Hi! I am a third-year PhD student in Department of Computer Science, Stanford University, advised by Prof. Dan McFarland and Prof. Dan Jurafsky. In previous quarters, I rotated with Prof. Michael Bernstein and Prof. Jure Leskovec, and collaborated with Prof. Melissa Valentine and Prof. Julien Clement.
I received my bachelor degree (with honors) from Department of Electronic Engineering, Tsinghua University in 2018. I studied as an exchange student in A. James Clark School of Engineering, University of Maryland, College Park in Fall 2016.
I have been a research assistant in Future Communications and Internet Lab, Tsinghua University, advised by Prof. Yong Li and Prof. Vassilis Kostakos (University of Melbourne) since 2015. In Fall 2016, I was fortunate enough to work under the supervision of Distinguished University Professor Prof. Hanan Samet at University of Maryland. In Summer 2017, I was a visiting student and research assistant at Human Dynamics Group, MIT Media Lab, advised by Prof. Alex 'Sandy' Pentland and Prof. Xiaowen Dong.
My research interests broadly lie in computational social science, social computing, data science and human centered AI. I am passionate about understanding humanity at scale through a mixture of data mining, NLP and HCI methods.News: [Sep 2020] Paper on classifying team viability through machine learning accepted to CSCW'20, with Mark Whiting, Michael Bernstein and others! See you at CSCW'20! News: [Sep 2020] Paper on understanding idea transfer from academia to practice accepted to EMNLP'20 Findings, with Mengjie Cheng, Xiang Ren, Dan McFarland and others. News: [July 2020] One paper on the role of intermediaries on social commerce platform accepted to CSCW'20, one paper on human mobility modelling accepted to UbiComp'20.
Sep. 2018 - Jun. 2023 (Expected), Department of Computer Science, Stanford University,
Doctor of Philosophy.
Aug. 2014 - Jul. 2018, Department of Electronic Engineering, Tsinghua University,
Bachelor of Engineering (with honors).
Aug. 2016 - Dec. 2016, A. James Clark School of Engineering, University of Maryland, College Park,
Jun. 2017 - Sep. 2017, Human Dynamics Group, Media Laboratory, Massachusetts Institute of Technology,
Visiting Student and Research Assistant.
Jul. 2018 - Sep. 2018, Map Service, Mobile Internet Group, Tencent Inc
H. Cao, V. Yang, V. Chen, Y. Lee, L. Stone, N. Diarrassouba, M. Whiting, M. Bernstein, My Team Will Go On: Differentiating High and Low Viability Teams through Team Interaction, to appear in CSCW 2020.
Z. Chen, H. Cao, F. Xu, M. Cheng, T. Wang, Y. Li, Understanding the Role of Intermediaries in Online Social E-commerces: an Exploratory Study of Beidian, to appear in CSCW 2020.
H. Cao*, M. Cheng*, Z. Cen*, D. McFarland, X. Ren, Will This Idea Spread Beyond Academia? Understanding Knowledge Transfer of Scientific Concepts across Text Corpora, to appear in EMNLP(Findings) 2020 .
Z. Chen, H. Cao, H. Wang, F. Xu, V. Kostakos, Y. Li, Will You Come Back / Check-in Again? Understanding Characteristics Leading to Urban Revisitation and Re-check-in, in PACM IMWUT (UbiComp 2020). [pdf][doi]
T. Zhen, H. Cao, E. Lagerspetz, Y. Fan, H. Flores, S. Tarkoma, P. Nurmi, Y. Li, Demographics of Mobile App Usage: Long-Term Analysis of Mobile App Usage, to appear in Springer TPCI.
I was a member of Tsinghua Student Art Troupe Clavier team and served as vice captain in 2015 and 2016. I have been playing classical piano since 2001 and attained the highest level for amateur player in 2008. I also play the trombone and attained the highest level in 2007.
I enjoy works by Ludwig van Beethoven (who provides me with immense power when I'm feeling down), Johannes Brahms, Franz Schubert, J.S. Bach, Claudio Monteverdi, Anton Bruckner, Gabriel Fauré, Claude Debussy and Alexander Scriabin. Glenn Gould, Yehudi Menuhin, Sergiu Celibidache, Maria Callas are some of my favourite interpreters.Right now I am practicing Beethoven's piano sonata No.30 (OP. 109). I would love to try chamber music as well, e.g., Brahms violin sonata No.1 (Op.78) and Schubert's fantasy for piano four hands (D.940).
I enjoy British poems, Chinese modern literature, visual arts (painting, sculpture and architecture), history and social science. I am especially passionate about the field of social history (where I have drawn inspirations for my research).
I am also keen on sharing my knowledge with others. I was captain of volunteer docents at Shanghai Soong Ching-ling Memorial Residence in 2012 and 2013.
I enjoy swimming (I was a member of Tsinghua EE swimming team), jogging, table tennis and working out. Currently I am learning Taekwondo and Karate, and I plan to start on rock climbing and camping.Ping me if you are interested as well!