1<!DOCTYPE html> 2<html lang="en" style="scroll-behavior:smooth"> 3<head> 4 <meta charset="UTF-8"> 5 <meta name="viewport" content="width=device-width, initial-scale=1.0"> 6 <title>Pengwei Sui - Harvard Medical School</title> 7 <!-- Favicon for different browsers and devices - Horizontal Optimized --> 8 <link rel="icon" type="image/png" sizes="32x16" href="img/hms-logo.png"> 9 <link rel="icon" type="image/png" sizes="24x16" href="img/hms-logo.png"> 10 <link rel="icon" type="image/png" sizes="16x16" href="img/hms-logo.png"> 11 <link rel="shortcut icon" href="img/favicon.png"> 12 <link rel="apple-touch-icon" sizes="180x180" href="img/hms-logo.png"> 13 <meta name="msapplication-TileImage" content="img/hms-logo.png"> 14 <meta name="msapplication-TileColor" content="#FDFCFA"> 15 <meta name="theme-color" content="#FDFCFA"> 16 <link rel="preconnect" href="https://fonts.googleapis.com"> 17 <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin> 18 <link href="https://fonts.googleapis.com/css2?family=Source+Serif+4:ital,opsz,wght@0,8..60,400;0,8..60,500;0,8..60,600;0,8..60,700;1,8..60,400&display=swap" rel="stylesheet"> 19 <link rel="stylesheet" href="style.css"> 20 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/all.min.css"> 21 <link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/jpswalsh/academicons@1/css/academicons.min.css"> 22</head> 23<body> 24 <div class="container"> 25 <!-- Left Profile Section --> 26 <aside class="profile-section"> 27 <div class="profile-card"> 28 <div class="profile-image"> 29 <img src="img/Avatar.png" alt="Profile Photo"> 30 </div> 31 32 <div class="profile-text"> 33 <h1 class="name">Pengwei Sui</h1> 34 <p class="title">Research Associate @ HMS</p> 35 </div> 36 37 <div class="contact-info"> 38 <div class="contact-item"> 39 <i class="fas fa-map-marker-alt"></i> 40 <span>Countway, 10 Shattuck St</span> 41 </div> 42 <!-- <div class="contact-item"> 43 <i class="fas fa-link"></i> 44 <a href="https://dbmi.hms.harvard.edu/people/pengwei-sui">dbmi.hms.harvard.edu/~pengwei</a> 45 </div> --> 46 <div class="contact-item"> 47 <i class="fas fa-envelope"></i> 48 <a href="mailto:[email protected]">[email protected]</a> 49 </div> 50 <div class="contact-item"> 51 <i class="fab fa-twitter"></i> 52 <a href="https://x.com/sui67713">Twitter</a> 53 </div> 54 <div class="contact-item"> 55 <i class="fab fa-linkedin"></i> 56 <a href="https://www.linkedin.com/in/pengweisui/">LinkedIn</a> 57 </div> 58 <div class="contact-item"> 59 <i class="fab fa-github"></i> 60 <a href="https://github.com/psui3905">GitHub</a> 61 </div> 62 <div class="contact-item"> 63 <i class="fas fa-graduation-cap"></i> 64 <a href="https://scholar.google.com/citations?user=9PF9rfcAAAAJ&hl=en&authuser=2">Google Scholar</a> 65 </div> 66 </div> 67 68 <div class="mobile-links"> 69 <a href="mailto:[email protected]" title="Email"><i class="fas fa-envelope"></i></a> 70 <a href="https://scholar.google.com/citations?user=9PF9rfcAAAAJ&hl=en&authuser=2" title="Google Scholar"><i class="fas fa-graduation-cap"></i></a> 71 <a href="https://github.com/psui3905" title="GitHub"><i class="fab fa-github"></i></a> 72 <a href="https://www.linkedin.com/in/pengweisui/" title="LinkedIn"><i class="fab fa-linkedin"></i></a> 73 <a href="https://x.com/sui67713" title="Twitter"><i class="fab fa-twitter"></i></a> 74 </div> 75 </div> 76 </aside> 77 78 <!-- Main Content Section --> 79 <main class="main-content"> 80 <!