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 Welcome to my academic homepage! This is my little homestead on the internet about my academic interests. Check out my projects below."><meta name=author content="Houjun Liu"><link rel=stylesheet href=/css/global.css><link rel=stylesheet href=/css/syntax.css></head><body><div class=center-clearfix><div style="padding:20px 0 30px"><main><article><div><h1 style=display:inline-block>👋 Howdy, I'm Houjun Liu!</h1><p>I&rsquo;m a first-year undergraduate student in the Computer Science Department at <a href=https://www.stanford.edu/>Stanford University</a>, advised by Prof. <a href=https://mykel.kochenderfer.com/>Mykel Kochenderfer</a>. I&rsquo;m interested in <strong><strong>Natural Language Processing</strong></strong> and <strong><strong>Speech Language Sample Analysis</strong></strong>, specifically, in making large models solve cool problems through better algorithmic approaches, and exploring their applications.</p><p>Welcome to my academic homepage! This is my little homestead on the internet about my academic interests. Check out <strong><strong><a href=#projects>my projects</a></strong></strong> below. If you want to know more about the rest of my life, feel free to <a href=https://www.jemoka.com/>visit my website</a>!</p><div style="background-color:#f0f0f0;padding:1px 10px;border-radius:5px;margin-top:20px"><div style="margin:10px 0"><span style=color:#262626;font-weight:500;color:#292929;opacity:.6;font-size:14px>Recent goings on</span><div style="margin-top:10px;display:grid;column-gap:20px;row-gap:5px;grid-template-columns:120px auto"><span style=font-weight:500>Feb. 26-27, 24'</span> <span>AAAI 2024! See y'all in Vancouver!</span>
 <span style=font-weight:500>Dec. 15, 23'</span> <span>Paper (NACC) Accepted by W3PHAI-24</span>
 <span style=font-weight:500>Dec. 3, 23'</span> <span>Released <a target=_top target=_top href=https://huggingface.co/talkbank/CHATUtterance-en>TalkBank Utterance Model</a></span>
-<span style=font-weight:500>Jun. 22, 23'</span> <span>Paper (Batchalign) <a target=_top href=https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10555460/ target=_top>Published</a> by JSLHR</span></div></div></div><p>Shoot me an email at <code>[firstname] at stanford dot edu</code>, or, if you are around Stanford, <a href=https://cal.com/houjun/dinner>grab dinner with me</a> :)</p><h2 id=about>About</h2><p>I am a research engineer at the <a href=https://talkbank.org/>TalkBank Project</a> at CMU under the supervision of Prof. Brian MacWhinney, where I develop better <a href=https://huggingface.co/talkbank/>models</a> and <a href=https://github.com/talkbank/batchalign2>tools</a> for clinical language sample analysis. I also work with the Stanford NLP Group, under direction of Prof. Chris Manning, on using neural models to solve semantic and syntax tagging tasks efficiently with <a href=https://github.com/stanfordnlp/stanza>Stanza</a>. Finally, I am a research assistant with Prof. <a href=https://xinliu.engineering.ucdavis.edu/>Xin Liu</a> at UC Davis and at <a href=https://health.ucdavis.edu/alzheimers/>UC Davis Health</a>, where I use transformer models to push our understanding of dementia.</p><p>In industry, I lead the development of <a href=https://www.condution.com/>Condution</a>, <a href=https://simon.shabang.io/>simon</a>, and am a managing partner at <a href=https://www.shabang.io/>#!/Shabang</a>. Previously, I worked as a consulting ML engineer at <a href=https://www.dragonfruit.ai/>Dragonfruit AI</a> under the AI Operations team.</p><h2 id=projects>Projects</h2><div style="padding:15px 0"><div style=font-weight:500;font-size:14px;opacity:.5>UC Davis Health (2023)</div><div style=font-weight:500>A Transformer Approach to Congnitive Impairment Classification and Prediction</div><div><u>Liu, H.</u>, Weakley, A.M., Zhang, J., Liu, X.</div><div style=padding-top:5px;transform:translateX(-2px)><span class=tag><a target=_top href="https://docs.google.com/presentation/d/1J5WUGUXbVlG5Fl4cQdu6FuNVFTPB2NTW/edit?usp=sharing&ouid=112528726606349722398&rtpof=true&sd=true">Talk@NACC</a></span><span class=tag>Short Paper@W3PHAI-24 (In Press)</span></div></div><div style="padding:15px 0"><div style=font-weight:500;font-size:14px;opacity:.5>TalkBank (2023)</div><div style=font-weight:500>Automation of Language Sample Analysis</div><div><u>Liu, H.</u>, MacWhinney, B., Fromm, D., Lanzi, A.</div><div style=padding-top:5px;transform:translateX(-2px)><span class=tag><a target=_top href=https://pubs.asha.org/doi/10.1044/2023_JSLHR-22-00642>Journal Article@JSLHR</a></span>
