localization and Tracking
(Percolator, BEAMS) in dynamic networks</li>
<li>GRAPE: parallelization of sequential graph computation<br>
</li>
</ul>
<ul>
</ul>
<ul>
</ul>
<strong>Sponsors & Collaborators</strong><strong></strong><br>
<strong> <br>
<img style="width: 55px; height: 55px;" alt="NSF"
src="mat/ack/NSF_4-Color_bitmap_Logo.png"><img style="width:
82px; height: 54px;" alt="USDA" src="mat/ack/USDA_logo.png"><img
style="width: 57px; height: 55px;" alt="DOE"
src="mat/ack/DOE-logo-1.png"></strong><strong><img
style="width: 198px; height: 54px;" alt="PNNL"
src="mat/ack/PNNL.png"></strong><strong><img style="width:
118px; height: 43px;" alt="ARL" src="mat/ack/ARL.png"></strong><strong></strong><strong></strong><br>
<strong></strong><strong><img style="width: 124px; height: 41px;"
alt="Google" src="mat/ack/Google.png"></strong><strong></strong><strong></strong><strong><img
style="width: 117px; height: 40px;" alt="Amazon"
src="mat/ack/Amazon-Logo-PNG.png"></strong><strong></strong><strong></strong><strong><img
style="width: 166px; height: 39px;" alt="ms"
src="mat/ack/Microsoft-Logo-PNG.png"></strong><strong><img
style="width: 115px; height: 40px;" alt="Siemens"
src="mat/ack/Siemens-Logo.png"></strong><strong><br>
</strong><strong></strong><strong></strong><strong></strong><strong><img
style="width: 150px; height: 34px;" alt="CPAAS"
src="mat/ack/CPAAS.jpg"></strong><strong><img style="width:
165px; height: 34px;" alt="ECIS"
src="mat/ack/esic_logo_banner_901x175.png"></strong><strong><img
style="width: 188px; height: 34px;" alt="NEC"
src="mat/ack/necla-logo.png"></strong><br>
<strong></strong><strong></strong><strong><br>
<br>
</strong>
<div style="margin-left: 40px;"><strong> </strong></div>
<hr>
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document.write("Last Modified: " + document.lastModified +"");
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</body>
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