-- About Section --> 81 <section id="about" class="content-section"> 82 <h2>About</h2> 83 <div class="about-content"> 84 <p>I'm a research associate at Harvard Medical School, working in the <a href="https://zitniklab.hms.harvard.edu/research/">Zitnik Lab</a> with <a href="https://zitniklab.hms.harvard.edu/bio/">Prof. Marinka Zitnik</a> in the <a href="https://dbmi.hms.harvard.edu/">Department of Biomedical Informatics</a>. I also collaborate closely with <a href="https://hidivelab.org/team/members/nils-gehlenborg/">Prof. Nils Gehlenborg</a> and colleagues in the <a href="https://hidivelab.org/">HIDIVE Lab</a>. Previously, I completed my M.S. in Computer Science at Columbia University as part of the <a href="https://www.cs.columbia.edu/nlp/index.cgi">Columbia NLP Group</a>, and my B.S. (Honours) at The University of Sydney with <a href="https://scholar.google.com/citations?user=Sqou_P0AAAAJ&hl=en">Prof. Zhiyong Wang</a>.</p> 85 86 <p>My research interest focuses on how AI can move from producing plausible biomedical knowledge to making claims that survive biological scrutiny. I enjoy developing methods that integrate perturbations, omics, and literature evidence to reason about cellular state and disease mechanisms in immunology, pharmacology, and cell biology.</p> 87 88 <p>I am particularly interested in the backside of AI-assisted discovery: grounding predictions in mechanism, tracking conflicting evidence, estimating when a model should abstain, and prioritizing experiments that can change what we believe.</p> 89 90 <p class="reach-out">If anything sparks your interest, I would love to hear from you. Please donât he
90sitate to reach out!</p> 91 92 </div> 93 </section> 94 95 <!-- News Section --> 96 <section id="news" class="content-section"> 97 <h2>News</h2> 98 <div class="news-container"> 99 <div class="news-year-group"> 100 <div class="news-year">2026</div> 101 <div class="news-year-items"> 102 <article class="news-item"> 103 <time class="news-month" datetime="2026-07">Jul</time> 104 <div class="news-content"> 105 <div class="news-headline"><a href="https://arxiv.org/abs/2603.23522">Qworld</a> accepted to <strong>COLM 2026</strong>.</div> 106 <div class="news-detail"><strong>89%</strong> expert-criteria coverage and <strong>79%</strong> novel criteria validated by human experts.</div> 107 </div> 108 </article> 109 <article class="news-item"> 110 <time class="news-month" datetime="2026-07">Jul</time> 111 <div class="news-content"> 112 <div class="news-headline"><a href="https://aiscientist.tools">ToolUniverse</a> now integrates natively with <a href="https://www.anthropic.com/news/claude-science-ai-workbench" target="_blank" rel="noopener noreferrer">Claude Science</a>.</div> 113 <div class="news-detail">One prompt installs <strong>2,500+</strong> scientific tools and bundled research workflows directly inside the workbench, with no MCP server or plugin required.</div> 114 </div> 115 </article> 116 <article class="news-item"> 117 <time class="news-month" datetime="2026-05">May</time> 118 <div class="news-content"> 119 <div class="news-headline"><a href="https://medea.openscientist.ai/">Medea</a> featured in <a href="https://www.nature.com/articles/s41592-026-03088-9" target="_blank" rel="noopener noreferrer">Nature Methods</a>.</div> 120 <div class="news-detail">With the <a href="https://idekerlab.ucsd.edu/" target="_blank" rel="noopener noreferrer">Ideker Lab</a>, we validated Medea on a previously unpublished <strong>5,806 à 41</strong> yeast E-MAP (<strong>238,046 gene pairs</strong>), recovering experimentally measured synthetic lethal interactions under two DNA-damaging conditions.</div> 121 </div> 122 </article> 123 </div> 124 </div> 125 126 <div class="news-year-group"> 127 <div class="news-year">2025</div> 128 <div class="news-year-items"> 129 <article class="news-item"> 130 <time class="news-month" datetime="2025-12">Dec</time> 131 <div class="news-content"> 132 Our <a href="https://curebench.ai/">CURE-Bench</a> workshop at NeurIPS received submissions from <strong>320+ teams</strong> working on precision therapeutics. 