Byeongho Heo
AI Research Scientist at NAVER Corp
South Korea
Summary
👤
Senior🎓
Top SchoolByeongho Heo is an AI research scientist and technical leader with a decade of experience building and guiding AI teams across NAVER and Seoul National University. He combines deep academic training from Seoul National University with hands-on research and product-focused roles, transitioning from PhD candidate and visiting assistant professor to research scientist and technical lead. At NAVER and NAVER Cloud he has led applied research projects and technical teams, bridging cutting-edge AI research with cloud-scale deployment. Known for navigating both academic and industry environments, he brings pragmatic expertise in turning research prototypes into production-ready systems. Based in South Korea, he maintains an active research profile at NAVER AI Lab while continuing to mentor and lead cross-functional engineering efforts.
11 years of coding experience
6 years of employment as a software developer
석박통합과정 전기 컴퓨터 공학부, 석박통합과정 전기 컴퓨터 공학부 at Seoul National University
Korean, English
Github Skills (50)
hidden10
model-compression10
deep-learning10
self-attention10
action-recognition10
norm10
activation10
data-augmentation10
pytorch9
optimizer9
audio-processing9
gluon9
paddle9
matconvnet9
data-processing9
Programming languages (3)
Github contributions (5)
clovaai/overhaul-distillation
Sep 2019 - Jun 2020
Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)
Contributions:8 commits, 1 PR, 6 pushes in 9 months
pytorchknowledge-distillationknowledge-transferteacher-studentnetwork-compression
bhheo/AB_distillation
Nov 2018 - Sep 2019
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)
Contributions:10 commits, 3 PRs, 7 pushes in 9 months
pytorchboundariesdistillationactivationknowledge
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