Sunhwan Lim

35 papers A 1Journal 17Unranked 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 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 J jnl
Federated Learning-Based Energy-Efficient Consumer-Centric Access Strategy for Cell-Free MIMO in 6G Wireless Networks.
IEEE Trans. Consumer Electron.
Nikhil Kumar Singh, Sonal Telang Chandel, Sunhwan Lim, Joohyung Lee
2025 J jnl
Federated Learning-Based Secure Computing Mechanism for Consumer Internet of Vehicles-Based Transportation Cyber-Physical Systems.
IEEE Trans. Consumer Electron.
Nikhil Kumar Singh, Sakshi Patni, Sunhwan Lim, Joohyung Lee
2025 — conf
Wind Farm Layout Optimization with Diffusion Models.
KDD (2)
Yujin Shin, Taeyoung Yun, Sujin Yun, Sungpil Woo, Sunhwan Lim, Jinkyoo Park
2024 J jnl
A decentralized federated learning based interoperable and heterogeneity aware predictive optimization method for energy and comfort in smart homes environment.
Appl. Soft Comput.
Rongxu Xu, Salabat Khan, Wenquan Jin, Anam Nawaz Khan, Qazi Waqas Khan, Sunhwan Lim, Do Hyeun Kim
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-Enabled Hierarchical Federated Learning Optimization for Data Heterogeneity Management in Multi-Access Edge Computing.
IEEE Access
Suhyun Cho, Sunhwan Lim, 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
Hetero-FedIoT: A Rule-Based Interworking Architecture for Heterogeneous Federated IoT Networks.
IEEE Internet Things J.
Anam Nawaz Khan, Atif Rizwan, Rashid Ahmad, Wenquan Jin, Qazi Waqas Khan, Sunhwan Lim, Dohyeun Kim
2024 J jnl
Heterogeneous Privacy Level-Based Client Selection for Hybrid Federated and Centralized Learning in Mobile Edge Computing.
IEEE Access
Faranaksadat Solat, Sakshi Patni, Sunhwan Lim, Joohyung Lee
2023 J jnl
A precision-centric approach to overcoming data imbalance and non-IIDness in federated learning.
Internet Things
Anam Nawaz Khan, Atif Rizwan, Rashid Ahmad, Qazi Waqas Khan, Sunhwan Lim, Do-Hyeun Kim
2023 J jnl
Cooperative Swarm Learning for Distributed Cyclic Edge Intelligent Computing.
Internet Things
Rongxu Xu, Wenquan Jin, Anam Nawaz Khan, Sunhwan Lim, Do-Hyeun Kim
2023 J jnl
Deep-Reinforcement-Learning-Based IoT Sensor Data Cleaning Framework for Enhanced Data Analytics.
Sensors
Alaelddin Fuad Yousif Mohammed, Salman Md Sultan, Joohyung Lee, Sunhwan Lim
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 — conf
Federated Learning in Prediction of Dementia Stage: An Experimental Study.
ICTC
Boyun Eom, Muhammad Zubair, Dong-Hwan Park, Hyunhak Kim, Young-Ho Suh, Sunhwan Lim, 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
Arrhythmia Detection Using Convolutional Neural Networks with Temporal Attention Mechanism.
ICTC
Muhammad Zubair, Sung-Pil Woo, Sunhwan Lim, 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 J jnl
Dynamic Inference Approach Based on Rules Engine in Intelligent Edge Computing for Building Environment Control.
Sensors
Wenquan Jin, Rongxu Xu, Sunhwan Lim, Dong-Hwan Park, Chanwon Park, Dohyeun Kim
2021 J jnl
Integrated Service Composition Approach Based on Transparent Access to Heterogeneous IoT Networks Using Multiple Service Providers.
Mob. Inf. Syst.
Wenquan Jin, Rongxu Xu, Sunhwan Lim, Dong-Hwan Park, Chanwon Park, Dohyeun Kim
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 — conf
Design of SW Framework for Trustworthy AI-Data Commons.
ICTC
Sunhwan Lim, Young-Ho Suh, Donghwan Park, Sung-Pil Woo, Chanwon Park
2018 — conf
Method of Intelligent Docent Service in Self-Learnable IoT Common Software Engine using Abstraction Technology.
ICTC
Sunhwan Lim, Donghwan Park
2014 — conf
Method of application driven QoS service in open service platform based on RESTful web services.
ICTC
Sunhwan Lim, ChangSup Keum
2011 — conf
Open API and System of Short Messaging, Payment, Account Management Based on RESTful Web Services.
ACN
Sunhwan Lim, Jaeyong Lee, Byungchul Kim