1<!DOCTYPE HTML> 2<html lang="en"> 3<head> 4 <title>Junda Su's Home Page</title> 5 <link rel="stylesheet" href="styles.css"> 6</head> 7 8<body style="font-family: Helvetica"> 9 <section id="sec-header"> 10 <table style="width:100%;"> 11 <td style="width:63%;"> 12 <h1 id="title">Junda Su's Home Page</h1> 13 </td> 14 <td style="width:37%;text-align: right;"> 15 <iframe src="https://free.timeanddate.com/clock/i9y3uijj/n3926/ahr/pd2/tt0/tw1/tm1/ta1/tb4" frameborder="0" width="140" height="40"></iframe> 16 </td> 17 </table> 18 </section > 19 <section id="sec-intro"> 20 <table style="width:100%;"> 21 <td style="width:63%;vertical-align:top;"> 22 <p style="width:80%;margin:0;"> 23 I am a first year PhD student at UCSD 24 <a href="https://datascience.ucsd.edu/">Data Science Department</a>, 25 fortunately advised by Prof. 26 <a href="https://cseweb.ucsd.edu/~haozhang/">Hao Zhang</a>. 27 I recently graduated from Rice University. 28 <br><br> 29 My research interests lie at the intersection of efficient ML and hardware-aware systems. 30 I am interested in developing efficient LLM algorithms, 31 as well as hardware-aware systems that accelerate these emerging architectures. 32 </p> 33 <p> 34 <b>Email</b>: [first_name][last_name] at ucsd.edu 35 </p> 36 <p> 37 Also known as: David | Chinese Name: èä¿è¾¾ 38 </p> 39 <section id="sec-links"> 40 <a href="https://github.com/Davids048">Github</a> 41 | 42 <a href="https://scholar.google.com/citations?user=NuRgvAYAAAAJ">Scholar</a> 43 | 44 <a href="https://orcid.org/0009-0000-5557-2231">ORCID</a> 45 | 46 <a href="https://x.com/Junda_Su08">Twitter</a> 47 | 48 <a href="https://www.linkedin.com/in/junda-su-257124228/">Linkedin</a> 49 | 50 <a href="./data/cv.pdf">CV</a> 51 </section> 52 </td> 53 <td style="width:20%;text-align:right"> 54 <img style="width:100%;max-width:100%" src="./images/portrait.jpg" alt="My portrait."> 55 <p style="font-size:0.7em;margin-top:1px;margin-bottom:0;"> 56 Photo Credit: 57 <a href="https://www.linkedin.com/in/allensunhaiming/">Haiming Sun</a> 58 </p> 59 </td> 60 </table> 61 <hr> 62 <section id="sec-guide" style="text-align:center;"> 63 <a href="#News">News</a> 64 | 65 <a href="#Publications">Publications</a> 66 | 67 <a href="#Teaching">Teaching</a> 68 | 69 <a href="#Posts">Posts</a> 70 </section> 71 <section id="sec-news"> 72 <h2> 73 <a style="color: inherit; text-decoration: none; cursor: default;" name="News">News</a> 74 </h2> 75 <ul> 76 <li> 77 <b>[2025/05]</b> Graudated from Rice University. 78 </li> 79 </ul> 80 </section> 81 <section id="sec-publications"> 82 <h2> 83 <a style="color: inherit; text-decoration: none; cursor: default;" name="Publications">Publications</a> 84 </h2> 85 <p> 86 * indicates equal contribution 87 </p> 88 <ul id="list-publications"> 89 <li class="li-publication"> 90 <a href="https://arxiv.org/abs/2410.06364">Sketch to Adapt: Fine-Tunable Sketches for Efficient LLM Adaptation</a><br> 91 Tianyi Zhang*, <b>Junda Su*</b>
91, Aditya Desai, Oscar Wu, Zhaozhuo Xu, Anshumali Shrivastava <br> 92 <b>ICML 2025</b> <br> 93 </li> 94 <li class="li-publication"> 95 <a href="https://aclanthology.org/2024.findings-emnlp.284/">In Defense of Structural Sparse Adapters for Concurrent LLM Serving</a><br> 96 <b>Junda Su</b>, Zirui Liu, Zeju Qiu, Weiyang Liu, Zhaozhuo Xu <br> 97 <b>Findings of EMNLP 2024</b> 98 </li> 99 <li class="li-publication"> 100 <a href="https://pubmed.ncbi.nlm.nih.gov/39416857/"> 101 Hierarchical Deep Learning for Autonomous Multilabel 102 Arrhythmia Detection and Classiï¬cation on <br> 103 Real-world Wearable ECG Data 104 </a><br> 105 Guangyao Zheng, Sunghan Lee, Jeonghwan Koh, Khushbu Pahwa, 106 Haoran Li, Zicheng Xu, Haiming Sun, <b>Junda Su</b>, Sung Pil Cho, 107 Sung Il Im, In cheol Jeong, Vladimir Braverman <br> 108 <b>Digital Health</b> 109 </li> 110 </ul> 111 </section> 112 <section id="sec-teaching"> 113 <h2> 114 <a style="color: inherit; text-decoration: none; cursor: default;" name="Teaching">Teaching</a> 115 </h2> 116 <ul id="list-teachings"> 117 <li class="li-teaching"> 118 COMP 318 - Concurrent Program Design - Fall 2024 <br> 119 Teaching Assistant 120 </li> 121 <li class="li-teaching"> 122 COMP 321 - Introduction to Computer Systems - Spring 2024 <br> 123 Teaching Assistant | <a href="https://www.clear.rice.edu/comp321/">[Course Website]</a> 124 </li> 125 <li class="li-teaching"> 126 COMP 382 - Reasoning About Algorithms - Fall 2023 <br> 127 Teaching Assistant 128 </li> 129 <li class="li-teaching"> 130 COMP 182 - Algorithm Thinking - Spring 2023<br> 131 Teaching Assistant 132 </li> 133 </ul> 134 </section> 135 136 <p style="font-size:0.8em"; id="last-updated"> 137 Last Updated: Sept, 2025 138 </p> 139 <!-- <section id="sec-posts"> --> 140 <!-- <h2> --> 141 <!-- <a style="color: inherit; text-decoration: none; cursor: default;" name="Posts">Posts</a> --> 142 <!-- </h2> --> 143 <!-- </section> --> 144</body> 145</html>
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