Changha Lee

33 papers A* 1Misc 2Journal 11Unranked 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
Analysis of Maritime Loitering Patterns With Discrete AIS Sequences Using Transformer Model Reconstruction and Classification.
IEEE Access
Tuan Manh Tao, Changha Lee, Thanh Lam Tran, Chan-Hyun Youn
2025 J jnl
BlindFG: Learning Contextual Fishing Trajectories for Unreported Fishing Gear Classification.
IEEE Access
Changha Lee, Chan-Hyun Youn
2025 J jnl
In-Context Vision-Pattern-Language Model for Enhancing Vessel Activity Explanation.
IEEE Access
Changha Lee, Chan-Hyun Youn
2025 — conf
Multi-objective Optimization of Worker Assignment for Manual Assembly Production Lines: A Genetic Approach.
APMS (1)
Changha Lee, Sang Do Noh
2025 — conf
Swarm Intelligence-Based Optimization of Matrix System Layout with Workstation Combination and Assignment.
CASE
Changha Lee, Seog-Chan Oh, Jorge Arinez, Sang Do Noh
2024 — conf
A Mobile Air-Purification Device and Digital Twin for Managing Hazardous Gases at Industrial Sites.
APMS (4)
Seokhwan Yu, Sejin An, Changha Lee, Hyunsuk You, Ilheum Choi, Sang Do Noh
2024 — conf
Binaural Beats Modulated Affected Emotions: Evidence From Simultaneous Electroencephalography-Functional MRI Study.
BCI
Changha Lee, Jae-Eon Kang, Jong-Hwan Lee
2024 J jnl
Data-driven analysis and human-centric assignment for manual assembly production lines.
Comput. Ind. Eng.
Goo-Young Kim, Jongpil Yun, Changha Lee, Junwoo Lim, Yongjin Kim, Sang Do Noh
2024 J jnl
EPU: An Energy-Efficient Explainable AI Accelerator With Sparsity-Free Computation and Heat Map Compression/Pruning.
IEEE J. Solid State Circuits
Junsoo Kim, Seunghee Han, Geonwoo Ko, Ji-Hoon Kim, Changha Lee, Taewoo Kim, Chan-Hyun Youn, Joo-Young Kim
2024 — conf
Integrated Convolutional and Graph Attention Neural Networks for Electroencephalography.
BCI
Jae-Eon Kang, Changha Lee, Jong-Hwan Lee
2024 Misc conf
Intelligent Layout Reconfiguration for Reconfigurable Assembly System: A Genetic Algorithm Approach.
WSC
Jisoo Park, Seog-Chan Oh, Whan Lee, Changha Lee, Hua-Tzu Fan, Jorge Arinez, Sang Do Noh
2024 — conf
Latency-Aware GPU Scheduling for DL Inference Tasks with Internal Resource Partitioning Strategy.
ICTC
Taewoo Kim, Changha Lee, Chan-Hyun Youn
2024 Misc conf
Matrix Assembly System Scheduling Optimization in Automotive Manufacturing: A Deep Q-Network Approach.
WSC
Whan Lee, Seog-Chan Oh, Jisoo Park, Changha Lee, Hua-Tzu Fan, Jorge Arinez, Sejin An, Sang Do Noh
2024 — conf
Product-Centric Simulation for Proactive Evaluation of Production Plan in Shipyard.
APMS (4)
Donghyun Lee, Jisoo Park, Changha Lee, Seoyoung Jo, Yonghee Kim, Seungwoo Jeon, Jongpil Yun, Sang Do Noh
2024 A* conf
Rethinking Peculiar Images by Diffusion Models: Revealing Local Minima's Role.
AAAI
Jinhyeok Jang, Chan-Hyun Youn, Minsu Jeon, Changha Lee
2024 — conf
TM-LLM: Token-Motion Embedding Fusion for Large Language Model-Based Vessel Trajectory Prediction.
ICTC
Thi Chung Anh Nguyen, Tuan Manh Tao, Changha Lee, Chan-Hyun Youn
2024 — conf
Tracking Vessel Activities with AIS Data using an Adaptive Extended Kalman Filter.