133 </div> 134 </article> 135 <article class="news-item"> 136 <time class="news-month" datetime="2025-10">Oct</time> 137 <div class="news-content"> 138 <a href="https://aiscientist.tools">ToolUniverse</a> appeared in <a href="https://www.science.org/content/article/can-ai-capture-mind-boggling-complexity-human-cell" target="_blank" rel="noopener noreferrer">Science</a> and <a href="https://www.nature.com/articles/d41586-025-03246-7" target="_blank" rel="noopener noreferrer">Nature News</a> coverage. 139 </div> 140 </article> 141 <article class="news-item"> 142 <time class="news-month" datetime="2025-09">Sep</time> 143 <div class="news-content"> 144 <a href="https://www.researchgate.net/publication/392189958_DQVis_Dataset_Natural_Language_to_Biomedical_Visualization">DQVis Dataset</a> accepted to <a href="https://neurips.cc/Conferences/2025">NeurIPS 2025</a>. 145 </div> 146 </article> 147 </div> 148 </div> 149 </div> 150 </section> 151 152 <!-- Research Section --> 153 <section id="research" class="content-section"> 154 <h2>Research</h2> 155 <div class="publications-list"> 156 157 <div class="publication"> 158 <div class="pub-figure"> 159 <img src="img/qworld-thumb.svg" alt="Qworld evaluation criteria animation"> 160 </div> 161 <div class="pub-content"> 162 <div class="pub-title"> 163 <a href="https://arxiv.org/abs/2603.23522">Qworld: Question-Specific Evaluation Criteria for LLMs</a> 164 </div> 165 <div class="pub-authors"> 166 Shanghua Gao*, Yuchang Su*, <strong><u>Pengwei Sui</u></strong>, Curtis Ginder, Marinka Zitnik 167 </div> 168 <div class="pub-venue-name"> 169 <strong>COLM 2026</strong> (Conference on Language Modeling) 170 </div> 171 <div class="pub-venue"> 172 <a href="https://arxiv.org/abs/2603.23522"><i class="ai ai-arxiv"></i>PDF</a> / <a href="https://github.com/mims-harvard/Qworld"><i class="fab fa-github"></i>Github</a> / <a href="https://qworld.openscientist.ai/#try-it"><i class="fas fa-globe"></i>Website</a> / <a href="https://huggingface.co/datasets/suyc21/qworld">ð¤ Hugging Face</a> / <a href="#" onclick="showBibtex('qworld'); return false;"><i class="fas fa-quote-right"></i>BibTeX</a> 173 </div> 174 </div> 175 </div> 176 177 <div class="publication"> 178 <div class="pub-figure"> 179 <img src="img/medea.png" alt="Medea paper Figure"> 180 </div> 181 <div class="pub-content"> 182 <div class="pub-title">
183 <a href="https://www.biorxiv.org/content/10.64898/2026.01.16.696667v1">Medea: An omics AI agent for therapeutic discovery</a> 184 </div> 185 <div class="pub-authors"> 186 <strong><u>Pengwei Sui</u></strong>*, Michelle Li*, Shanghua Gao, Wanxiang Shen, Valentina Giunchiglia, Andrew Shen, Yepeng Huang, Zhenglun Kong, Marinka Zitnik 187 </div> 188 <div class="pub-venue-name"> 189 <strong>bioRxiv preprint</strong> | <span class="github-stars-widget" data-repo="mims-harvard/MEDEA"><i class="fab fa-github"></i> <span class="star-count loading">...