Yeonwoo Jeong
Computer Science Researcher
I have obtained my Ph.D. in Computer Science and Engineering at Seoul National University, advised by Hyun Oh Song. I previously graduated from Seoul National University in 2018 with a B.S. in electrical and computer engineering.
My research interest is efficient combinatorial optimization with deep learning algorithms. I handled several combinatorial optimization problems including energy minimization problems and QCQP in several domains: Hashing, disentanglement, and network lightweighting. I'm confident in formulating optimization problems and solve with efficient algorithm design.
Recent News
I served as a technical research personnel in Seoul National University (2021-2024).
Publications
End-to-End Efficient Representation Learning via Cascading Combinatorial Optimization
Yeonwoo Jeong, Yoonsung Kim, Hyun Oh Song
IEEE Computer Vision and Pattern Recognition (CVPR), 2019
Learning Discrete and Continuous Factors of Data via Alternating Disentanglement
Yeonwoo Jeong, Hyun Oh Song
International Conference on Machine Learning (ICML), 2019
EMI: Exploration with Mutual Information
Hyoungseok Kim, Jaekyeom Kim, Yeonwoo Jeong, Sergey Levine, Hyun Oh Song
International Conference on Machine Learning (ICML), 2019
Long talk (159/3424=4.6%)
