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!DOCTYPE html>html langen>  head>  meta charsetutf-8 />  meta nameviewport contentwidthdevice-width, initial-scale1 />  meta nameauthor contentQuan Ze Chen>  meta namekeywords contentQuan Ze Chen Quanze Chen cqz cquanze resume CV homepage personal website portfolio/>  meta namedescription contentPersonal web site and profile page of Quan Ze Chen/>  title>Home | Quan Ze Chen/title>  link relcanonical hrefhttp://cqz.name/ />  link relapple-touch-icon sizes180x180 href/assets/icons/apple-touch-icon.png>  link relicon typeimage/png sizes32x32 href/assets/icons/favicon-32x32.png>  link relicon typeimage/png sizes16x16 href/assets/icons/favicon-16x16.png>  link relmanifest href/site.webmanifest>  link relstylesheet href/assets/css/style.css/>  link relstylesheet href/assets/css/academicons.css/>  link relstylesheet href/assets/css/fontawesome.css/>  link relstylesheet href/assets/css/brands.css/>/head>  body>    header>      section idcontact classcard>    div classpicture>    img src/assets/img/qr.png altQR Code />  /div>    h1 classfullname>Quan Ze Chen/h1>  p classposition>Postdoctoral Researcher/p>  p classaffiliation>AI & Democracy Foundation/p>  address classsocials>    p classemail>/p>        ul classsocial nav>                          li>a hrefhttps://twitter.com/cquanze target_blank titleTwitter>i classfa-brands fa-twitter fa-2x titleTwitter>/i>/a>/li>                                    li>a hrefhttps://github.com/cquanze target_blank titleGithub>i classfa-brands fa-github fa-2x titleGithub>/i>/a>/li>                                    li>a hrefhttps://linkedin.com/in/cquanze target_blank titleLinkedIn>i classfa-brands fa-linkedin fa-2x titleLinkedIn>/i>/a>/li>                                    li>a hrefhttps://bsky.app/profile/cqz.bsky.social target_blank titleBluesky>i classfa-brands fa-bluesky fa-2x titleBluesky>/i>/a>/li>                    /ul>      /address>/section>        nav classas-buttons>  ul>        li>a href/>Home/a>/li>        li>a href/publications>Publications/a>/li>        li>a href/portfolio>Portfolio/a>/li>        li>a href/cv.pdf>CV/a>/li>      /ul>/nav>  /header>    main>      section idintroduction>  h1 idabout-me>About Me/h1>p>I’m a researcher working at the a hrefhttps://aidemocracyfoundation.org/ target_blank>AI & Democracy Foundation/a>. Previously, I received my PhD from the a hrefhttps://cs.washington.edu/ target_blank>Paul G. Allen School of Computer Science & Engineering/a> at the a hrefhttps://washington.edu target_blank>University of Washington/a>, advised by a hrefhttps://homes.cs.washington.edu/~axz/ target_blank>Amy Zhang/a> in the a hrefhttps://social.cs.washington.edu/ target_blank>Social Futures Lab/a>. For more information, check out my a href/cv.pdf target_blank>CV/a>./p>h2 idresearch-interests>Research Interests/h2>p>My research interests lie at the intersection of human-computer interaction, AI governance, and social computing. Specifically, I’m interested in emph>building tools and frameworks that enable individuals, groups, and broader society to steer AI systems towards their needs and values/emph>. Additionally, I like to explore interaction techniques and workflows for emph>working with uncertainty and subjectivity/emph> in human judgments./p>/section>section idpublications>  h1>Publications  aside>  ul classnav>                li>a hrefhttps://scholar.google.com/citations?userTnBpKAoAAAAJ&hlen target_blank>i classai ai-google-scholar-square ai-3x>/i>/a>/li>                      li>a hrefhttps://www.semanticscholar.org/author/Quanze-Chen/3207763 target_blank>i classai ai-semantic-scholar-square ai-3x>/i>/a>/li>                      li>a hrefhttps://orcid.org/0000-0002-6500-8922 target_blank>i classai ai-orcid-square ai-3x>/i>/a>/li>            /ul>/aside>/h1>section classbibliography no-style>        h3>2025/h3>        article classpublication>  div classtitle>        a hrefhttps://dl.acm.org/doi/10.1145/3715928.3737487 target_blank>Case Law Grounding: Using Precedents to Align Decision-Making for Humans and AI/a>      /div>  div classauthors>          span classme>      Quan Ze Chen,      /span>                Amy X. Zhang            /div>  div classlinks>        span classvenue peer-reviewed>ACM CI/span>            a hrefhttps://dl.acm.org/doi/pdf/10.1145/3715928.3737487 target_blank>PDF/a>              /div>/article>        article classpublication>  div classtitle>        