</span> â</span> 190 </div> 191 <div class="pub-media-coverage"> 192 <a href="https://www.nature.com/articles/s41592-026-03088-9" class="nature-link"><img src="img/nature-icon.png" alt="Nature" class="nature-icon"><strong>Nature Methods Feature</strong></a> 193 </div> 194 <div class="pub-venue"> 195 <a href="https://www.biorxiv.org/content/10.64898/2026.01.16.696667v1.full.pdf"><i class="ai ai-arxiv"></i>PDF</a> / <a href="https://github.com/mims-harvard/MEDEA"><i class="fab fa-github"></i>Github</a> / <a href="https://medea.openscientist.ai/"><i class="fas fa-globe"></i>Website</a> / <a href="#" onclick="showBibtex('medea'); return false;"><i class="fas fa-quote-right"></i>BibTeX</a> 196 </div> 197 </div> 198 </div> 199 200 <div class="publication"> 201 <div class="pub-figure-live live-tooluniverse"> 202 <iframe src="https://aiscientist.tools/" title="ToolUniverse" loading="lazy" sandbox="allow-scripts allow-same-origin" tabindex="-1" aria-hidden="true"></iframe> 203 </div> 204 <div class="pub-content"> 205 <div class="pub-title"> 206 <a href="https://arxiv.org/pdf/2509.23426">Democratizing AI scientists using ToolUniverse</a> 207 </div> 208 <div class="pub-authors"> 209 Shanghua Gao, Richard Zhu*, <strong><u>Pengwei Sui</u></strong>*, Zhenglun Kong*, Sufian Aldogom, Yepeng Huang, Ayush Noori, Reza Shamji, Krishna Parvataneni, Theodoros Tsiligkaridis, Marinka Zitnik 210 </div> 211 <div class="pub-venue-name"> 212 <strong>arXiv preprint</strong> | <span class="github-stars-widget" data-repo="mims-harvard/ToolUniverse"><i class="fab fa-github"></i> <span class="star-count loading">...</span> â</span> 213 </div> 214 <div class="pub-media-coverage"> 215 <a href="https://www.anthropic.com/news/healthcare-life-sciences" class="anthropic-link"><img src="img/claude.png" alt="Anthropic" class="anthropic-icon"><strong>Anthropic Announcements</strong></a> | <a href="https://www.nature.com/articles/d41586-025-03246-7" class="nature-link"><img src="img/nature-icon.png" alt="Nature" class="nature-icon"><strong>Nature News</strong></a> | <a href="https://www.science.org/content/article/can-ai-capture-mind-boggling-complexity-human-cell" class="science-blog-link"><img src="img/science-icon.png" alt="Science" class="science-blog-icon"><strong>Science Blog</strong></a> 216 </div> 217 <div class="pub-venue"> 218 <a href="https://arxiv.org/pdf/2509.23426"><i class="ai ai-arxiv"></i>PDF</a> / <a href="https://github.com/mims-harvard/ToolUniverse"><i class="fab fa-github"></i>Github</a> / <a href="https://aiscientist.tools/"><i class="fas fa-globe"></i>Website</a> / <a href="#" onclick="showBibtex('tooluniverse'); return false;"><i class="fas fa-quote-right"></i>BibTeX</a> 219 </div> 220 </div> 221 </div> 222 223 <div class="publication"> 224 <div class="pub-figure"> 225 <img src="img/yac_paper.jpg" alt="YAC paper Figure"> 226 </div> 227 <div class="pub-content"> 228 <div class="pub-title"> 229 <a href="https://arxiv.org/abs/2509.19182">YAC: Bridging Natural Language and Interactive Visual Exploration with Generative AI for Biomedical Data Discovery</a> 230 </div> 231 <div class="pub-authors"> 232 Devin Lange, Shanghua Gao, <strong><u>Pengwei Sui</u></strong>, Austen Money, Priya Misner, Marinka Zitnik, Nils Gehlenborg 233 </div> 234 <div class="pub-venue-name"> 235 <strong>In review for <a href="https://chi2026.acm.org/">
235ACM CHI 2026</a></strong> | <a href="https://visxgenai.github.io/">VIS x GenAI Workshop</a> @ IEEE VIS 2025 236 </div> 237 <div class="pub-venue"> 238 <a href="https://arxiv.org/abs/2509.19182"><i class="ai ai-arxiv"></i>PDF</a> / <a href="#" onclick="showBibtex('yac'); return false;"><i class="fas fa-quote-right"></i>BibTeX</a> 239 </div> 240 </div> 241 </div> 242 243 244 <div class="publication"> 245 <div class="pub-figure"> 246 <img src="img/DQVis.png" alt="DQVis paper Figure"> 247 </div> 248 <div class="pub-content"> 249 <div class="pub-title"> 250 <a href="https://www.researchgate.net/publication/392189958_DQVis_Dataset_Natural_Language_to_Biomedical_Visualization">DQVis Dataset: Natural Language to Biomedical Visualization</a> 251 </div> 252 <div class="pub-authors"> 253 Devin Lange, <strong><u>Pengwei Sui</u></strong>, Shanghua