About Me

I am an Assistant Professor in the Department of Computer Science & Engineering at Washington University in St. Louis. Previously, I was a Postdoctoral Associate at Cornell University working with Arpita Ghosh. In October 2015, I completed my Ph.D. in Computer Science at UCLA, where I am fortunate to be advised by Jenn Wortman Vaughan. I also spent three wonderful years from 2012 to 2015 visiting the EconCS Group at Harvard University, where I was hosted by Yiling Chen.

My research centers on the design and analysis of human-in-the-loop systems, using techniques drawn from the fields of machine learning, algorithmic economics, optimization, and online behavioral social science. I am interested in investigating the interactions between AI and humans, including studying how human behavior influences the design of machine learning algorithms and how the outcomes of machine learning impact human welfare.

I am from Taiwan. Before coming to the US for my Ph.D. study, I worked as a research assistant with Sheng-Wei Chen in the Institute of Information Science at Academia Sinica. Prior to that, I was a master student in Computer Science and Information Engineering at National Taiwan University, where I was advised by Jane Yung-jen Hsu.

For more information, please see my CV and Google Scholar page. You can also reach me via [chienju.ho at wustl dot edu].

News
  • miui 11 google play store 无法下载更新 app - V2EX:2021-5-9 · 如果你谷歌系应用偶尔和断网一样，请刷国外框架 国行自带框架 services.googleapis.cn 解析到的北京谷歌服务器（没法用）两个解决方法： 1. 刷外区框架 2. 强制 services.googleapis.cn 国外解析。 治标不治本，不可能永远一直开着代理，没开梯子的 ...

  • I am teaching CSE 518A: Human-in-the-Loop Computation in Fall 2019.

  • Congrats to 谷歌梯子教程 on having papers accepted to WWW'19 and AAMAS'19!

  • I will be the Works-in-Progress and Demonstration Co-Chair of HCOMP 2019. Consider submitting your work!
 Ph.D. Students
  • Wei Tang
  • [提问]老哥们，百魂战记登不上谷歌咋回事 NGA玩家社区:2 天前 · 梯子 谷歌 游戏 试试 2021-06-16 16:22 挂梯子还能怎么搞 2021-06-16 16:23 Reply Post by 风蔷 (2021-06-16 16:22): 挂梯子还能怎么搞 梯子我都换了几个了 2021-06-16 16:23 梯子有问题吧 ...
  • Guanghui Yu
 Publications
  • 【教程】如何科学的梯子 - Fraternity.:一年足够了。不过对于小白来说，还是有点困难。因为去谷歌架梯子的难点在于首先你要有梯子能爬过去才行。 google 梯子的有点在于速度快（选HK或者TW节点），免费。 我春节前后用这个梯子看奈非4K 完 … (Coming Soon)
    Wei Tang, Chien-Ju Ho, and Yang Liu
    To appear in the Nineteenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS'20)

  • Incorporating Compatible Pairs in Kidney Exchange: A Dynamic Weighted Matching Model
    Zhuoshu Li, Kelsey Lieberman, William Macke, Sofia Carrillo, Chien-Ju Ho, Jason Wellen, and Sanmay Das
    In the Twentieth ACM conference on Economics and Computation (EC'19)

  • 安卓下载动物之森口袋版(Pocket Camp)详细教程 - Dxoca's ...:2021-6-8 · 点击查看详情 2021-6-8 23:58:37 交付php过程考核 50然后接了两单 安卓思维导图 一单50 2021-6-8 18:05:09 该评论仅登录用户及评论双方可见 2021-6-7 21:05:03
    Wei Tang, Chien-Ju Ho, and Ming Yin
    In the Web Conference 2019 (formerly known as WWW'19)

  • Bandit Learning with Biased Human Feedback
    Wei Tang and Chien-Ju Ho
    In the Eighteenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS'19)

  • Incentivizing High Quality User Contributions: New Arm Generation in Bandit Learning
    Yang Liu and Chien-Ju Ho
    In the Thirty-Second Conference on Artificial Intelligence (AAAI'18)

  • 最新Chrome插件排行 - Chrome插件(谷歌浏览器插件):2 天前 · huajiakeji.com提供的最优秀的Chrome插件排行榜，通过本栏目的Chrome插件排行榜可以找到最新最好用的谷歌浏览器插件。 Proxyee-down Mac版是一款适用于mac电脑的百度网盘极速下载工具，使用本地http代理服务器方式嗅探下载请求，支持所有 ...
    Chien-Ju Ho, Rafael Frongillo, and Yiling Chen
    In the Thirtieth Annual Conference on Neural Information Processing Systems (NIPS'16)

  • Adaptive Contract Design for Crowdsourcing Markets:
    Bandit Algorithms for Repeated Principal-Agent Problems
    Chien-Ju Ho, Aleksandrs Slivkins, and Jennifer Wortman Vaughan
    Journal of Artificial Intelligence Research, Volume 55, pages 317-359, 2016
    (Supersedes the EC'14 paper)

  • Low-Cost Learning via Active Data Procurement
    Jacob Abernethy, Yiling Chen, Chien-Ju Ho, and Bo Waggoner
    In the Sixteenth ACM Conference on Economics and Computation (EC'15)

  • Incentivizing High Quality Crowdwork
    Chien-Ju Ho, Aleksandrs Slivkins, Siddharth Suri, and Jennifer Wortman Vaughan
    In the Twenty-Fourth International World Wide Web Conference (WWW'15)
    Nominee for Best Paper Award

