Sungpil Woo

34 papers A* 1A 1B 1C 1Journal 13Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Representation Learning With Assisted Domain Adaptation for EEG-Based Cross-Subject Emotion Recognition.
IEEE Trans. Comput. Soc. Syst.
Muhammad Zubair, Sungpil Woo, Sunhwan Lim, Daeyoung Kim
2026 J jnl
Def-Ag: An energy-efficient decentralized federated learning framework via aggregator clients.
Future Gener. Comput. Syst.
Junyoung Park, Sungpil Woo, Joohyung Lee
2026 A conf
Urban Traffic Network Layout Optimization with Guided Discrete Diffusion Models.
WSDM
Taeyoung Yun, Inhyuck Song, Woocheol Shin, Yujin Shin, Sungpil Woo, Sunhwan Lim, Jinkyoo Park
2025 J jnl
Deep multimodal emotion recognition using modality-aware attention and proxy-based multimodal loss.
Internet Things
Sungpil Woo, Muhammad Zubair, Sunhwan Lim, Daeyoung Kim
2025 — conf
Wind Farm Layout Optimization with Diffusion Models.
KDD (2)
Yujin Shin, Taeyoung Yun, Sujin Yun, Sungpil Woo, Sunhwan Lim, Jinkyoo Park
2024 — conf
AI-Data Commons: A Decentralized Collaborative Framework for AI-Based Problem Solving.
ICTC
Young-Ho Suh, Sungpil Woo, Jihoon Seo, Jaeseob Han, Sunhwan Lim, Chanwon Park
2024 J jnl
DRL-empowered joint batch size and weighted aggregation adjustment mechanism for federated learning on non-IID data.
ICT Express
Juneseok Bang, Sungpil Woo, Joohyung Lee
2024 J jnl
Deep Representation Learning With Sample Generation and Augmented Attention Module for Imbalanced ECG Classification.
IEEE J. Biomed. Health Informatics
Muhammad Zubair, Sungpil Woo, Sunhwan Lim, Daeyoung Kim
2024 J jnl
Deep Representation Learning for Multimodal Emotion Recognition Using Physiological Signals.
IEEE Access
Muhammad Zubair, Sungpil Woo, Sunhwan Lim, Changwoo Yoon
2024 — conf
Empirical Study of Attention Mechanism on Neural Ordinary Differential Equations.
ICTC
Sungpil Woo, Muhammad Zubair, Sunhwan Lim, Daeyoung Kim
2024 — conf
Empirical Study of Rectifier and Dropout in Feedforward Neural Networks.
ICTC
Sungpil Woo, Sunhwan Lim, Daeyoung Kim
2024 J jnl
Predictive Dynamic Virtual Machine Scaling for Federated Learning Over Edge-Cloud Interworking.
IT Prof.
Sakshi Patni, Sungpil Woo, Joohyung Lee
2023 — conf
Design Issues in Implementation of Decentralized AI-data commons Framework.
ICTC
Young-Ho Suh, Sungpil Woo, Boyun Eom, Dong-Hwan Park, Sunhwan Lim, Chanwon Park
2023 — conf
Federated Learning Using Blockchain-based Marketplace.
ICUFN
Boyun Eom, Sunhwan Lim, Young-Ho Suh, Sungpil Woo, Chanwon Park
2023 J jnl
Learnable Path in Neural Controlled Differential Equations.
CoRR
Sheo Yon Jhin, Minju Jo, Seungji Kook, Noseong Park, Sungpil Woo, Sunhwan Lim
2022 — conf
Conditional GAN based Collaborative Filtering with Data Augmentation for Cold-Start User.
ICTC
Sungpil Woo, Muhammad Zubair, Sunhwan Lim, Chanwon Park, Daeyoung Kim
2022 J jnl
Decision-making of IoT device operation based on intelligent-task offloading for improving environmental optimization.
Complex Intell. Syst.
Wenquan Jin, Sunhwan Lim, Sungpil Woo, Chanwon Park, Dohyeun Kim
2022 — conf
Virtualized Infrastructure as an Incentive on AI-Data Commons.