Gao, Marinka Zitnik, Nils Gehlenborg 254 </div> 255 <div class="pub-venue-name"> 256 <strong>NeurIPS 2025</strong>: Conference on Neural Information Processing Systems 257 </div> 258 <div class="pub-venue"> 259 <a href="https://sciety.org/articles/activity/10.31219/osf.io/rqb7u_v1"><i class="ai ai-arxiv"></i>PDF</a> / <a href="https://github.com/hms-dbmi/DQVis-Generation"><i class="fab fa-github"></i>Github</a> / <a href="https://huggingface.co/datasets/HIDIVE/DQVis">ð¤ Hugging Face</a> / <a href="#" onclick="showBibtex('dqvis'); return false;"><i class="fas fa-quote-right"></i>BibTeX</a> 260 </div> 261 </div> 262 </div> 263 264 <div class="publication"> 265 <div class="pub-figure"> 266 <img src="img/Enabling-Flexible-Multi-LLM-Integration-for-Scalable-Knowledge-Aggregation.png" alt="Multi-LLM Integration Figure"> 267 </div> 268 <div class="pub-content"> 269 <div class="pub-title"> 270 <a href="#">Enabling Flexible Multi-LLM Integration for Scalable Knowledge Aggregation</a> 271 </div> 272 <div class="pub-authors"> 273 Zhenglun Kong*, Zheng Zhan*, Shiyue Hou, Yifan Gong, Xin Meng, <strong><u>Pengwei Sui</u></strong>, Peiyan Dong, Xuan Shen, Zifeng Wang, Pu Zhao, Hao Tang, Stratis Ioannidis, Yanzhi Wang 274 </div> 275 <div class="pub-venue-name"> 276 <strong>arXiv preprint</strong> 277 </div> 278 <div class="pub-venue"> 279 <a href="https://arxiv.org/abs/2505.23844"><i class="ai ai-arxiv"></i>PDF</a> / <a href="https://github.com/ZLKong/LLM_Integration"><i class="fab fa-github"></i>Github</a> / <a href="#" onclick="showBibtex('multillm'); return false;"><i class="fas fa-quote-right"></i>BibTeX</a> 280 </div> 281 </div> 282 </div> 283 284 <div class="publication"> 285 <div class="pub-figure"> 286 <img src="img/Kokomind.png" alt="KokoMind Figure"> 287 </div> 288 <div class="pub-content"> 289 <div class="pub-title"> 290 <a href="#">KokoMind: Can LLMs Understand Social Interactions?</a> 291 </div> 292 <div class="pub-authors"> 293 Weiyan Shi*, Liang Qiu*, Dehong Xu, <strong><u>Pengwei Sui</u></strong>, Pan Lu, Zhou Yu 294 </div> 295 <div class="pub-venue"> 296 <a href="https://chats-lab.github.io/KokoMind/"><i class="fas fa-globe"></i>Website</a> / <a href="https://github.com/CHATS-lab/KokoMind"><i class="fab fa-github"></i>Github</a> / <a href="https://twitter.com/shi_weiyan/status/1676697071674601473"><i class="fab fa-twitter"></i>Tweet</a> / <a href="#" onclick="showBibtex('kokomind'); return false;"><i class="fas fa-quote-right"></i>BibTeX</a> 297 </div> 298 </div> 299 </div> 300 301 <div class="publication"> 302 <div class="pub-figure"> 303 <img src="img/lica-5m6m-cropped.gif" alt="LICA Algorithm Animation"> 304 </div> 305 <div class="pub-content"> 306 <div class="pub-title"> 307 <a href="https://arxiv.org/abs/2007.02529">Learning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning</a> 308 </div> 309 <div class="pub-authors"> 310 Meng Zhou*, Ziyu Liu*, <strong><u>Pengwei Sui</u></strong>, Yixuan Li, Yuk Ying Chung 311 </div> 312 <div class="pub-venue-name"> 313 <strong>NeurIPS 2020</strong> | <a href="https://wensun.github.io/rl_theory_workshop_2020_ICML.github.io/">RL Theory Workshop</a> @ ICML 2020 314 </div> 315 <div class="pub-venue"> 316 <a href="https://arxiv.org/abs/2007.02529"><i class="ai ai-arxiv"></i>PDF</a> / <a href="https://github.com/mzho7212/LICA"><i class="fab fa-github"></i>Github</a> / <a href="#" onclick="showBibtex('lica'); return false;"><i class="fas fa-quote-right"></i>BibTeX</a> 317 </div> 318 </div> 319 </div> 320 </div> 321 </section> 322 323 <!