  • Adaptive Contract Design for Crowdsourcing Markets:
    Bandit Algorithms for Repeated Principal-Agent Problems
    Chien-Ju Ho, Aleksandrs Slivkins, and Jennifer Wortman Vaughan
    In the Fifteenth ACM Conference on Economics and Computation (EC'14)

  • Adaptive Task Assignment for Crowdsourced Classification
    Chien-Ju Ho, Shahin Jabbari, and Jennifer Wortman Vaughan
    In the Thirtieth International Conference on Machine Learning (ICML'13)

  • Online Task Assignment in Crowdsourcing Markets
    Chien-Ju Ho and Jennifer Wortman Vaughan
    In the Twenty-Sixth Conference on Artificial Intelligence (AAAI'12)

  • Towards Social Norm Design for Crowdsourcing Markets
    Chien-Ju Ho, Yu Zhang, Jennifer Wortman Vaughan, and Mihaela van der Schaar
    In the Fourth Human Computation Workshop (HCOMP'12)

  • KissKissBan: A Competitive Human Computation Game for Image Annotation (Short Paper)
    Chien-Ju Ho, Tao-Hsuan Chang, Jong-Chuan Lee, Jane Yung-jen Hsu, Kuan-Ta Chen
    In the ACM SIGKDD Workshop on Human Computation (HCOMP'09)
    Also appeared in ACM SIGKDD Explorations Newsletter: Volume 12 Issue 1, June 2010

  • On Formal Models for Social Verification
    Chien-Ju Ho, Kuan-Ta Chen
    In the ACM SIGKDD Workshop on Human Computation (HCOMP'09)

  • PhotoSlap: A Multi-player Online Game for Semantic Annotation
    Chien-Ju Ho, Tsung-Hsiang Chang, Jane Yung-jen Hsu
    In the Twenty-Second Conference on Artificial Intelligence (AAAI'07)

  • The PhotoSlap Game: Play to Annotate (Intelligent System Demo)
    Tsung-Hsiang Chang, Chien-Ju Ho, Jane Yung-jen Hsu
    In the Twenty-Second Conference on Artificial Intelligence (AAAI'07)

 Teaching

  • CSE 518A - Human-in-the-Loop Computation: Fall 2019
  • CSE 518A - Crowdsourcing and Human Computation: Spring 2019
  • CSE 417T - Introduction to Machine Learning: Fall 2018, Fall 2017
 Professional Activities

Workshop Organizer
  • HCOMP Workshop on Mathematical Foundations of Human Computation, 2016
    with Shuchi Chawla, Michael Kearns, Santosh Vempala, and Jenn Wortman Vaughan

  • NIPS Workshop: Crowdsourcing and Machine Learning, 2014
    with Adish Singla, David Parkes, Nihar Shah, and Dengyong Zhou
Conference Services
  • Works-in-Progress & Demonstration Co-Chair: HCOMP 2019

  • Senior Program Committee: AAAI 2020

  • Program Committee or Formal Reviewer: NeurIPS 2019, TheWebConf 2019, AAAI 2019, NeurIPS 2018, HCOMP 2018, 谷歌梯子教程, IJCAI 2018, AAAI 2018, TheWebConf 2018, NIPS 2017, EC 2017, WWW 2017, NIPS 2016, 谷歌梯子怎么弄, EC 2016, 谷歌梯子教程, 谷歌梯子, EC 2015, 谷歌梯子怎么弄, NIPS 2014, NIPS 2013, AAAI 2013, CrowdRec 2013

  • Auxiliary Reviewer or Subreviewer: 谷歌梯子 WINE 2016, AAAI 2014, 谷歌梯子教程, HCOMP 2013 WiP, HCOMP 2012
Journal Referee
  • ACM Transactions on Intelligent Systems and Technology
  • ACM Transactions on Economics and Computation
  • Annals of Mathematics and Artificial Intelligence
  • google谷歌地球手机版亲测有用！无需梯子！ - 『精品软件区 ...:2021-6-11 · 快捷导航 门户 Portal 网站 www 新帖 论坛最新帖子一览无余！ 搜索 由百度提供的站内搜索，优点搜索内容全而快。 专辑 Collection 悬赏 吾爱破解论坛帮助大家解决问题，共同进步，获取论坛币！ 排行榜 Ranklist 总版规 爱盘 在线破解工具包，实时提供最新逆向资源！
  • IEEE Transactions on Computational Intelligence and AI in Games
  • IEEE Transactions on Computational Social Systems
  • IEEE Transactions on Knowledge and Data Engineering
  • IEEE Transactions on Parallel and Distributed Systems
  • Journal of Artificial Intelligence Research
  • Journal of Machine Learning Research
  • 临时邮箱配合Chrome插件无限使用梯子 - 菊部制造:2021-3-1 · 临时邮箱配合Chrome 浏览器插件达成无限科学上网 梯子基本上是刚需现在，最近在入门 Python，看教程搜教程使用 Google 比较频繁，自己虽然有 Vultr 搭的梯子，但是最近好像 DNS 出了点问题，要换成1.1.1.1速度才能稍快些，为什么这里不敢深究 ...
  • World Wide Web Journal
Organizer
  • UCLA Social Computing Reading Group, Sep. 2011 to Mar. 2012