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<div class="col p-4 d-flex flex-column position-static">
<h3 class="fst-italic mb-3">Biography - Yan Lin</h3>
<p class="card-text mb-auto" style="font-size: calc(1.0rem + 0.1vw)">
I am currently an assistant professor in the Department of
I am currently a postdoctoral researcher in the Department of
Computer Science at Aalborg University, Denmark. I received my PhD and
Bachelor's degrees from Beijing Jiaotong University, China. My
research interests include <i>spatiotemporal data mining</i>,
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<hr class="my-2" />
<div id="secondary-publications" 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 secondary-text">
AAAI<span class='text-muted'> | </span>2026
</p>
<div class="d-flex gap-2">
</div>
</div>
<h5 class="mb-1 paper-title">SculptDrug: A Spatial Condition-Aware Bayesian Flow Model for Structure-based Drug Design</h5>
<p class="card-text mb-auto author-name">Qingsong Zhong, Haomin Yu, Yan Lin, Wangmeng Shen, Long Zeng, Jilin Hu</p>
</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 secondary-text">
AAAI<span class='text-muted'> | </span>2026
</p>
<div class="d-flex gap-2">
</div>
</div>
<h5 class="mb-1 paper-title">Spatial-Temporal Feedback Diffusion Guidance for Controlled Traffic Imputation</h5>
<p class="card-text mb-auto author-name">Xiaowei Mao, Huihu Ding, Yan Lin, Tingrui Wu, Shengnan Guo, Dazhuo Qiu, Feiling Fang, Jilin Hu, Huaiyu Wan</p>
</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 secondary-text">
KDD<span class='text-muted'> | </span>2025
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</div>
<h5 class="mb-1 paper-title">Micro-Macro Spatial-Temporal Graph-based Encoder-Decoder for Map-Constrained Trajectory Recovery</h5>
<p class="card-text mb-auto author-name">Tonglong Wei, Youfang Lin, <strong>Yan Lin</strong>, Shengnan Guo, Lan Zhang, Huaiyu Wan</p>
</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 secondary-text">
KBS<span class='text-muted'> | </span>2024
</p>
<div class="d-flex gap-2">
<a class="link icon-link icon-link-hover paper-link link-secondary" href="https://www.sciencedirect.com/science/article/pii/S0950705123010730" target="_blank" rel="noopener noreferrer">Paper</a>
<a class="link icon-link icon-link-hover paper-link link-secondary" href="https://github.com/wtl52656/IAGCN" target="_blank" rel="noopener noreferrer">Code</a>
</div>
</div>
<h5 class="mb-1 paper-title">Inductive and Adaptive Graph Convolution Networks Equipped with Constraint Task for Spatial-Temporal Traffic Data Kriging</h5>
<p class="card-text mb-auto author-name">Tonglong Wei, Youfang Lin, Shengnan Guo, <strong>Yan Lin</strong>, Yiji Zhao, Xiyuan Jin, Zhihao Wu, Huaiyu Wan</p>
</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 secondary-text">
IEEE TKDE<span class='text-muted'> | </span>2024
</p>
<div class="d-flex gap-2">
<a class="link icon-link icon-link-hover paper-link link-secondary" href="https://ieeexplore.ieee.org/document/10613424" target="_blank" rel="noopener noreferrer">Paper</a>
<a class="link icon-link icon-link-hover paper-link link-secondary" href="https://arxiv.org/abs/2407.15899" target="_blank" rel="noopener noreferrer">Preprint</a>
</div>
</div>
<h5 class="mb-1 paper-title">Spatial-Temporal Cross-View Contrastive Pre-Training for Check-in Sequence Representation Learning</h5>
<p class="card-text mb-auto author-name">Letian Gong, Huaiyu Wan, Shengnan Guo, Li Xiucheng, <strong>Yan Lin</strong>, Erwen Zheng, Tianyi Wang, Zeyu Zhou, Youfang Lin</p>
</div>
</div>
</div>

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<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 secondary-text">
AAAI<span class='text-muted'> | </span>2026
</p>
<div class="d-flex gap-2">
</div>
</div>
<h5 class="mb-1 paper-title">SculptDrug: A Spatial Condition-Aware Bayesian Flow Model for Structure-based Drug Design</h5>
<p class="card-text mb-auto author-name">Qingsong Zhong, Haomin Yu, Yan Lin, Wangmeng Shen, Long Zeng, Jilin Hu</p>
</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 secondary-text">
AAAI<span class='text-muted'> | </span>2026
</p>
<div class="d-flex gap-2">
</div>
</div>
<h5 class="mb-1 paper-title">Spatial-Temporal Feedback Diffusion Guidance for Controlled Traffic Imputation</h5>
<p class="card-text mb-auto author-name">Xiaowei Mao, Huihu Ding, Yan Lin, Tingrui Wu, Shengnan Guo, Dazhuo Qiu, Feiling Fang, Jilin Hu, Huaiyu Wan</p>
</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 secondary-text">