-- Experience Section --> 324 <section id="experience" class="content-section"> 325 <h2>Experience</h2> 326 <div class="experience-content"> 327 <div class="experience-item"> 328 <div class="exp-content"> 329 <h4>Harvard Medical School, <span class="exp-location">Boston MA, United States</span></h4> 330 <div class="exp-role">Research Associate, DBMI, <span class="exp-date">2024-Present</span></div> 331 </div> 332 <div class="exp-image"> 333 <img src="img/hms-logo.png" alt="Harvard Medical School Logo" class="logo-hms"> 334 </div> 335 </div> 336 337 <div class="experience-item"> 338 <div class="exp-content"> 339 <h4>Insilico Medicine, <span class="exp-location">Shanghai, China</span></h4> 340 <div class="exp-role">Consultant Intern, Business Development, <span class="exp-date">Spring 2024</span></div> 341 </div> 342 <div class="exp-image"> 343 <img src="img/insilico-medicine.svg" alt="Insilico Medicine Logo" class="logo-insilico"> 344 </div> 345 </div> 346 347 <div class="experience-item"> 348 <div class="exp-content"> 349 <h4>Yale Engineering School, <span class="exp-location">(remote from New York)</span></h4> 350 <div class="exp-role">Graduate Student Researcher, <span class="exp-date">Fall 2023</span></div> 351 </div> 352 <div class="exp-image"> 353 <img src="img/yale-engineering.png" alt="Yale Engineering Logo" class="logo-yale"> 354 </div> 355 </div> 356 357 <div class="experience-item"> 358 <div class="exp-content"> 359 <h4>Columbia Engineering School, <span class="exp-location">New York, NY, United States</span></h4> 360 <div class="exp-role">Graduate Student Researcher, Columbia NLP Group, <span class="exp-date">Summer 2023</span></div> 361 </div> 362 <div class="exp-image"> 363 <img src="img/Columbia_University.webp" alt="Columbia Engineering Logo" class="logo-columbia"> 364 </div> 365 </div> 366 </div> 367 </section> 368 369 <!-- Education Section --> 370 <section id="education" class="content-section"> 371 <h2>Education</h2> 372 <div class="education-content"> 373 <div class="education-item"> 374 <div class="edu-content"> 375 <h4>
375Columbia University, <span class="edu-location">New York, NY, United States</span></h4> 376 <div class="edu-degree">Master of Science in Computer Science, <span class="edu-date">2023</span></div> 377 <!-- <div class="edu-details">Columbia NLP Group ⢠Machine Learning ⢠Natural Language Processing</div> --> 378 </div> 379 <div class="edu-image"> 380 <img src="img/Columbia_University.webp" alt="Columbia University Logo" class="logo-columbia-edu"> 381 </div> 382 </div> 383 384 <div class="education-item"> 385 <div class="edu-content"> 386 <h4>University of Sydney, <span class="edu-location">Sydney, NSW, Australia</span></h4> 387 <div class="edu-degree">Bachelor of Science (Honours) in Computer Science, <span class="edu-date">2021</span></div> 388 <!-- <div class="edu-details">First Class Honours</div> --> 389 </div> 390 <div class="edu-image"> 391 <img src="img/usyd.png" alt="University of Sydney Logo" class="logo-usyd"> 392 </div> 393 </div> 394 </div> 395 </section> 396 397 <!-- Teaching Section --> 398 <section id="teaching" class="content-section"> 399 <h2>Teaching</h2> 400 <p>Back in my undergrad days at USyd, I was a teaching assistant for the following classes:</p> 401 <ul class="teaching-list"> 402 <li><a href="#"><strong>COMP2123: Algorithms & Data Structures</strong></a> (Fall 2019)</li> 403 <li><a href="#"><strong>INFO1113: Object-Oriented Programming</strong></a> (Spring 2019)</li> 404 <li><a href="#"><strong>INFO1110: Introduction to Programming</strong></a> (Spring 2019)</li> 405 </ul> 406 </section> 407 </main> 408 </div> 409 410 <footer class="site-footer"> 411 © 2026 Pengwei Sui 412 </footer> 413 414
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