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Changha Lee
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 17
Top Topics
Deep Learning
Weakly Supervised
Stream Processing
Cloud Computing
Top Venues
IEEE Access
ICTC
ICWE Workshops
ICDM (Workshops)
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Publications
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Junsoo Kim
,
Seunghee Han
,
Geonwoo Ko
,
Ji-Hoon Kim
,
Changha Lee
,
Taewoo Kim
,
Chan-Hyun Youn
,
Joo-Young Kim
EPU: An Energy-Efficient Explainable AI Accelerator With Sparsity-Free Computation and Heat Map Compression/Pruning.
IEEE J. Solid State Circuits
59 (3) (2024)
Changha Lee
,
Jongpil Yun
,
Goo-Young Kim
,
Junwoo Lim
,
Sang Do Noh
,
Yongjin Kim
Data-Driven Analysis and Assignment of Manual Assembly Production Lines.
APMS (3)
(2023)
Minsu Jeon
,
Taewoo Kim
,
Seong-Hwan Kim
,
Changha Lee
,
Chan-Hyun Youn
Recursive Visual Explanations Mediation Scheme Based on DropAttention Model With Multiple Episodes Pool.
IEEE Access
11 (2023)
Minsu Jeon
,
Taewoo Kim
,
Changha Lee
,
Chan-Hyun Youn
A Channel Pruning Optimization With Layer-Wise Sensitivity in a Single-Shot Manner Under Computational Constraints.
IEEE Access
11 (2023)
Changha Lee
,
Kyungchae Lee
,
Gyusang Cho
,
Chan-Hyun Youn
DELCAS: Deep Reinforcement Learning Based GPU CaaS Packet Scheduling for Stabilizing QoE in 5G Multi-Access Edge Computing.
ICWE Workshops
(2023)
Junsoo Kim
,
Geonwoo Ko
,
Ji-Hoon Kim
,
Changha Lee
,
Taewoo Kim
,
Chan-Hyun Youn
,
Joo-Young Kim
A 26.55TOPS/W Explainable AI Processor with Dynamic Workload Allocation and Heat Map Compression/Pruning.
CICC
(2023)
Tuan Manh Tao
,
Changha Lee
,
Minsu Jeon
,
Chan-Hyun Youn
Deep Learning with Historical Features and Timewise Similarity for Multiple Objects Tracking.
ICTC
(2023)
Taewoo Kim
,
Minsu Jeon
,
Changha Lee
,
SeongHwan Kim
,
Fawaz Al Hazemi
,
Chan-Hyun Youn
SLO-Aware DL Job Scheduling for Efficient FPGA-GPU Edge Cloud Computing.
ICWE Workshops
(2023)
Yungi Ha
,
Changha Lee
,
Chan-Hyun Youn
A Cluster Chip Selection Method for Object Detection in Aerial Images.
ICTC
(2022)
Taewoo Kim
,
Minsu Jeon
,
Changha Lee
,
Junsoo Kim
,
Geonwoo Ko
,
Joo-Young Kim
,
Chan-Hyun Youn
Federated Onboard-Ground Station Computing With Weakly Supervised Cascading Pyramid Attention Network for Satellite Image Analysis.
IEEE Access
10 (2022)
Heejae Kim
,
Kyung-Chae Lee
,
Changha Lee
,
Sanghyun Hwang
,
Chan-Hyun Youn
An Alternating Training Method of Attention-Based Adapters for Visual Explanation of Multi-Domain Satellite Images.
IEEE Access
9 (2021)
Changha Lee
,
Seong-Hwan Kim
,
Chan-Hyun Youn
Pattern-Wise Embedding System for Scalable Time-series Database.
BigComp
(2021)
Changha Lee
,
Seong-Hwan Kim
,
Chan-Hyun Youn
Cooperating Edge Cloud-Based Hybrid Online Learning for Accelerated Energy Data Stream Processing in Load Forecasting.
IEEE Access
8 (2020)
Seong-Hwan Kim
,
Changha Lee
,
Chan-Hyun Youn
An Accelerated Edge Cloud System for Energy Data Stream Processing Based on Adaptive Incremental Deep Learning Scheme.
IEEE Access
8 (2020)
Eunju Yang
,
Changha Lee
,
Ji-Hwan Kim
,
Tuan Manh Tao
,
Chan-Hyun Youn
StreamDL: Deep Learning Serving Platform for AMI Stream Forecasting.
ICDM (Workshops)
(2020)
Changha Lee
,
Seong-Hwan Kim
,
Chan-Hyun Youn
An Accelerated Continual Learning with Demand Prediction based Scheduling in Edge-Cloud Computing.
ICDM (Workshops)
(2020)
Changha Lee
,
Minsu Jeon
,
Eunju Yang
,
Seong-Hwan Kim
,
Chan-Hyun Youn
Imbalanced-Free Memory Selection Scheme Based Continual Learning by Using K-means Clustering.
ICTC
(2019)