a hrefhttps://aclanthology.org/2025.findings-acl.41/ target_blank>SPICA: Retrieving Scenarios for Pluralistic In-Context Alignment/a>      /div>  div classauthors>          span classme>      Quan Ze Chen,      /span>                K.J. Kevin Feng,                      Chan Young Park,                      Amy X. Zhang            /div>  div classlinks>        span classvenue peer-reviewed>ACL Findings/span>            a hrefhttps://aclanthology.org/2025.findings-acl.41.pdf target_blank>PDF/a>              /div>/article>        article classpublication>  div classtitle>        a hrefhttps://icml.cc/virtual/2025/poster/40100 target_blank>Position: Democratic AI is Possible. The Democracy Levels Framework Shows How It Could Work/a>      /div>  div classauthors>                Aviv Ovadya,                      Kyle Redman,                      Luke Thorburn,                span classme>      Quan Ze Chen,      /span>                Oliver Smith,                      Flynn Devine,                      Andrew Konya,                      Smitha Milli,                      Manon Revel,                      K.J. Kevin Feng,                      Amy X. Zhang,                      Bilva Chandra,                      Michiel A.Bakker,                      Atoosa Kasirzadeh            /div>  div classlinks>        span classvenue peer-reviewed>ICML/span>            a href# target_blank>PDF/a>              /div>/article>        article classpublication>  div classtitle>        a hrefhttps://dl.acm.org/doi/full/10.1145/3706598.3713865 target_blank>PolicyCraft: Supporting Collaborative and Participatory Policy Design through Case-Grounded Deliberation/a>      /div>  div classauthors>                Tzu-Sheng Kuo,                span classme>      Quan Ze Chen,      /span>                Amy X. Zhang,                      Jane Hsieh,                      Haiyi Zhu,                      Kenneth Holstein            /div>  div classlinks>        span classvenue peer-reviewed>CHI/span>            a hrefhttps://dl.acm.org/doi/pdf/10.1145/3706598.3713865 target_blank>PDF/a>              /div>/article>        article classpublication>  div classtitle>        a hrefhttps://dl.acm.org/doi/10.1145/3706598.3713691 target_blank>End User Authoring of Personalized Content Classifiers: Comparing Example Labeling, Rule Writing, and LLM Prompting/a>      /div>  div classauthors>                Leijie Wang,                      Kathryn Yurechko,                      Pranati Dani,                span classme>      Quan Ze Chen,      /span>                Amy X. Zhang            /div>  div classlinks>        span classvenue peer-reviewed>CHI/span>            a hrefhttps://dl.acm.org/doi/pdf/10.1145/3706598.3713691 target_blank>PDF/a>              /div>/article>          h3>2024/h3>        article classpublication>  div classtitle>        a hrefhttps://dl.acm.org/doi/10.1145/3630106.3659048 target_blank>(A)I Am Not a Lawyer, But...: Engaging Legal Experts towards Responsible LLM Policies for Legal Advice/a>      /div>  div classauthors>                Inyoung Cheong,                      King Xia,                      K.J. Kevin Feng,                span classme>      Quan Ze Chen,      /span>                Amy X. Zhang            /div>  div classlinks>        span classvenue peer-reviewed>FAccT/span>            a hrefhttps://dl.acm.org/doi/pdf/10.1145/3630106.3659048 target_blank>PDF/a>              /div>/article>        article classpublication>  div classtitle>        a hrefhttps://dl.acm.org/doi/10.1145/3626252.3630795 target_blank>Bringing Social Computing to Secondary School Classrooms/a>      /div>  div classauthors>                Kianna Bolante,                      Kevin Chen,                span classme>      Quan Ze Chen,      /span>                Amy X. Zhang            /div>  div classlinks>        span classvenue peer-reviewed>SIGCSE TS/span>            a hrefhttps://dl.acm.org/doi/pdf/10.1145/3626252.3630795 target_blank>PDF/a>              /div>/article>          h3>2023/h3>        article classpublication>  div classtitle>        a hrefhttps://ojs.aaai.org/index.php/HCOMP/article/view/27559 target_blank>Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic Segmentation/a>      /div>  div classauthors>                Andre Ye,                span classme>      Quan Ze Chen,      /span>                Amy X. Zhang            /div>  div classlinks>        span classvenue peer-reviewed>HCOMP/span>            