Sanghyun Byun

Perception | LG | Incoming PhD Student, University of Cambridge

Profile Photo

I am an incoming Ph.D. student at the University of Cambridge, working with Prof. Rafal Mantiuk. I currently work as a Research Scientist at LG Electronics Silicon Valley Emerging Technology Lab, CTO Office.

Previously, I received my M.S. in Computer Science (AI) at University of Southern California and B.S. in Computer Science & Engineering at University of California, Irvine. At UCI, I worked closely with Prof. Aditi Majumder on medical AI.

Research

My research focuses on Graphics (e.g., Neural Rendering), Computer Vision (e.g., Visual Representation, VLM), and Efficient AI (e.g., Adaptive Token, LLM Compression). My recent works explore:

News

  • [05/2025]: Graduated M.S. at USC.
  • [05/2024]: Started as AI Research Scientist at LG Electronics (Ongoing).

Selected Publications

Education

University of Cambridge
Ph.D. in Computer Science
2026 – Present (2030 Expected)
University of Southern California
M.S. in Computer Science (AI)
2023 – 2025
University of California, Irvine
B.S. in Computer Science & Engineering
2019 – 2023

Patents

Services

Reviewer

NeurIPS 2025, ESWA

Miscellaneous

I am an avid enthusiast of realistic simulators. You may occasionally find me on Escape from Tarkov or Squad. I enjoy playing golf and tennis. I served as president of Korean graduate golf club at USC.