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<!DOCTYPE html>
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<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Yan Lin's Presentations</title>
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<a class="link-secondary header-icon px-2 h4" href="/"><i class="bi bi-house-fill"></i></a>
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<div class="page-header-logo h2 m-0 fw-bold" style="font-family: 'Abril Fatface', serif;">Yan Lin's Presentations</div>
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<div class="col-2 text-end">
</div>
</div>
</header>
<article class="section mt-4">
<div class="list-group list-group-flush">
<div class="list-group-item px-0">
<div class="d-flex justify-content-between align-items-center mb-1">
<p class="d-inline-block mb-0 venue-name primary-text">
Guest lecture<span class='text-muted'> | </span>Aalborg University
</p>
<div class="d-flex gap-2">
<a class="link icon-link icon-link-hover paper-link link-secondary" href="/assets/Self-supervised Learning of Trajectory Data.pdf" target="_blank" rel="noopener noreferrer">Slides</a>
</div>
</div>
<h5 class="mb-1 paper-title">Self-supervised Learning of Trajectory Data</h5>
</div>
<div class="list-group-item px-0">
<div class="d-flex justify-content-between align-items-center mb-1">
<p class="d-inline-block mb-0 venue-name primary-text">
Workshop presentation<span class='text-muted'> | </span>KDD 2024
</p>
<div class="d-flex gap-2">
<a class="link icon-link icon-link-hover paper-link link-secondary" href="/assets/KDD_2024_Workshop_PLM4Traj.pdf" target="_blank" rel="noopener noreferrer">Slides</a>
<a class="link icon-link icon-link-hover paper-link link-secondary" href="https://arxiv.org/abs/2405.12459" target="_blank" rel="noopener noreferrer">Paper</a>
</div>
</div>
<h5 class="mb-1 paper-title">PLM4Traj: Leveraging Pre-trained Language Models for Cognizing Movement Patterns and Travel Purposes from Trajectories</h5>
</div>
<div class="list-group-item px-0">
<div class="d-flex justify-content-between align-items-center mb-1">
<p class="d-inline-block mb-0 venue-name primary-text">
Paper Oral<span class='text-muted'> | </span>SIGMOD 2024
</p>
<div class="d-flex gap-2">
<a class="link icon-link icon-link-hover paper-link link-secondary" href="/assets/SIGMOD-Oral-PPT.pdf" target="_blank" rel="noopener noreferrer">Slides</a>
</div>
</div>
<h5 class="mb-1 paper-title">Origin-Destination Travel Time Oracle for Map-based Services</h5>
</div>
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<div class="d-flex justify-content-between align-items-center mb-1">
<p class="d-inline-block mb-0 venue-name primary-text">
Tutorial<span class='text-muted'> | </span>SpatialDI 2024
</p>
<div class="d-flex gap-2">
<a class="link icon-link icon-link-hover paper-link link-secondary" href="/assets/Talk on SpatialDI 2024.pdf" target="_blank" rel="noopener noreferrer">Slides</a>
</div>
</div>
<h5 class="mb-1 paper-title">Self-supervised Learning of Spatial-temporal Trajectories</h5>
</div>
<div class="list-group-item px-0">
<div class="d-flex justify-content-between align-items-center mb-1">
<p class="d-inline-block mb-0 venue-name primary-text">
Paper Oral<span class='text-muted'> | </span>AAAI 2021
</p>
<div class="d-flex gap-2">
<a class="link icon-link icon-link-hover paper-link link-secondary" href="/assets/AAAI21 Oral PPT.pdf" target="_blank" rel="noopener noreferrer">Slides</a>
</div>
</div>
<h5 class="mb-1 paper-title">Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction</h5>
</div>
</div>
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Copyright © 2025. Designed and implemented by Yan Lin.
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