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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>Yixuan Tang - Personal Page</title>
<link href="https://fonts.googleapis.com/css2?family=Lato:wght@300;400;700&display=swap" rel="stylesheet">
<style>
:root {
--primary-color: #2b8cbe;
--secondary-color: #045a8d;
--background-color: #f4f4f4;
--text-color: #333;
--sidebar-width: 250px;
--bold-text-color: #d95f02; /* New color for bold text */
}
body {
font-family: 'Lato', sans-serif;
font-weight: 400;
line-height: 1.6;
color: var(--text-color);
background-color: var(--background-color);
margin: 0;
padding: 0;
display: flex;
}
.sidebar {
width: var(--sidebar-width);
height: 100vh;
position: fixed;
top: 0;
left: 0;
background-color: var(--secondary-color);
color: white;
padding: 20px;
box-sizing: border-box;
display: flex;
flex-direction: column;
align-items: center;
}
.sidebar img {
width: 150px;
height: 150px;
border-radius: 50%;
margin-bottom: 20px;
object-fit: cover;
}
.sidebar nav {
width: 100%;
}
.sidebar nav a {
display: block;
color: white;
text-decoration: none;
padding: 10px 0;
transition: background-color 0.3s ease;
}
.sidebar nav a:hover {
background-color: rgba(255,255,255,0.1);
}
.container {
margin-left: var(--sidebar-width);
padding: 40px;
flex-grow: 1;
background-color: white;
box-shadow: 0 0 10px rgba(0,0,0,0.1);
}
h1, h2, h3 {
color: var(--secondary-color);
font-weight: 700;
}
h1 {
margin-bottom: 0.5rem;
}
h2 {
border-bottom: 2px solid var(--primary-color);
padding-bottom: 0.5rem;
margin-top: 2rem;
}
a {
color: var(--primary-color);
text-decoration: none;
transition: color 0.3s ease;
}
a:hover {
color: var(--secondary-color);
}
.publication {
margin-bottom: 1rem;
padding-bottom: 1rem;
border-bottom: 1px solid #eee;
}
.publication:last-child {
border-bottom: none;
}
ul {
padding-left: 20px;
}
.profile-info {
font-style: italic;
margin-bottom: 1rem;
font-weight: 300;
}
/* Media query for mobile devices */
@media (max-width: 768px) {
:root {
--sidebar-width: 100%;
}
body {
flex-direction: column;
}
.sidebar {
position: relative;
height: auto;
width: 100%;
padding: 10px;
}
.sidebar img {
width: 100px;
height: 100px;
}
.container {
margin-left: 0;
padding: 20px;
}
.sidebar nav {
display: flex;
flex-wrap: wrap;
justify-content: center;
}
.sidebar nav a {
padding: 5px 10px;
margin: 5px;
}
}
</style>
</head>
<body>
<aside class="sidebar">
<h1>Yixuan Tang</h1>
<img src="./tyx.jpg" alt="Yixuan Tang">
<nav>
<a href="#about" style="padding-left: 20px;">About</a>
<a href="#publications" style="padding-left: 20px;">Publications</a>
<a href="#services" style="padding-left: 20px;">Services</a>
<a href="#teaching" style="padding-left: 20px;">Teaching</a>
<a href="#honors" style="padding-left: 20px;">Awards</a>
</nav>
</aside>
<div class="container">
<section id="about">
<h2>Yixuan Tang</h2>
<p>
I am a post-doctoral research fellow at the School of Computing, National University of Singapore (NUS), working with <strong> <a href="https://www.comp.nus.edu.sg/~atung/">Prof. Anthony K. H. Tung</a></strong> at <strong><a href="https://ctic.nus.edu.sg/igyro/index.html">Centre for Trusted Internet and Community</a></strong> (CTIC), and <strong><a href="https://www.comp.nus.edu.sg/~whsu/">Prof. Wynne Hsu</a></strong> and <strong><a href="https://www.comp.nus.edu.sg/~leeml/">Prof. Mong Li Lee</a></strong> at <strong><a href="https://ids.nus.edu.sg/">Institute of Data Science</a></strong> (IDS). I received my B.Comp. in 2016 and Ph.D. in 2024, from the School of Computing, NUS. My Ph.D. thesis, co-supervised by <strong><a href="https://www.comp.nus.edu.sg/~atung/">Prof. Anthony K. H. Tung</a></strong> and <strong><a href="https://www.comp.nus.edu.sg/~nght/">Prof. Ng Hwee Tou</a></strong>, focuses on novel approaches and evaluation to enhance <strong style="color: #045a8d;">the robustness of machine reading comprehension models</strong>. My research interests include <strong style="color: #045a8d;">multi-hop reasoning</strong>, <strong style="color: #045a8d;">misinformation detection</strong> and <strong style="color: #045a8d;">trustworthy AI in healthcare</strong>.
