Hi! My name is Sunghwan Kim, pronounced “Sung-Hwahn” (su as in “sun”). I am a PhD student at UC San Diego, working at Existential Robotics Laboratory under the guidance of Prof. Nikolay Atanasov.
Previously, I was a research officer at the Agency for Defense Development (ADD), the South Korean counterpart to the U.S. DARPA. I received my B.S. in Electrical Engineering and Mathematics (double major) at KAIST.
My research goal is to enable mobile robots to perform long-horizon tasks in large-scale environments. Currently, I am focusing on building neural representations for robot policy learning. I am interested in the following topics:
Implicit neural representations
Latent feature mapping
Neural SLAM
Mobile manipulation
Seeing the Bigger Picture: 3D Latent Mapping for Mobile Manipulation Policy Learning Sunghwan Kim,
Woojeh Chung,
Yulun Tian,
Zhirui Dai,
Arth Shukla,
Hao Su,
Nikolay Atanasov
RSS 2025 Workshop on Mobile Manipulation (Oral presentation)
RSS 2025 Workshop on Learned Robot Representations (Best paper finalist)
paper
Texture Learning Domain Randomization for Domain Generalized Segmentation Sunghwan Kim, Dae-hwan Kim, Hoseong Kim
ICCV, 2023 code /
paper
Data Gathering Trials for the Development of Military Imaging Systems
Maria Niebla, Duncan L. Hickman, Eunjin Koh, Chanyong Lee, Hoseong Kim, Chaehyeon Lim, Sunghwan Kim Proc. SPIE, Electro-Optical and Infrared Systems, 2023 paper