a hrefhttps://ojs.aaai.org/index.php/HCOMP/article/view/27559/27332 target_blank>PDF/a>              /div>/article>        article classpublication>  div classtitle>        a hrefhttps://dl.acm.org/doi/10.1145/3610074 target_blank>Judgment Sieve: Reducing Uncertainty in Group Judgments through Interventions Targeting Ambiguity versus Disagreement/a>      /div>  div classauthors>          span classme>      Quan Ze Chen,      /span>                Amy X. Zhang            /div>  div classlinks>        span classvenue peer-reviewed>CSCW/span>            a hrefhttps://dl.acm.org/doi/pdf/10.1145/3610074 target_blank>PDF/a>              /div>/article>        article classpublication>  div classtitle>        a hrefhttps://dl.acm.org/doi/10.1145/3610080 target_blank>Personalizing Content Moderation on Social Media: User Perspectives on Moderation Choices, Interface Design, and Labor/a>      /div>  div classauthors>                Shagun Jhaver,                      Alice Qian Zhang,                span classme>      Quan Ze Chen,      /span>                Nikhila Natarajan,                      Ruotong Wang,                      Amy X. Zhang            /div>  div classlinks>        span classvenue peer-reviewed>CSCW/span>            a hrefhttps://dl.acm.org/doi/pdf/10.1145/3610080 target_blank>PDF/a>              /div>/article>          h3>2022/h3>        article classpublication>  div classtitle>        a hrefhttps://dl.acm.org/doi/10.1145/3491102.3517505 target_blank>Designing Word Filter Tools for Creator-led Comment Moderation/a>      /div>  div classauthors>                Shagun Jhaver,                span classme>      Quan Ze Chen,      /span>                Detlef Knauss,                      Amy X. Zhang            /div>  div classlinks>        span classvenue peer-reviewed>CHI/span>            a hrefhttps://arxiv.org/pdf/2202.08818 target_blank>PDF/a>              /div>/article>        article classpublication>  div classtitle>        a hrefhttps://dl.acm.org/doi/abs/10.1145/3490099.3511141 target_blank>HINT: Integration Testing for AI-based features with Humans in the Loop/a>      /div>  div classauthors>          span classme>      Quan Ze Chen,      /span>                Tobias Schnabel,                      Besmira Nushi,                      Saleema Amershi            /div>  div classlinks>        span classvenue peer-reviewed>IUI/span>            a hrefhttps://dl.acm.org/doi/pdf/10.1145/3490099.3511141 target_blank>PDF/a>              /div>/article>          h3>2021/h3>        article classpublication>  div classtitle>        a hrefhttps://dl.acm.org/doi/abs/10.1145/3476076 target_blank>Goldilocks: Consistent Crowdsourced Scalar Annotations with Relative Uncertainty/a>      /div>  div classauthors>          span classme>      Quan Ze Chen,      /span>                Daniel S. Weld,                      Amy X. Zhang            /div>  div classlinks>        span classvenue peer-reviewed>CSCW/span>            a hrefhttps://arxiv.org/pdf/2108.01799 target_blank>PDF/a>              /div>/article>          h3>2019/h3>        article classpublication>  div classtitle>        a hrefhttps://dl.acm.org/doi/10.1145/3290605.3300761 target_blank>Cicero: Multi-Turn, Contextual Argumentation for Accurate Crowdsourcing/a>      /div>  div classauthors>          span classme>      Quan Ze Chen,      /span>                Jonathan Bragg,                      Lydia B. Chilton,                      Daniel S. Weld            /div>  div classlinks>        span classvenue peer-reviewed>CHI/span>            a hrefhttps://dl.acm.org/doi/pdf/10.1145/3290605.3300761 target_blank>PDF/a>              /div>/article>          h3>2016/h3>        article classpublication>  div classtitle>        a hrefhttps://aclanthology.org/Q16-1029/ target_blank>Optimizing Statistical Machine Translation for Simplification/a>      /div>  div classauthors>                Wei Xu,                      Courtney Napoles,                      Ellie Pavlick,                span classme>      Quan Ze Chen,      /span>                Chris Callison-Burch            /div>  div classlinks>        span classvenue peer-reviewed>ACL/span>            a hrefhttps://aclanthology.org/Q16-1029.pdf target_blank>PDF/a>              /div>/article>      /section>/section>section idportfolio>  h1>Gallery/h1>/section>    /main>    footer>Last built 2025-09-04/footer>  /body>/html>

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