Hello world! My name is Enhao Zhang. I'm a PhD student in Computer Science at the University of Washington, where I work with Magdalena Balazinska in the UW Database Group. I also closely collaborate with Ranjay Krishna.

[Curriculum Vitae (CV)]

[Google Scholar]

In 2020, I obtained my Bachelor's degree at the University of Michigan in Computer Science, and UM-SJTU Joint Institute, Shanghai Jiao Tong University in Electrical & Computer Engineering.

My research interests are Database Systems, Machine Learning and Human-Computer Interaction (HCI). I am currently working on video data management systems. At UM, I worked with Michael Cafarella on video databases. Also, I had a great honor to be advised by Nikola Banovic at the Computational HCI Lab, where we worked on method to explore Generative Adversarial Networks (GANs) for image generation.

Publications


VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building
Maureen Daum, Enhao Zhang, Dong He, Stephen Mussmann, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
VLDB 2024 (to appear), [paper][technical report][code][website]

EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions
Enhao Zhang, Maureen Daum, Dong He, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
VLDB 2023, [paper][technical report][code][video][website]

EQUI-VOCAL Demonstration: Synthesizing Video Queries from User Interactions
Enhao Zhang, Maureen Daum, Dong He, Manasi Ganti, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
VLDB 2023 Demo Track, [paper][code][website & video]

VOCAL: Video Organization and Interactive Compositional AnaLytics
Maureen Daum*, Enhao Zhang*, Dong He, Magdalena Balazinska, Brandon Haynes, Ranjay Krishna, Apryle Craig, Aaron Wirsing
CIDR 2022, [paper][video][2022 Madrona Prize Winner]

Method for Exploring Generative Adversarial Networks (GANs) via Automatically Generated Image Galleries
Enhao Zhang, Nikola Banovic
CHI 2021, [paper][website]

Education and Experience


  • University of Washington, Seattle, WA
    Sept. 2020 - Present
    • PhD in Computer Science
  • Snowflake, San Mateo, CA
    Jun. 2023 - Sept. 2023
    • PhD Software Engineer Intern, SQL Query Language Team
  • University of Michigan, Ann Arbor, MI
    Sept. 2018 - Apr. 2020
    • Bachelor of Science in Engineering in Computer Science, Summa Cum Laude
    • Overall GPA: 4.00/4.00
    • James B. Angell Scholar
  • Shanghai Jiao Tong University, Shanghai, China
    Sept. 2015 - Aug. 2020
    • Bachelor of Science in Electrical and Computer Engineering
    • Overall GPA: 3.97/4.00