Gyumin Kim

Seoul National University — South Korea

Engineering · Physical Sciences

4h-index62citations8works0.82yr avg
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Research Topics

Scheduling and Optimization Algorithms(4), Metaheuristic Optimization Algorithms Research(3), Network Traffic and Congestion Control(1), Reinforcement Learning in Robotics(1), Smart Agriculture and AI(1)

Publications8 total

A Unified Design Flow for Homogeneous and Heterogeneous 3D Integration with Fine-Pitch Hybrid Bonding
2025
Enhancement of apple defect identification with semantic segmentation and label-efficient data generation
Engineering Applications of Artificial Intelligence·2025
Design of SKIP-STOP Operation Schedule Based on Boarding Demand for Congestion Mitigation on the Gimpo Goldline
Journal of Korean Society of Transportation·2025· 1 citedOpen Access
Clustering-Driven Bonding Terminal Legalization with Reinforcement Learning for F2F 3D ICs
2025· 2 citedOpen Access
Genetic reinforcement learning for scheduling heterogeneous machines
2002· 9 cited
An evolutionary approach to the job-shop scheduling problem
2002· 14 cited
Genetic reinforcement learning approach to the machine scheduling problem
2002· 19 cited
Genetic reinforcement learning approach to the heterogeneous machine scheduling problem
IEEE Transactions on Robotics and Automation·1998· 17 cited

Frequent Co-authors

C.S.G. Lee(4), Heechun Park(2), Do-Gyeong KIM(1), Juyoung Byun(1), Jiwon Ryu(1), Sang-Yeon Kim(1), Chang-Hyup Lee(1), Harin Jang(1), Tae-Hyeong Kim(1), Suk-Ju Hong(1), Geon‐Hee Kim(1), Ghiseok Kim(1)