I am Junyeop Bang, an M.S. student in Wireless Intelligence at Network Edge Lab at Korea University. My research interests are quantum computing and machine learning. My goal is to develop a pipeline that formulates quadratic unconstrained binary optimization problems from natural language and solves them using the quantum approximated optimization algorithm.
Wireless Networking
Quantum computing
Machine Learning
junyeop9981 AT korea DOT ac DOT kr
"A Study on the analysis of quantization-induced small object degradation in edge device VLM and compensation effect of hierarchical prompting"
Seunghyun Yoo, Sanghong Kim, Seokmin Kim, Junyeop Bang, and Hwangnam Kim
Proc. Korea Institute of Communications and Information Sciences, June 2026
"Optimality-Preserving Decomposition for Scalable QAOA in Natural-Language-Guided Multi-Drone Assignment"
Junyeop Bang, Byongho Lee, Dohyun An, Hwangnam Kim
arXiv:2606.14219 announced June 2026.
Languages: C/C++, Pyhton
Korean (Native)Â
English (Limited)