</p>
<!-- <p>Email: <a href="mailto:yixuan@comp.nus.edu.sg">yixuan@comp.nus.edu.sg</a></p> -->
<div class="contact-icons">
<a href="https://www.linkedin.com/in/yixuan-tang-55925999/" target="_blank" rel="noopener noreferrer">
<img src="https://cdn.jsdelivr.net/npm/simple-icons@v5/icons/linkedin.svg" alt="LinkedIn" width="24" height="24" style="filter: invert(27%) sepia(94%) saturate(1366%) hue-rotate(171deg) brightness(96%) contrast(101%);">
</a>
<a href="https://scholar.google.com/citations?user=3dWye3UAAAAJ&hl=en" target="_blank" rel="noopener noreferrer">
<img src="https://cdn.jsdelivr.net/npm/simple-icons@v5/icons/googlescholar.svg" alt="Google Scholar" width="24" height="24" style="filter: invert(27%) sepia(94%) saturate(1366%) hue-rotate(171deg) brightness(96%) contrast(101%);">
</a>
<a href="https://github.com/tangyixuan" target="_blank" rel="noopener noreferrer">
<img src="https://cdn.jsdelivr.net/npm/simple-icons@v5/icons/github.svg" alt="GitHub" width="24" height="24" style="filter: invert(27%) sepia(94%) saturate(1366%) hue-rotate(171deg) brightness(96%) contrast(101%);">
</a>
<a href="mailto:ayixuan@hotmail.com">
<img src="./email.png" alt="Email" width="24" height="24" style="filter: invert(27%) sepia(94%) saturate(1366%) hue-rotate(171deg) brightness(96%) contrast(101%);">
</a>
</div>
<style>
.contact-icons {
display: flex;
gap: 15px;
margin-top: 10px;
}
.contact-icons a {
text-decoration: none;
color: inherit;
}
.contact-icons img {
transition: transform 0.3s ease;
}
.contact-icons img:hover {
transform: scale(1.2);
}
</style>
</section>
<section id="publications">
<h2>Selected Publications</h2>
<p><i>'*' indicates corresponding author.</i></p>
<div class="publication">
<strong>Contextualized Speech Recognition: Rethinking Second-Pass Rescoring with Generative Large Language Models.</strong><br>
<strong style="color: #045a8d;">Yixuan Tang</strong>, Anthony K. H. Tung.<br>
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI 2024), pp.6478-6485, 2024.<br>
[<a href="https://www.ijcai.org/proceedings/2024/0716.pdf">PDF</a>]
[<a href="https://github.com/tangyixuan/2ndPassContextASR">Code</a>]
</div>
<div class="publication">
<strong>SQuAD-SRC: A Dataset for Multi-Accent Spoken Reading Comprehension.</strong><br>
<strong style="color: #045a8d;">Yixuan Tang</strong>, Anthony K. H. Tung.<br>
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI 2023), pp.5206–5214, 2023.<br>
[<a href="https://www.ijcai.org/proceedings/2023/0606.pdf">PDF</a>]
[<a href="https://github.com/tangyixuan/SQuAD-SRC">Code</a>]
</div>
<div class="publication">
<strong>Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions?</strong><br>
<strong style="color: #045a8d;">Yixuan Tang</strong>, Hwee Tou Ng, Anthony K. H. Tung.<br>
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021), pp. 3244–3249, 2021.<br>
[<a href="https://aclanthology.org/2021.eacl-main.283.pdf">PDF</a>]
[<a href="https://github.com/yxxytang/subqa">Code</a>]
</div>
<div class="publication">
<strong>QALinkPlus: Text Enrichment with Q&A data.</strong><br>
Yandong Sun, <strong style="color: #045a8d;">Yixuan Tang*</strong>, Anthony K.H. Tung*.<br>
IEEE Data Engineering Bulletin, pp.115–128, Dec 2023.<br>
[<a href="http://sites.computer.org/debull/A23dec/p115.pdf">PDF</a>]
</div>