ICTC
Quynh Anh Mai Thi, Changha Lee, Tuan Manh Tao, Chan-Hyun Youn
2023 — conf
A 26.55TOPS/W Explainable AI Processor with Dynamic Workload Allocation and Heat Map Compression/Pruning.
CICC
Junsoo Kim, Geonwoo Ko, Ji-Hoon Kim, Changha Lee, Taewoo Kim, Chan-Hyun Youn, Joo-Young Kim
2023 J jnl
A Channel Pruning Optimization With Layer-Wise Sensitivity in a Single-Shot Manner Under Computational Constraints.
IEEE Access
Minsu Jeon, Taewoo Kim, Changha Lee, Chan-Hyun Youn
2023 — conf
DELCAS: Deep Reinforcement Learning Based GPU CaaS Packet Scheduling for Stabilizing QoE in 5G Multi-Access Edge Computing.
ICWE Workshops
Changha Lee, KyungChae Lee, Gyusang Cho, Chan-Hyun Youn
2023 — conf
Data-Driven Analysis and Assignment of Manual Assembly Production Lines.
APMS (3)
Changha Lee, Jongpil Yun, Goo-Young Kim, Junwoo Lim, Sang Do Noh, Yongjin Kim
2023 — conf
Deep Learning with Historical Features and Timewise Similarity for Multiple Objects Tracking.
ICTC
Tuan Manh Tao, Changha Lee, Minsu Jeon, Chan-Hyun Youn
2023 J jnl
Recursive Visual Explanations Mediation Scheme Based on DropAttention Model With Multiple Episodes Pool.
IEEE Access
Minsu Jeon, Taewoo Kim, Seong-Hwan Kim, Changha Lee, Chan-Hyun Youn
2023 — conf
SLO-Aware DL Job Scheduling for Efficient FPGA-GPU Edge Cloud Computing.
ICWE Workshops
Taewoo Kim, Minsu Jeon, Changha Lee, Seong-Hwan Kim, Fawaz AL-Hazemi, Chan-Hyun Youn
2022 — conf
A Cluster Chip Selection Method for Object Detection in Aerial Images.
ICTC
Yungi Ha, Changha Lee, Chan-Hyun Youn
2022 J jnl
Federated Onboard-Ground Station Computing With Weakly Supervised Cascading Pyramid Attention Network for Satellite Image Analysis.
IEEE Access
Taewoo Kim, Minsu Jeon, Changha Lee, Junsoo Kim, Geonwoo Ko, Joo-Young Kim, Chan-Hyun Youn
2021 J jnl
An Alternating Training Method of Attention-Based Adapters for Visual Explanation of Multi-Domain Satellite Images.
IEEE Access
Heejae Kim, Kyung-Chae Lee, Changha Lee, Sanghyun Hwang, Chan-Hyun Youn
2021 — conf
Pattern-Wise Embedding System for Scalable Time-series Database.
BigComp
Changha Lee, Seong-Hwan Kim, Chan-Hyun Youn
2020 — conf
An Accelerated Continual Learning with Demand Prediction based Scheduling in Edge-Cloud Computing.
ICDM (Workshops)
Changha Lee, Seong-Hwan Kim, Chan-Hyun Youn
2020 J jnl
An Accelerated Edge Cloud System for Energy Data Stream Processing Based on Adaptive Incremental Deep Learning Scheme.
IEEE Access
Seong-Hwan Kim, Changha Lee, Chan-Hyun Youn
2020 J jnl
Cooperating Edge Cloud-Based Hybrid Online Learning for Accelerated Energy Data Stream Processing in Load Forecasting.
IEEE Access
Changha Lee, Seong-Hwan Kim, Chan-Hyun Youn
2020 — conf
StreamDL: Deep Learning Serving Platform for AMI Stream Forecasting.
ICDM (Workshops)
Eunju Yang, Changha Lee, Ji-Hwan Kim, Tuan Manh Tao, Chan-Hyun Youn
2019 — conf
Imbalanced-Free Memory Selection Scheme Based Continual Learning by Using K-means Clustering.
ICTC
Changha Lee, Minsu Jeon, Eunju Yang, Seong-Hwan Kim, Chan-Hyun Youn