+<span style=font-weight:500>Jun. 22, 23'</span> <span>Paper (Batchalign) <a target=_top href=https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10555460/ target=_top>Published</a> by JSLHR</span></div></div></div><p>Shoot me an email at <code>[firstname] at stanford dot edu</code>, or, if you are around Stanford, <a href=https://cal.com/houjun/dinner>grab dinner with me</a> :)</p><h2 id=about>About</h2><p>I am a research engineer at the <a href=https://talkbank.org/>TalkBank Project</a> at CMU under the supervision of Prof. Brian MacWhinney, where I develop better <a href=https://huggingface.co/talkbank/>models</a> and <a href=https://github.com/talkbank/batchalign2>tools</a> for clinical language sample analysis. I also work with the Stanford NLP Group, under direction of Prof. Chris Manning, on using neural models to solve semantic and syntax tagging tasks efficiently with <a href=https://github.com/stanfordnlp/stanza>Stanza</a>. Finally, I am a research assistant with Prof. <a href=https://xinliu.engineering.ucdavis.edu/>Xin Liu</a> at UC Davis and at <a href=https://health.ucdavis.edu/alzheimers/>UC Davis Health</a>, where I use transformer models to push our understanding of dementia.</p><p>In industry, I lead the development of <a href=https://www.condution.com/>Condution</a>, <a href=https://simon.shabang.io/>simon</a>, and am a managing partner at <a href=https://www.shabang.io/>#!/Shabang</a>. Previously, I worked as a consulting ML engineer at <a href=https://www.dragonfruit.ai/>Dragonfruit AI</a> under the AI Operations team.</p><h2 id=projects>Projects</h2><div style="padding:15px 0"><div style=font-weight:500;font-size:14px;opacity:.5>UC Davis Health (2023)</div><div style=font-weight:500>A Transformer Approach to Congnitive Impairment Classification and Prediction</div><div><u>Liu, H.</u>, Weakley, A.M., Zhang, J., Liu, X.</div><div style=padding-top:5px;transform:translateX(-2px)><span class=tag><a target=_top href="https://docs.google.com/presentation/d/1J5WUGUXbVlG5Fl4cQdu6FuNVFTPB2NTW/edit?usp=sharing&ouid=112528726606349722398&rtpof=true&sd=true">Talk@NACC</a></span><span class=tag>In Press@W3PHAI-24 at AAAI</span></div></div><div style="padding:15px 0"><div style=font-weight:500;font-size:14px;opacity:.5>TalkBank (2023)</div><div style=font-weight:500>Automation of Language Sample Analysis</div><div><u>Liu, H.</u>, MacWhinney, B., Fromm, D., Lanzi, A.</div><div style=padding-top:5px;transform:translateX(-2px)><span class=tag><a target=_top href=https://pubs.asha.org/doi/10.1044/2023_JSLHR-22-00642>Journal Article@JSLHR</a></span>
 <span class=tag><a target=_top href=https://github.com/talkbank/batchalign2>Code@GitHub</a></span></div></div><div style="padding:15px 0"><div style=font-weight:500;font-size:14px;opacity:.5>TalkBank (2023)</div><div style=font-weight:500>DementiaBank: Theoretical Rationale, Protocol, and Illustrative Analyses</div><div>Lanzi, A., Saylor, A.K., Fromm, D., <u>Liu, H.</u>, MacWhinney, B., Cohen, M.L.</div><div style=padding-top:5px;transform:translateX(-2px)><span class=tag><a target=_top href=https://doi.org/10.1044/2022_AJSLP-22-00281>Journal Article@AJSLP</a></span></div></div><div style="padding:15px 0"><div style=font-weight:500;font-size:14px;opacity:.5>Nueva (2022)</div><div style=font-weight:500>ConDef: Automated Context-Aware Lexicography Using Large Online Encyclopedias</div><div><u>Liu, H.</u>, Sayyah, Z.</div><div style=padding-top:5px;transform:translateX(-2px)><span class=tag><a target=_top href=https://doi.org/10.1007/978-3-031-10464-0_41>Book Chapter@LNNS</a></span><span class=tag><a target=_top href=https://github.com/jklsnt/dictembed>Code@GitHub</a></span><span class=tag>Talk@SAI</span></div></div><div style="padding:15px 0"><div style=font-weight:500;font-size:14px;opacity:.5>Preprint (2021)</div><div style=font-weight:500>Towards Automated Psychotherapy via Language Modeling</div><div><u>Liu, H.</u></div><div style=padding-top:5px;transform:translateX(-2px)><span class=tag><a target=_top href=https://arxiv.org/abs/2104.10661>arXiv</a></span></div></div><h2 id=teaching>Teaching</h2><ul><li>2023- Teaching Assistant, Stanford Association for Computing Machinery (ACM) Chapter</li><li>2022-2023 Head TA (co-instructor and summer lecturer) at <a href=https://www.jemoka.com/posts/kbhaibridge_course_website/>AIFS AIBridge</a>, a program funded by UC Davis Food Science</li><li>2021-2023 Co-Developer, Research@Nueva, a high-school science education program</li></ul><h2 id=course-notes>Course Notes</h2><p>Some folks have mentioned that my course notes through classes at Stanford and before have been helpful. Feel free to browse my <a href=https://www.jemoka.com/posts/kbhstanford_courses_index/>Stanford UG Courses Index</a> if you want to check it out!</p><style>.tag{font-size:13px;margin:0 10px;margin-left:0;cursor:default}.tag>a{border:0!important}.tag>a:hover{border-bottom:0!important}</style><p><span style=font-size:10px>© 2019-2024 Houjun Liu. Licensed CC BY-NC-SA 4.0. This website layout is inspired by the lovely homepage of <a target=_top href=https://kareldo.github.io/research>Karel D&rsquo;Oosterlick</a>.</span></p></div></article></main></div></div></body></html>
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