<div class="publication">
<strong>QALink: Enriching Text Documents with Relevant Q&A Site Contents.</strong><br>
<strong style="color: #045a8d;">Yixuan Tang</strong>, Weilong Huang, Qi Liu, Anthony K. H. Tung, Xiaoli Wang, Jisong Yang, and Beibei Zhang.<br>
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management (CIKM 2017), pp. 1359–1368, 2017.<br>
[<a href="https://dl.acm.org/doi/10.1145/3132847.3132934">Link</a>]
</div>
<div class="publication">
<strong>Combining Machine Learning with a Rule-Based Algorithm to Detect and Identify Related Entities of Documented Adverse Drug Reactions on Hospital Discharge Summaries.</strong><br>
Hui Xing Tan, Chun Hwee Desmond Teo, Pei San Ang, Wei Ping Celine Loke, Mun Yee Tham, Siew Har Tan, Bee Leng Sally Soh, Pei Qin Belinda Foo, Zheng Jye Ling, Wei Luen James Yip, <strong style="color: #045a8d;">Yixuan Tang</strong>, Jisong Yang, Kum Hoe Anthony Tung, Sreemanee Raaj Dorajoo.<br>
Drug Safety, 45(8), pp. 853–862, 2022.<br>
[<a href="https://pubmed.ncbi.nlm.nih.gov/35794349/">Link</a>]
</div>
<div class="publication">
<strong>Detecting Adverse Drug Reactions in Discharge Summaries of Electronic Medical Records using Readpeer.</strong><br>
<strong style="color: #045a8d;">Yixuan Tang</strong>, Jisong Yang, Pei San Ang, Sreemanee Raaj Dorajoo, Belinda Foo, Sally Soh, Siew Har Tan, Mun Yee Tham, Qing Ye, Lynette P. Shek, Cynthia Sung, and Anthony K. H. Tung.<br>
International journal of medical informatics (IJMI 2019), vol. 128, pp. 62–70, 2019.<br>
[<a href="https://pubmed.ncbi.nlm.nih.gov/31160013/">Link</a>]
</div>
<div class="publication">
<strong>A General Framework for Producing Interpretable Semantic Text Embeddings. </strong><br>
Yiqun Sun, Qiang Huang, <strong style="color: #045a8d;">Yixuan Tang</strong>, Anthony Kum Hoe Tung, Jun Yu.<br>
<i>Under review for ICLR 2025</i> <br>
</div>
<div class="publication">
<strong>A Single Swallow Does Not Make a Summer: Understanding Semantic Structures in Embedding Spaces.</strong><br>
Yandong Sun, Qiang Huang, Ziwei Xu, Yiqun Sun, <strong style="color: #045a8d;">Yixuan Tang</strong>, Anthony K. H. Tung.<br>
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI 2024), pp.6478-6485, 2024.<br>
<i>Under review for ICLR 2025</i> <br>
</div>
</section>
<section id="services">
<h2>Professional Services</h2>
<ul>
<li>Invited reviewer for ACL Rolling Review 2024 (ACL 2024, EACL 2024, NAACL 2024, EMNLP 2024)</li>
<li>Invited reviewer for The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024)</li>
<li>Conference session chair for IJCAI 2024</li>
<li>Invited reviewer for The Thirteenth International Conference on Learning Representations (ICLR 2025)</li>
</ul>
</section>
<section id="teaching">
<h2>Teaching & Mentoring</h2>
<ul>
<li>Mentor for NUS SoC NGNE Project 2024</li>
<li>TA for CS5246 Text Mining, 2019</li>
<li>TA for CS4248 Natural Language Processing, 2018</li>
<li>TA for CS1020 Data Structures and Algorithms, 2013</li>
</ul>
</section>
<section id="honors">
<h2>Honors & Awards</h2>
<ul>
<li>Bachelor of Computing with Honours (Highest Distinction), National University of Singapore, 2016</li>
<li>Champion, Facebook Sydney Hackathon, 2015</li>
<li>Dean's List, 2015</li>
<li>Singapore Government Scholarship, 2011–2016</li>
</ul>
</section>
</div>
</body>
</html>