Hi! I am a 4th year Ph.D. student in the School of Computing at KAIST. I am working with Juho Kim as part of KIXLAB.
My research interests in Human-Computer Interaction lie in video understanding and interaction. In particular, I leverage HCI and AI techniques to comprehend video content and aim to advance interactive technologies that empower users to create and consume video content more effectively. create videos.

Keywords: Human-AI Interaction; Video Interaction; Multimodal Understanding; Generative AIs

News

  • ๐Ÿ›ซ (May. 2024) Attending CHI 2024 in Hawaii! Let's have a chat :)
  • ๐Ÿ“ (Apr. 2024) 2 Papers accepted to CVPR 24 LPVL workshop!
  • ๐Ÿ‘ฉโ€๐Ÿ’ผ (Mar. 2024) I'll be interning at Adobe Seattle this summer! ๐Ÿ‡บ๐Ÿ‡ธ
  • ๐Ÿ‘ฉโ€๐Ÿ’ผ (Mar. 2024) Serving as a program committee member for CVPR 24 workshop on procedural videos (LPVL).
  • ๐Ÿ›ซ (Mar. 2024) Attended IUI 2024 in Greenville!๐Ÿ‡บ๐Ÿ‡ธ
  • ๐Ÿ›ซ (Feb. 2024) Attended AAAI 2024 in Vancouver!๐Ÿ‡จ๐Ÿ‡ฆ
  • ๐Ÿ“ (Jan. 2024) My Autodesk internship paper has been accepted to CHI 2024!
  • ๐Ÿ“ (Dec. 2023) Our paper on AI-assited video editing has been accepted to IUI 2024!
  • ๐Ÿ“ (Dec. 2023) My LG AI internship paper on Video QA has been accepted to AAAI 2024!

Publications

Conference and Journal Papers

AQuA: Automated Question-Answering in Software Tutorial Videos with Visual Anchors

Saelyne Yang, Jo Vermeulen, George Fitzmaurice, Justin Matejka

CHI 2024
[pdf]
ExpressEdit: Video Editing with Natural Language and Sketching

Bekzat Tilekbay, Saelyne Yang, Michal A Lewkowicz, Alex Suryapranata, Juho Kim

IUI 2024
YTCommentQA: Video Question Answerability in Instructional Videos

Saelyne Yang, Sunghyun Park, Yunseok Jang, Moontae Lee

AAAI 2024
Towards Content-based Pixel Retrieval in Revisited Oxford and Paris

Guoyuan An, Woo Jae Kim, Saelyne Yang, Rong Li, Yuchi Huo, Sungeui Yoon

ICCV 2023
[pdf] [dataset]
Beyond Instructions: A Taxonomy of Information Types in How-to Videos

Saelyne Yang, Sangkyung Kwak๏นก, Juhoon Lee๏นก, Juho Kim

CHI 2023
AVscript: Accessible Video Editing with Audio-Visual Scripts

Mina Huh, Saelyne Yang, Yi-Hao Peng, Xiang โ€˜Anthonyโ€™ Chen, Young-Ho Kim, Amy Pavel

CHI 2023
[pdf]
CatchLive: Real-time Summarization of Live Streams with Stream Content and Interaction Data

Saelyne Yang, Jisu Yim, Juho Kim, Hijung Valentina Shin

CHI 2022
SoftVideo: Improving the Learning Experience of Software Tutorial Videos with Collective Interaction Data

Saelyne Yang, Jisu Yim, Aitolkyn Baigutanova, Seoyoung Kim, Minsuk Chang, Juho Kim

IUI 2022
Snapstream: Snapshot-based Interaction in Live Streaming for Visual Art

Saelyne Yang, Changyoon Lee, Hijung Valentina Shin, Juho Kim

CHI 2020
What Makes It Hard for Users to Follow Software Tutorial Videos?

Saelyne Yang, Juho Kim

HCI Korea 2020
[pdf]

Posters, Demos, and Workshop Papers

Fine-Grained Action Understanding with Tools in Instructional Videos

Saelyne Yang, Jaesang Yu, Jae Won Cho, Juho Kim

[pdf]
Improving Video Interfaces by Presenting Informational Units of Videos

Saelyne Yang, Sankyung Kwak, Tae Soo Kim, Juho Kim

[pdf]

Experiences

  • Autodesk Research
    Reserach Intern, HCI & Visualization Group (Jun. 2023 - Sep. 2023)
    Host: Jo Vermeulen, Justin Matejka, George Fitzmaurice
  • LG AI Research
    Reserach Intern, Advanced ML Lab (Oct. 2022 - Feb. 2023)
    Host: Moontae Lee
  • Adobe Research
    Reserach Intern, Creative Technologies Lab (Jun. 2020 - Sep. 2020)
    Host: Hijung Valentina Shin
  • ACRYL
    Software Engineer Intern (Jan. 2018 - Feb. 2018)

Awards & Honors

  • AAAI Student Scholar (2024)
  • Google Student Travel Grant (2023)
  • NAVER PhD Fellowship (2022)
  • Special Recognition for Outstanding Reviews (CSCW 2023)
  • Special Recognition for Outstanding Reviews (CHI 2022)
  • Inseong Fellow, KAIST (2021)
  • An Outstanding TA Award, KAIST (2021 Spring, 2022 Spring)
  • An Outstanding MS Thesis Award, KAIST (2021)
  • Kwanjeong Scholarship (2019-20)
  • Google WTM Scholarsip (2018)
  • Dean's List, School of Computing, KAIST (2018 Spring)

Education

  • Ph.D. in School of Computing, KAIST (Mar. 2021 - Present)
    GPA: 4.16/4.3, Advisor: Prof. Juho Kim
  • M.S. in School of Computing, KAIST (Mar. 2019 - Feb. 2021)
    An Outstanding MS Thesis Award, Advisor: Prof. Juho Kim
  • B.S. in School of Computing, KAIST (Mar. 2015 - Feb. 2019)
    Magna Cum Laude