Hyunho Yeo

hyunho5958@gmail.com | Google Scholar | Linkedin | CV

hyunho_pic_v3.jpg

I am a final-year Ph.D. student in Electrical Engineering at KAIST advised by Professor Dongsu Han. I received B.S. in Electrical Engineering from KAIST.

My research interests are broadly in networked systems and machine learning (ML) systems. Recently, my work has focused on applying ML to networked systems (especially video) to handle the fundamental limitations of traditional systems. In particular, I worked on two research directions - 1) AI for systems: incorporate ML with existing networked systems in a way that maximizes the benefit from ML, and 2) Systems for AI: accelerate and scale-out ML-augmented networked systems to make them more practical.

I’m currently on the job market. I’m looking for a US-based tech company where I can learn new things, tackle challenging problems, and build hyper-scale systems that have a real-world impact. Feel free to contact me!

selected publications (see all)

  1. SIGCOMM
    Engorgio: Neural Video Enhancement at Scale
    Hyunho Yeo, Hwijoon Lim, Jaehong Kim, Youngmok Jung, Juncheol Ye, and Dongsu Han
    In Proceedings of the ACM SIGCOMM 2022 conference on SIGCOMM (Will appear) Aug 2022
  2. MobiCom
    NEMO: Enabling Neural-Enhanced Video Streaming on Commodity Mobile Devices
    Hyunho Yeo, Chan Ju Chong, Youngmok Jung, Juncheol Ye, and Dongsu Han
    In Proceedings of the 26th Annual International Conference on Mobile Computing and Networking Aug 2020
  3. SIGCOMM
    Neural-Enhanced Live Streaming: Improving Live Video Ingest via Online Learning
    Jaehong Kim^, Youngmok Jung^,  Hyunho Yeo, Juncheol Ye, and Dongsu Han
    In Proceedings of the Annual Conference of the ACM Special Interest Group on Data Communication on the Applications, Technologies, Architectures, and Protocols for Computer Communication Aug 2020
  4. OSDI
    Neural Adaptive Content-aware Internet Video Delivery
    Hyunho Yeo, Youngmok Jung, Jaehong Kim, Jinwoo Shin, and Dongsu Han
    In 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18) Oct 2018