ICTC
Boyun Eom, Sunhwan Lim, Young-Ho Suh, Sungpil Woo, Chanwon Park
2021 — conf
Artificial Intelligence-Enabled Data Value Curation on AI-Data Commons.
ICTC
Boyun Eom, Sunhwan Lim, Young-Ho Suh, Sungpil Woo, Donghwan Park, Chanwon Park
2021 — conf
Metadata Modeling and Operation Flow of Problem Solving Ecosystem for ECG Data Engineering and Arrhythmia Diagnosis.
ICTC
Sungpil Woo, Young-Ho Suh, Muhammad Zubair, Boyun Eom, Dong-Hwan Park, Sunhwan Lim, Chanwon Park
2021 — conf
PCI Workplace: A decentralized collaboration framework for AI based problem-solving.
ICTC
Young-Ho Suh, Sungpil Woo, Boyun Eom, Dong-Hwan Park, Sunhwan Lim, Chanwon Park
2020 J jnl
ChronoGraph: Enabling Temporal Graph Traversals for Efficient Information Diffusion Analysis over Time.
IEEE Trans. Knowl. Data Eng.
Jaewook Byun, Sungpil Woo, Daeyoung Kim
2020 A* conf
ChronoGraph: Enabling temporal graph traversals for efficient information diffusion analysis over time.
ICDE
Jaewook Byun, Sungpil Woo, Daeyoung Kim
2019 J jnl
ESNemble: an Echo State Network-based ensemble for workload prediction and resource allocation of Web applications in the cloud.
J. Supercomput.
Hoang Minh Nguyen, Gaurav Kalra, Tae Joon Jun, Sungpil Woo, Daeyoung Kim
2018 J jnl
Oliot EPCIS: Engineering a web information system complying with EPC Information Services standard towards the Internet of Things.
Comput. Ind.
Jaewook Byun, Sungpil Woo, Yalew Tolcha, Daeyoung Kim
2017 — conf
A Hybrid Selective-Anyfit Genetic Algorithm for Variable-Sized Dynamic Bin Packing to Minimize Cloud Usage Cost.
SOCA
Janggwan Im, Sungpil Woo, Daeyoung Kim
2017 J jnl
Efficient and privacy-enhanced object traceability based on unified and linked EPCIS events.
Comput. Ind.
Jaewook Byun, Sungpil Woo, Daeyoung Kim
2017 — conf
IsV2C: An Integrated Road Traffic-Network-Cloud Simulator for V2C Connected Car Services.
SCC
Heejae Kim, Jiyong Han, Seong-Hwan Kim, Jisoo Choi, Dongsik Yoon, Minsu Jeon, Eunjoo Yang, Nhat Pham, Sungpil Woo, Jeongkyu Park, Daeyoung Kim, Chan-Hyun Youn
2017 B conf
Secure-EPCIS: Addressing Security Issues in EPCIS for IoT Applications.
SERVICES
Sungpil Woo, Jaehee Ha, Jaewook Byun, Kiwoong Kwon, Yalew Tolcha, Daeyoun Kang, Hoang Minh Nguyen, Myungchul Kim, Daeyoung Kim
2016 — conf
A Workload Prediction Approach Using Models Stacking Based on Recurrent Neural Network and Autoencoder.
HPCC/SmartCity/DSS
Hoang Minh Nguyen, Sungpil Woo, Janggwan Im, Tae Joon Jun, Daeyoung Kim
2016 — conf
GS1 Connected Car Using EPCIS-ONS System.
BigData Congress
Bongjin Sohn, Sungpil Woo, Jiyong Han, Hyeeun Cho, Jaewook Byun, Daeyoung Kim
2016 — conf
Hairspring: Online graph processing middleware for temporal networks.
Middleware Posters and Demos
Jaewook Byun, Sungpil Woo, Daeyoung Kim
2016 C conf
RNN-Based Personalized Activity Recognition in Multi-person Environment Using RFID.
CIT
Sungpil Woo, Jaewook Byun, Seong Hoon Kim, Hoang Minh Nguyen, Janggwan Im, Daeyoung Kim
2015 — conf
IoT-MAP: IoT mashup application platform for the flexible IoT ecosystem.
IOT
Sehyeon Heo, Sungpil Woo, Janggwan Im, Daeyoung Kim