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<!DOCTYPE html>
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<head>
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<title>Publications — David Xia</title>
<meta name="description" content="Publications, manuscripts, and talks by David Xia.">
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<a href="index.html" class="nav-brand">David Xia</a>
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<a href="papers.html" class="active">Publications</a>
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<header class="page-head">
<h1>Publications</h1>
<p>Peer-reviewed papers, manuscripts in progress, course notes, and selected talks. My name is shown in <strong>bold</strong>.</p>
</header>
<!-- ===== Peer-reviewed ===== -->
<h2 class="subhead">Peer-Reviewed & Accepted</h2>
<div class="pub-list">
<article class="pub">
<span class="pub-year">2025</span>
<div>
<div class="pub-title">RSK linear operators and the Vershik–Kerov–Logan–Shepp curve</div>
<div class="pub-authors"><span class="name">Duy Phan</span>, <span class="me">David Xia</span></div>
<div class="pub-venue"><span class="badge">TO APPEAR</span> Electronic Journal of Combinatorics</div>
<div class="link-row">
<a class="chip arxiv" href="https://arxiv.org/abs/2504.05510" target="_blank"><i class="fas fa-file-lines"></i> arXiv</a>
</div>
</div>
</article>
<article class="pub">
<span class="pub-year">2025</span>
<div>
<div class="pub-title">EveGuard: Defeating Vibration-based Side-Channel Eavesdropping with Audio Adversarial Perturbations</div>
<div class="pub-authors"><span class="name">Jung-Woo Chang</span>, <span class="name">Ke Sun</span>, <span class="me">David Xia</span>, <span class="name">Xinyu Zhang</span>, <span class="name">Farinaz Koushanfar</span></div>
<div class="pub-venue"><span class="badge">PUBLISHED</span> IEEE Symposium on Security and Privacy 2025</div>
<div class="link-row">
<a class="chip arxiv" href="https://arxiv.org/abs/2411.10034" target="_blank"><i class="fas fa-file-lines"></i> arXiv</a>
</div>
</div>
</article>
</div>
<!-- ===== Workshop / Manuscripts / Notes ===== -->
<h2 class="subhead">Workshop Papers, Manuscripts & Notes</h2>
<div class="pub-list">
<article class="pub">
<span class="pub-year">2026</span>
<div>
<div class="pub-title">Frozen Policy Iteration for MDPs with Stochastic Transitions under Linear Q<sup>π</sup> Realizability</div>
<div class="pub-authors"><span class="me">David Xia</span>, <span class="name">Ruizhong Qiu</span>, <span class="name">Hanghang Tong</span></div>
<div class="pub-venue"><span class="badge">IN PREP</span> Manuscript in preparation</div>
<div class="link-row">
<a class="chip" href="docs/stochastic_fpi.pdf" target="_blank"><i class="fas fa-file-pdf"></i> PDF</a>
</div>
</div>
</article>
<article class="pub">
<span class="pub-year">2026</span>
<div>
<div class="pub-title">Predictability in Major League Sports: Betting Odds versus Mathematical Models</div>
<div class="pub-authors"><span class="me">David Xia</span>, <span class="name">AJ Hildebrand</span></div>
<div class="pub-venue"><span class="badge">SUBMITTED</span> Mathematics and Sports (MAS) Journal</div>
<div class="link-row">
<a class="chip" href="docs/predictability_paper.pdf" target="_blank"><i class="fas fa-file-pdf"></i> PDF</a>
</div>
</div>
</article>
<article class="pub">
<span class="pub-year">2026</span>
<div>
<div class="pub-title">Revitalizing Local Democracy: A Human-Centered Audit of LLMs in City Council Journalism</div>
<div class="pub-authors"><span class="me">David Xia</span>, <span class="name">Chris Maury</span></div>
<div class="pub-venue"><span class="badge">WORKSHOP</span> HEAL Workshop at CHI 2026</div>
<div class="link-row">
<a class="chip" href="docs/heal_paper.pdf" target="_blank"><i class="fas fa-file-pdf"></i> PDF</a>
