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<!DOCTYPE html>
<html lang="en">
<head>
  <meta charset="UTF-8">
  <meta name="viewport" content="width=device-width, initial-scale=1.0">
  <title>Junlin Chen | Shanghai Jiao Tong University</title>
  <link rel="icon" href="https://github.githubassets.com/favicons/favicon.svg">
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<body>

  <header>
    <img src="https://avatars.githubusercontent.com/u/your_github_id" alt="profile" class="profile">
    <h1>Junlin Chen</h1>
    <p>
      Postgraduate Student @
      <a href="https://www.sjtu.edu.cn/">Shanghai Jiao Tong University</a>
    </p>
    <p>
      <a href="https://github.com/cschenjunlin">GitHub</a> ·
      <a href="mailto:chenjunlin233@sjtu.edu.cn">Email</a>
    </p>
  </header>

<!-- ================= ABOUT ME ================= -->
  <section class="section">
    <h2 style="border-bottom: 2px solid #ccc; padding-bottom: 5px;">About Me</h2>
    <p>
      I am a postgraduate student at Shanghai Jiao Tong University, supervised by PhD. Weixia Zhang.
      My research interests lie in
      <strong>Image Quality Assessment (IQA)</strong>,
      <strong>Super-Resolution (SR)</strong> and
      <strong>Triton/GPU programming</strong>.
    </p>
  </section>

<!-- ================= EDUCATION ================= -->
  <section class="section">
    <h2 style="border-bottom: 2px solid #ccc; padding-bottom: 5px;">Education</h2>
    <ul>
      <li>
        <b>2023–Present</b> Master’s student in Electronic Information,
        <a href="https://www.sjtu.edu.cn/">Shanghai Jiao Tong University</a>,
        supervised by
        <a href="https://sites.google.com/view/r-panda">Weixia Zhang</a>
      </li>
      <li>
        <b>2018–2022</b> Bachelor in Aircraft Power Engineering,
        <a href="https://www.hit.edu.cn/">Harbin Institute of Technology</a>
      </li>
    </ul>
  </section>

<!-- ================= RESEARCH ================= -->
  <section class="section">
    <h2 style="border-bottom: 2px solid #ccc; padding-bottom: 5px;">Research</h2>
    <div style="display: flex; align-items: center; gap: 20px; margin-bottom: 30px;">
      <!-- 左侧图片 -->
      <img
        src="https://cschenjunlin.github.io/figures/SR-IQA-SMC25.jpg"
        alt="SR-IQA-SMC25"
        style="width: 360px; border-radius: 10px; object-fit: cover; box-shadow: 0 2px 6px rgba(0,0,0,0.1);"
      >

      <!-- 右侧文字 -->
      <div>
        <b style="font-size: 1.05em;">
          Learning from Model Rankings Improves Blind Super-Resolution Image Quality Assessment
        </b><br>
        <i>IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2025</i><br>
        <span style="color: #555;">
          Junlin Chen, Peibei Cao, Guangtao Zhai, Xiaokang Yang, Weixia Zhang*
        </span><br><br>
        <p style="margin: 0;">
          We propose a data-efficient blind image quality assessment (BIQA) approach for real-world super-resolution (SR).
          By leveraging global rankings of SR algorithms derived from human perception, our method enhances SR-IQA models
          without the need for explicit human labels.
        </p>
        <p style="margin-top: 8px;">
          <a href="https://github.com/cschenjunlin/SR-IQA-SMC25" target="_blank">[Code]</a> ·
          <a href="https://cschenjunlin.github.io/files/SR-IQA-SMC25.pdf" target="_blank">[Paper]</a>
        </p>
      </div>
    </div>

    <div style="display: flex; align-items: center; gap: 20px; margin-bottom: 30px;">
      <!-- 左侧图片 -->
      <img
        src="https://cschenjunlin.github.io/figures/DCP-GAN.png"
        alt="DCP-GAN for Fingerprint SR"
        style="width: 360px; border-radius: 10px; object-fit: cover; box-shadow: 0 2px 6px rgba(0,0,0,0.1);"
      >

      <!-- 右侧文字 -->
      <div>
        <b style="font-size: 1.05em;">DCP-GAN: A Novel Deep Learning Network for Fingerprint Super-Resolution</b><br>
        <i>Digital Image Processing and Machine Vision, 2023</i><br>
        <span style="color: #555;">
          Junlin Chen, Rizhi Ding, Khushal Haider Syed
        </span><br><br>
        <p style="margin: 0;">
          We propose a generative adversarial network with dense connection pyramids,
          to enhance low-quality fingerprint images and improve recognition accuracy.
        </p>
        <p style="margin-top: 8px;">
          <a href="https://github.com/cschenjunlin/DCP-GAN" target="_blank">[Code]</a> ·
          <a href="https://cschenjunlin.github.io/files/DCP-GAN.pdf" target="_blank">[Paper]</a>
        </p>
      </div>
    </div>
  </section>

<!-- ================= EXPERIENCE ================= -->
  <section id="experience" style="margin-top: 40px;">
    <h2 style="border-bottom: 2px solid #ccc; padding-bottom: 5px;">Experience</h2>

    <div style="display: flex; align-items: center; margin-top: 15px;">
      <!-- 左侧图片 -->
      <div style="flex: 0 0 120px; text-align: center;">
        <img
          src="https://cschenjunlin.github.io/figures/Triton Kernel Porting.png"
          alt="Triton Kernel Porting"
          style="width: 360px; height: auto; border-radius: 10px;"
        >
      </div>

      <!-- 右侧文字 -->
      <div style="flex: 1; padding-left: 20px;">
        <h3 style="margin: 0;">Advanced Micro Devices (Shanghai) Co., Ltd.</h3>
        <p style="margin: 5px 0; font-style: italic;">AI Kernel Development Intern, Jul 2025 – Present</p>
        <p style="margin: 5px 0;">
          I ported and optimized Triton kernels for JAX, leveraging performance profiling tools (rocprof, rocgdb)
          to achieve near-native execution efficiency.
        </p>
      </div>
    </div>
  </section>

  <section class="section">
    <h2>Contact</h2>
    <p>Email: <a href="mailto:chenjunlin233@sjtu.edu.cn">chenjunlin233@sjtu.edu.cn</a></p>
  </section>

  <footer>
    © 2025 Junlin Chen · Hosted on
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