Byungjoo Kim

12 papers A* 1Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cost-Sensitive Freeze-thaw Bayesian Optimization for Efficient Hyperparameter Tuning.
CoRR
Dong Bok Lee, Aoxuan Silvia Zhang, Byungjoo Kim, Junhyeon Park, Steven Adriaensen, Juho Lee, Sung Ju Hwang, Hae Beom Lee
2025 J jnl
FedRand: Enhancing Privacy in Federated Learning with Randomized LoRA Subparameter Updates.
CoRR
Sangwoo Park, Seanie Lee, Byungjoo Kim, Sung Ju Hwang
2025 J jnl
Personalized Driving Data-Based Bump Prediction Using a Cloud-Based Continuous Learning for Preview Electronically Controlled Suspension.
IEEE Trans. Intell. Veh.
Jeonghun Kang, Yuseung Na, Minseo Jung, Jonghyun Lee, Jiwon Seok, Byungjoo Kim, Hyungjin Kim, Inyong Jung, Kichun Jo
2024 J jnl
Cost-Sensitive Multi-Fidelity Bayesian Optimization with Transfer of Learning Curve Extrapolation.
CoRR
Dong Bok Lee, Aoxuan Silvia Zhang, Byungjoo Kim, Junhyeon Park, Juho Lee, Sung Ju Hwang, Hae Beom Lee
2023 A* conf
Margin-based Neural Network Watermarking.
ICML
Byungjoo Kim, Suyoung Lee, Seanie Lee, Sooel Son, Sung Ju Hwang
2020 — conf
Robust Neural Networks Inspired by Strong Stability Preserving Runge-Kutta Methods.
ECCV (9)
Byungjoo Kim, Bryce Chudomelka, Jinyoung Park, Jaewoo Kang, Youngjoon Hong, Hyunwoo J. Kim
2020 J jnl
Robust Neural Networks inspired by Strong Stability Preserving Runge-Kutta methods.
CoRR
Byungjoo Kim, Bryce Chudomelka, Jinyoung Park, Jaewoo Kang, Youngjoon Hong, Hyunwoo J. Kim
2020 — conf
Weight Decay Scheduling and Knowledge Distillation for Active Learning.
ECCV (26)
Juseung Yun, Byungjoo Kim, Junmo Kim
2016 J jnl
GPU Accelerated Finding of Channels and Tunnels for a Protein Molecule.
Int. J. Parallel Program.
Byungjoo Kim, Jung Eun Lee, Young J. Kim, Ku-Jin Kim
2012 — conf
Computing the convex hull for a set of spheres on a GPU.
VRCAI
Byungjoo Kim, Ku-Jin Kim
2011 — conf
Finding surface atoms of a protein molecule on a GPU.
SIGGRAPH Asia Posters
Byungjoo Kim, Ku-Jin Kim, Ji-Hoon Choi, Nakhoon Baek, Joon-Kyung Seong, Yoo-Joo Choi
2007 — conf
Development of Integrated Analysis System and Tool of Perception, Recognition, and Behavior for Web Usability Test: With Emphasis on Eye-Tracking, Mouse-Tracking, and Retrospective Think Aloud.
HCI (10)
Byungjoo Kim, Ying Dong, Sungjin Kim, Kun-Pyo Lee