<a class="chip" href="https://heal-workshop.github.io/" target="_blank"><i class="fas fa-link"></i> Workshop</a>
</div>
</div>
</article>
<article class="pub">
<span class="pub-year">2026</span>
<div>
<div class="pub-title">Algebraic Combinatorics Scribe Notes: The Cauchy Identity</div>
<div class="pub-authors"><span class="me">David Xia</span></div>
<div class="pub-venue"><span class="badge">NOTES</span> Course scribe notes</div>
<div class="link-row">
<a class="chip" href="docs/cauchy_identity_scribe_notes.pdf" target="_blank"><i class="fas fa-file-pdf"></i> PDF</a>
</div>
</div>
</article>
<article class="pub">
<span class="pub-year">2026</span>
<div>
<div class="pub-title">Algebraic Combinatorics Scribe Notes: Schur Polynomials</div>
<div class="pub-authors"><span class="me">David Xia</span>, <span class="name">Oren Akresh</span></div>
<div class="pub-venue"><span class="badge">NOTES</span> Course scribe notes</div>
<div class="link-row">
<a class="chip" href="docs/schur_polynomial_scribe_notes.pdf" target="_blank"><i class="fas fa-file-pdf"></i> PDF</a>
</div>
</div>
</article>
</div>
<!-- ===== Talks ===== -->
<h2 class="subhead">Selected Talks & Posters</h2>
<div class="pub-list">
<article class="pub">
<span class="pub-year">2025</span>
<div>
<div class="pub-title">LLMs for Extracting Agenda Items from City Council Meetings and Generating Newsworthy Headlines</div>
<div class="pub-venue">CMU HCII REU Symposium</div>
<div class="link-row">
<a class="chip" href="docs/presentations/cmu_hcii_poster.pdf" target="_blank"><i class="fas fa-image"></i> Poster</a>
</div>
</div>
</article>
<article class="pub">
<span class="pub-year">2025</span>
<div>
<div class="pub-title">RSK linear operators and the Vershik–Kerov–Logan–Shepp curve</div>
<div class="pub-venue">Algebra, Geometry & Combinatorics Day (Algecom) — presented by Duy Phan</div>
<div class="link-row">
<a class="chip" href="docs/presentations/algecom_poster.pdf" target="_blank"><i class="fas fa-image"></i> Poster</a>
</div>
</div>
</article>
<article class="pub">
<span class="pub-year">2025</span>
<div>
<div class="pub-title">Predictability in Major Sports Leagues: Betting Market vs. Model-Based Predictions</div>
<div class="pub-venue">Joint Mathematics Meetings</div>
<div class="link-row">
<a class="chip" href="docs/presentations/jmm_2025_poster.pdf" target="_blank"><i class="fas fa-image"></i> Poster</a>
<a class="chip" href="docs/programs/jmm_2025_program.pdf" target="_blank"><i class="fas fa-book"></i> Program</a>
</div>
</div>
</article>
<article class="pub">
<span class="pub-year">2024</span>
<div>
<div class="pub-title">Predictability in College Sports: Comparing the Accuracies of Prediction Models for College Football and Basketball</div>
<div class="pub-venue">Rose-Hulman Undergraduate Math Conference — oral talk</div>
<div class="link-row">
<a class="chip" href="docs/presentations/rose_hulman_2024_presentation.pdf" target="_blank"><i class="fas fa-display"></i> Slides</a>
<a class="chip" href="docs/programs/rose_hulman_2024_program.pdf" target="_blank"><i class="fas fa-book"></i> Program</a>
</div>
</div>
</article>
<article class="pub">
<span class="pub-year">2024</span>
<div>
<div class="pub-title">Predictability and Competitiveness in Sports Leagues</div>
<div class="pub-venue">UIUC Undergraduate Research Symposium</div>
<div class="link-row">
<a class="chip" href="docs/presentations/spring_2024_poster.pdf" target="_blank"><i class="fas fa-image"></i> Poster</a>
<a class="chip" href="docs/programs/urs_2024_program.pdf" target="_blank"><i class="fas fa-book"></i> Program</a>
</div>
</div>
</article>
<article class="pub">
<span class="pub-year">2024</span>
<div>
<div class="pub-title">Predictability in College Sports</div>
<div class="pub-venue">Illinois Mathematics Lab Research Symposium</div>
</div>
</article>
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