Sunhwan Lim

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 22

Top Topics

Intelligent Computing

Service Platform

Service Compositions

Top Venues

Internet Things

Publications

Faranaksadat Solat, Sakshi Patni, Sunhwan Lim, Joohyung Lee
Heterogeneous Privacy Level-Based Client Selection for Hybrid Federated and Centralized Learning in Mobile Edge Computing. IEEE Access 12 (2024)
Muhammad Zubair, Sungpil Woo, Sunhwan Lim, Daeyoung Kim
Deep Representation Learning With Sample Generation and Augmented Attention Module for Imbalanced ECG Classification. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Muhammad Zubair, Sungpil Woo, Sunhwan Lim, Changwoo Yoon
Deep Representation Learning for Multimodal Emotion Recognition Using Physiological Signals. IEEE Access 12 (2024)
Anam Nawaz Khan, Atif Rizwan, Rashid Ahmad, Wenquan Jin, Qazi Waqas Khan, Sunhwan Lim, DoHyeun Kim
Hetero-FedIoT: A Rule-Based Interworking Architecture for Heterogeneous Federated IoT Networks. IEEE Internet Things J. 11 (4) (2024)
Rongxu Xu, Salabat Khan, Wenquan Jin, Anam Nawaz Khan, Qazi Waqas Khan, Sunhwan Lim, Do Hyeun Kim
A decentralized federated learning based interoperable and heterogeneity aware predictive optimization method for energy and comfort in smart homes environment. Appl. Soft Comput. 161 (2024)
Sheo Yon Jhin, Minju Jo, Seungji Kook, Noseong Park, Sungpil Woo, Sunhwan Lim
Learnable Path in Neural Controlled Differential Equations. CoRR (2023)
Anam Nawaz Khan, Atif Rizwan, Rashid Ahmad, Qazi Waqas Khan, Sunhwan Lim, Do-Hyeun Kim
A precision-centric approach to overcoming data imbalance and non-IIDness in federated learning. Internet Things 23 (2023)
Young-Ho Suh, Sungpil Woo, Boyun Eom, Dong-Hwan Park, Sunhwan Lim, Chanwon Park
Design Issues in Implementation of Decentralized AI-data commons Framework. ICTC (2023)
Alaelddin Fuad Yousif Mohammed, Salman Md Sultan, Joohyung Lee, Sunhwan Lim
Deep-Reinforcement-Learning-Based IoT Sensor Data Cleaning Framework for Enhanced Data Analytics. Sensors 23 (4) (2023)
Boyun Eom, Sunhwan Lim, Young-Ho Suh, Sungpil Woo, Chanwon Park
Federated Learning Using Blockchain-based Marketplace. ICUFN (2023)
Rongxu Xu, Wenquan Jin, Anam Nawaz Khan, Sunhwan Lim, Do-Hyeun Kim
Cooperative Swarm Learning for Distributed Cyclic Edge Intelligent Computing. Internet Things 22 (2023)
Boyun Eom, Muhammad Zubair, Dong-Hwan Park, Hyunhak Kim, Young-Ho Suh, Sunhwan Lim, Chanwon Park
Federated Learning in Prediction of Dementia Stage: An Experimental Study. ICTC (2023)
Boyun Eom, Sunhwan Lim, Young-Ho Suh, Sungpil Woo, Chanwon Park
Virtualized Infrastructure as an Incentive on AI-Data Commons. ICTC (2022)
Sungpil Woo, Muhammad Zubair, Sunhwan Lim, Chanwon Park, Daeyoung Kim
Conditional GAN based Collaborative Filtering with Data Augmentation for Cold-Start User. ICTC (2022)
Boyun Eom, Sunhwan Lim, Young-Ho Suh, Sungpil Woo, Donghwan Park, Chanwon Park
Artificial Intelligence-Enabled Data Value Curation on AI-Data Commons. ICTC (2021)
Muhammad Zubair, Sung-Pil Woo, Sunhwan Lim, Chanwon Park
Arrhythmia Detection Using Convolutional Neural Networks with Temporal Attention Mechanism. ICTC (2021)
Wenquan Jin, Rongxu Xu, Sunhwan Lim, Dong-Hwan Park, Chanwon Park, Dohyeun Kim
Dynamic Inference Approach Based on Rules Engine in Intelligent Edge Computing for Building Environment Control. Sensors 21 (2) (2021)
Wenquan Jin, Rongxu Xu, Sunhwan Lim, Dong-Hwan Park, Chanwon Park, DoHyeun Kim
Integrated Service Composition Approach Based on Transparent Access to Heterogeneous IoT Networks Using Multiple Service Providers. Mob. Inf. Syst. 2021 (2021)
Sungpil Woo, Young-Ho Suh, Muhammad Zubair, Boyun Eom, Dong-Hwan Park, Sunhwan Lim, Chanwon Park
Metadata Modeling and Operation Flow of Problem Solving Ecosystem for ECG Data Engineering and Arrhythmia Diagnosis. ICTC (2021)
Young-Ho Suh, Sungpil Woo, Boyun Eom, Dong-Hwan Park, Sunhwan Lim, Chanwon Park
PCI Workplace: A decentralized collaboration framework for AI based problem-solving. ICTC (2021)
Sunhwan Lim, Young-Ho Suh, Donghwan Park, Sung-Pil Woo, Chanwon Park
Design of SW Framework for Trustworthy AI-Data Commons. ICTC (2020)
Sunhwan Lim, Donghwan Park
Method of Intelligent Docent Service in Self-Learnable IoT Common Software Engine using Abstraction Technology. ICTC (2018)
Sunhwan Lim, ChangSup Keum
Method of application driven QoS service in open service platform based on RESTful web services. ICTC (2014)
Sunhwan Lim, Jaeyong Lee, Byungchul Kim
Open API and System of Short Messaging, Payment, Account Management Based on RESTful Web Services. ACN (2011)