2024
Transformers with Attentive Federated Aggregation for Time Series Stock Forecasting
Chu Myaet Thwal, Ye Lin Tun, Kitae Kim, Seong-Bae Park and Choong Seon Hong
In Proceedings of IEEE International Conference on Information Networking (ICOIN), pp. 499-504, 2024.
2023
Federated Learning with Intermediate Representation Regularization
Ye Lin Tun, Chu Myaet Thwal, Yu Min Park, Seong-Bae Park and Choong Seon Hong
In Proceedings of IEEE International Conference on Big Data and Smart Computing (BigComp), pp. 56-63, 2023.
Edge-assisted Attention-based Federated Learning for Multi-Step EVSE-enabled Prosumer Energy Demand Prediction
Luyao Zou, Chu Myaet Thwal, Seong-Bae Park, and Choong Seon Hong
In Proceedings of the International Conference on Information Networking (ICOIN), pp. 116-121, 2023.
Joint Association and Power Allocation for Data Collection in HAP-LEO-Assisted IoT Networks
Nway Nway Ei, Pyae Sone Aung, Seong-Bae Park, Eui-Nam Huh, and Choong Seon Hong
In Proceedings of the International Conference on Information Networking (ICOIN), pp. 206-211, 2023.
An Artificial Intelligent-Driven Semantic Communication Framework for Connected Autonomous Vehicular Network
Avi Deb Raha, Md. Shirajum Munir, Apurba Adhikary, Yu Qiao, Seong-Bae Park, and Choong Seon Hong
In Proceedings of the International Conference on Information Networking (ICOIN), pp. 352-357, 2023.
Resource Allocation and User Association Using Reinforcement Learning via Curriculum in a Wireless Network with High User Mobility
Dong Uk Kim, Seong Bae Park, Choong Seon Hong and Eui Nam Huh
In Proceedings of the International Conference on Information Networking (ICOIN), pp. 382-386, 2023.
RNN-based Text Summarization for Communication Cost Reduction: Toward a Semantic Communication
Sumit Kumar Dam, Md. Shirajum Munir, Avi Deb Raha, Apurba Adhikary, Seong-Bae Park, and Choong Seon Hong
In Proceedings of the International Conference on Information Networking (ICOIN), pp. 423-426, 2023.
A New Chapter for Medical Image Generation: The Stable Diffusion Method
Loc X. Nguyen, Pyae Sone Aung, Huy Q. Le, Seong-Bae Park, and Choong Seon Hong
In Proceedings of the International Conference on Information Networking (ICOIN), pp. 483-486, 2023.
Transformers with Attentive Federated Aggregation for Time Series Stock Forecasting
Chu Myaet Thwal, Ye Lin Tun, Kitae Kim, Seong-Bae Park, and Choong Seon Hong
In Proceedings of the International Conference on Information Networking (ICOIN), pp. 499-504, 2023.
Seamless and Intelligent Resource Allocation in 6G Maritime Networks Framework via Deep Reinforcement Learning
Sheikh Salman Hassan, Seong-Bae Park, Eui-Nam Huh, and Choong Seon Hong
In Proceedings of the International Conference on Information Networking (ICOIN), pp. 505-510, 2023.
Semantic Communication for AR-based Services in 5G and Beyond
Nguyen Dang Tri, Loc X. Nguyen, Huy Q. Le, KiTae Kim, S. M. Ahsan Kazmi, Seong-Bae Park, Eui-Nam Huh, and Choong Seon Hong
In Proceedings of the International Conference on Information Networking (ICOIN), pp. 549-553, 2023.
Trajectory Optimization of Multiple Urban Air Mobility for Reliable Communications with Integrated Space-Air-Ground Network
Yu Min Park, Kitae Kim, Seong-Bae Park, and Choong Seon Hong
In Proceedings of the International Conference on Information Networking (ICOIN), pp. 596-599, 2023.
GDFed: Dynamic Federated Learning for Heterogenous Device Using Graph Neural Network
Ji Su Yoon, Sun Moo Kang, Seong-Bae Park, and Choong Seon Hong
In Proceedings of the International Conference on Information Networking (ICOIN), pp. 683-685, 2023.
Abnormal Client Detection Federated Learning Using Image Vectors
JinSeon Park, Ki Tae Kim, Seong-Bae Park, and Choong Seon Hong
In Proceedings of the International Conference on Information Networking (ICOIN), pp. 742-745, 2023.
2022
An Explainable Artificial Intelligence Framework for Quality-Aware IoE Service Delivery
Md. Shirajum Munir, Seong-Bae Park, and Choong Seon Hong
In Proceedings of the IEEE International Conference on Communications (ICC), pp. 4787-4793, 2022.
A Novel Mutual Trust Evaluation Method for Identification of Trusted Devices in Smart Environment
Ubaid Ur Rehman, Amir Ali, Hafiz Syed Muhammad Bilal, Muhammad Asif Razzaq, Seong-Bae Park, Sungyoung Lee
In Proceedings of the 16th International Conference on Ubiquitous Information Management and Communication (IMCOM), pp. 287–299, 2022.
Question Difficulty Estimation with Directional Modality Association in Video Question Answering
Bong-Min Kim, and Seong-Bae Park
In Proceedings of the 35th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE), pp. 287–299, 2022.
Post-Training with Interrogative Sentences for Enhancing BART-based Korean Question Generator
Gyu-Min Park, Seong-Eun Hong, and Seong-Bae Park
In Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 2: Short Papers, AACL-IJCNLP), pp. 202–209, 2022.
An Explainable Artificial Intelligence Framework for Quality-Aware IoE Service Delivery
Md. Shirajum Munir, Seong-Bae Park, and Choong Seon Hong
In Proceedings of the IEEE International Conference on Communications (ICC), pp. 4787-4793, 2022.
2021
CbI-M: Context-based Intervention Methodology for Rehabilitation of Persons with NCDs
Hafiz Syed Muhammad Bilal, Usman Akhtar, Asim Abbas, Muhammad Asif Razzaq, Ubaid Ur Rehman, Jamil Hussain, Sun Moo Kang, Sungyoung Lee, and Seong-Bae Park
In Proceedings of the 15th International Conference on Ubiquitous Information Management and Communication (IMCOM), pp. 1-5, 2021.
2020
WIRE: An Automated Report Generation System using Topical and Temporal Summarization
Yunseok Noh, Yongmin Shin, Junmo Park, A.-Yeong Kim, Su-Jeong Choi, Hyun-Je Song, Seong-Bae Park, and Se-Young Park
In Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 2169–2172, 2020.
2019
Robust Sentence Classification by Solving Out-of-Vocabulary Problem with Auxiliary Word Predictor
Sang-Seok Park, Yunseok Noh, Seyoung Park, and Seong-Bae Park
In Proceedings of the 16th Pacific Rim International Conferences on Artificial Intelligence (PRICAI), pp. 338-350, 2019.
Korean Morphological Analysis with Tied Sequence-to-Sequence Multi-Task Model
Hyun-Je Song and Seong-Bae Park
In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), pp. 1436-1441, 2019.
2018
An End-to-End Dialog State Tracking for Task-Oriented Dialogs
A-Yeong Kim, Tae-Hyeong Kim, Hyun-Je Song, and Seong-Bae Park
In Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, pp. 84-90, 2018.