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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Yan Lin's Projects</title>
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<link rel="icon" href="/logo.webp" type="image/x-icon">
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<link href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0/dist/css/bootstrap.min.css" rel="stylesheet">
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<link href="https://cdn.jsdelivr.net/npm/bootstrap-icons@1.7.2/font/bootstrap-icons.css" rel="stylesheet">
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<link rel="stylesheet" href="/index.css">
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</head>
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<body>
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<main class="container">
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<header class="border-bottom lh-1 py-3 border-secondary">
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<div class="row flex-nowrap justify-content-between align-items-center">
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<div class="col-2">
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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>
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<div class="col-8 text-center">
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<div class="page-header-logo h2 m-0 fw-bold" style="font-family: 'Abril Fatface', serif;">Yan Lin's Projects</div>
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</div>
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<div class="col-2 text-end">
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</div>
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</div>
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<!-- <nav class="navbar navbar-expand">
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<ul class="navbar-nav d-flex justify-content-evenly mx-auto gap-3 gap-md-5">
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<li class="nav-item">
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<a class="link nav-link px-0" href="/#publications">Publications</a>
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</li>
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<li class="nav-item">
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<a class="link nav-link px-0" href="/#projects">Projects</a>
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</li>
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<li class="nav-item">
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<a class="link nav-link px-0" href="/#presentations">Presentations</a>
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</li>
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<li class="nav-item">
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<a class="link nav-link px-0" href="/#services">Services</a>
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</li>
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</ul>
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</nav> -->
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</header>
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<article class="section mt-4">
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<h2 class="section-title mb-3"><i class="bi bi-star-fill"></i> Primary Projects</h2>
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<div class="list-group list-group-flush mb-4">
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<div class="list-group-item px-0">
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<div class="d-flex justify-content-between align-items-center mb-1">
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<p class="d-inline-block mb-0 venue-name primary-text">
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Fundamental Research Funds for the Central Universities of China
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</p>
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<div class="d-flex gap-2">
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</div>
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</div>
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<h5 class="mb-1 paper-title">Research on <i>Prediction of User Travel Destination and Travel Time Based on Trajectory Representation Learning</i></h5>
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<p class="card-text mb-auto project-desc">Applies representation learning to trajectory data to transform original features into high-level information, improving the performance of downstream tasks such as travel time and destination prediction.</p>
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</div>
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<div class="list-group-item px-0">
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<div class="d-flex justify-content-between align-items-center mb-1">
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<p class="d-inline-block mb-0 venue-name primary-text">
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Personal Interest Project
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</p>
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<div class="d-flex gap-2">
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<a class="link icon-link icon-link-hover paper-link link-secondary" href="https://www.overleafcopilot.com/" target="_blank" rel="noopener noreferrer">Home</a>
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<a class="link icon-link icon-link-hover paper-link link-secondary" href="https://chromewebstore.google.com/detail/overleaf-copilot/eoadabdpninlhkkbhngoddfjianhlghb" target="_blank" rel="noopener noreferrer">Install</a>
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</div>
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</div>
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<h5 class="mb-1 paper-title">Development of <i>OverleafCopilot - Empowering Academic Writing in Overleaf with Large Language Models</i></h5>
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<p class="card-text mb-auto project-desc">This project aims to develop a Browser extension to seamlessly integrate Large Language Models (such as ChatGPT) into the popular online academic writing platform, Overleaf.</p>
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</div>
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<div class="list-group-item px-0">
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<div class="d-flex justify-content-between align-items-center mb-1">
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<p class="d-inline-block mb-0 venue-name primary-text">
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Personal Interest Project
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</p>
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<div class="d-flex gap-2">
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<a class="link icon-link icon-link-hover paper-link link-secondary" href="https://www.promptgenius.site/" target="_blank" rel="noopener noreferrer">Website</a>
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<a class="link icon-link icon-link-hover paper-link link-secondary" href="https://github.com/wenhaomin/ChatGPT-PromptGenius" target="_blank" rel="noopener noreferrer">Code</a>
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</div>
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</div>
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<h5 class="mb-1 paper-title">Development of <i>PromptGenius - All-purpose prompts for LLMs</i></h5>
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<p class="card-text mb-auto project-desc">This project focuses on developing a website that offers a wide range of prompt categories, enhancing the versatility of LLMs for various tasks and improving their output quality.</p>
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</div>
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</div>
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<h2 class="section-title mb-3 mt-4"><i class="bi bi-star"></i> Secondary Projects</h2>
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<div class="list-group list-group-flush">
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<div class="list-group-item px-0">
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<div class="d-flex justify-content-between align-items-center mb-1">
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<p class="d-inline-block mb-0 venue-name secondary-text">
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Villum Foundation
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</p>
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<div class="d-flex gap-2">
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</div>
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</div>
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<h5 class="mb-1 paper-title">Research on <i>Inverse Design of Materials Using Diffusion Probabilistic Models</i></h5>
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<p class="card-text mb-auto project-desc">This project focuses on developing diffusion probabilistic models to first understand the relationship between chemistry/structure and material properties, then enable the inverse design of new materials with specific properties. This project currently supports my postdoctoral research position.</p>
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</div>
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<div class="list-group-item px-0">
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<div class="d-flex justify-content-between align-items-center mb-1">
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<p class="d-inline-block mb-0 venue-name secondary-text">
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National Natural Science Foundation of China
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</p>
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<div class="d-flex gap-2">
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</div>
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</div>
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<h5 class="mb-1 paper-title">Research on <i>Pre-training Representation Learning Methods of Spatial-temporal Trajectory Data for Traffic Prediction</i></h5>
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<p class="card-text mb-auto project-desc">This project aims to propose pre-training representation learning methods for spatial-temporal trajectory data, modeling multiple features to improve traffic prediction tasks. It demonstrates how trajectory representation learning can enhance traffic data mining.</p>
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</div>
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<div class="list-group-item px-0">
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<div class="d-flex justify-content-between align-items-center mb-1">
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<p class="d-inline-block mb-0 venue-name secondary-text">
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National Natural Science Foundation of China
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</p>
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<div class="d-flex gap-2">
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</div>
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</div>
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<h5 class="mb-1 paper-title">Research on <i>Spatial-temporal Trajectory Generation and Representation Learning Methods for Sparsity Problems</i></h5>
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<p class="card-text mb-auto project-desc">This project explores how to generate high-quality spatial-temporal trajectory data and corresponding representations to address sparsity-related issues, thereby supporting a variety of downstream tasks.</p>
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</div>
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</div>
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</article>
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</main>
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<footer>
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<div class="container">
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<p class="text-center text-secondary" style="font-size: 0.8rem; font-family: 'Lato', sans-serif;">
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Copyright © 2025. Designed and implemented by Yan Lin.
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</p>
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</div>
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</footer>
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<button id="back-to-top" class="btn btn-light rounded-circle" style="position: fixed; bottom: 20px; right: 20px; display: none; z-index: 1000; width: 40px; height: 40px; padding: 0;"><i class="bi bi-chevron-up"></i></button>
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<script>
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// Show or hide the back-to-top button
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var backToTopButton = document.getElementById('back-to-top');
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backToTopButton.style.display = 'block';
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} else {
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backToTopButton.style.display = 'none';
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return false;
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