DONGGUK UNIVERSITY
Publication
Papers published or accepted at top-tier international conferences and SCI(E) journals, listed by most recent.
우수 국제 학술대회 및 SCI(E) 저널에 게재되었거나 게재 승인된 논문 목록입니다.
Browse Publications
Year
Research Topic
-
Efficient Training-free Query Routing Framework for Federated Retrieval-Augmented Generation
Scientific Reports, 2026.10. (Accepted)
-
Residual Sparsification via Output Importance for Compressing Mixture-of-Experts LLMs
The 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026), Main Track, Acceptance rate 15%, NRF BK IF: 3, Budapest, Hungary, 2026. (Accepted)
-
Accurate Simulation of Distributed Training Jobs with Network Contention Modeling
The 34th IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2026), Acceptance rate 23%, NRF BK IF: 2, Genova, Italy, 2026. (Accepted)
-
Xronos: Heterogeneity-Aware Tensor Parallelism for Collaborative LLM Fine-Tuning on Edge CPUs
The 34th IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2026), Acceptance rate 23%, NRF BK IF: 2, Genova, Italy, 2026. (Accepted)
-
Unified Digital Biomarker Platform for Wearable Devices Assuring Integrity, Heterogeneity, and Scalability
Scientific Reports, 2026. (Accepted)
-
Prediction-based GPU Sharing for Distributed Training
Future Generation Computer Systems Journal, 2026.02
-
Parameter-Efficient 12-Lead ECG Reconstruction from a Single Lead
The 28th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2025), Acceptance rate 29%, NRF BK IF: 1, Daejeon, Korea, 2025.
-
Revisiting Traffic Splitting for Software Switch in Datacenter
Association for Computing Machinery's Special Interest Group on Measurement and Evaluation (ACM SIGMETRICS), Acceptance rate 17%, NRF BK IF: 3, New York, USA, 2025.
-
Prediction of Permissioned Blockchain Performance for Resource Scaling Configurations
ICT Express, 2024.12
-
Intelligent Packet Processing for Performant Containers in IoT
IEEE Internet of Things Journal (IoT-J), 2024.12
-
Predictive Placement of Geo-distributed Blockchain Nodes for Performance Guarantee
IEEE 17th International Conference on Cloud Computing (CLOUD 2024), NRF BK IF: 1, Shenzhen, China, 2024.
-
Harmonia: Accurate Federated Learning with All-Inclusive Dataset
IEEE 17th International Conference on Cloud Computing (CLOUD 2024), NRF BK IF: 1, Shenzhen, China, 2024.
-
Machine Learning-Based Prediction Models for Control Traffic in SDN Systems
IEEE Transactions on Services Computing (TSC 2023)
-
Control Channel Isolation in SDN Virtualization: A Machine Learning Approach
IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid 2023), Acceptance rate 20%, NRF BK IF: 1, Bengaluru, India, 2023.
-
SegaNet: An Advanced IoT Cloud Gateway for Performant and Priority-Oriented Message Delivery
7th Asia-Pacific Workshop on Networking (APNET 2023), Acceptance rate 29%, Hong Kong, 2023.
-
Selective Preemption of Distributed Deep Learning Training
IEEE 16th International Conference on Cloud Computing (CLOUD 2023), NRF BK IF: 1, Chicago, USA, 2023.
-
TeaVisor: network hypervisor for bandwidth isolation in SDN-NV
IEEE Transactions on Cloud Computing (TCC 2023)
-
Xonar: Profiling-based job orderer for distributed deep learning
IEEE 15th International Conference on Cloud Computing (CLOUD 2022), NRF BK IF: 1, Barcelona, Spain, 2022.
-
Prediction of the resource consumption of distributed deep learning systems
Proceedings of the ACM on Measurement and Analysis of Computing Systems (SIGMETRICS 2022), Acceptance rate 10%, NRF BK IF: 3, Mumbai, India, 2022.
-
A case for SDN-based network virtualization
29th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2021), NRF BK IF: 2, Houston, TX, USA, 2021.
-
Accurate and efficient monitoring for virtualized SDN in clouds
IEEE Transactions on Cloud Computing (TCC 2021)
-
Bandwidth isolation guarantee for SDN virtual networks
IEEE Conference on Computer Communications (INFOCOM 2021), NRF BK IF: 4, Vancouver, BC, Canada, 2021.
-
TensorExpress: In-network communication scheduling for distributed deep learning
IEEE 13th International Conference on Cloud Computing (CLOUD 2020), NRF BK IF: 1, Beijing, China, 2020.
-
Adaptive control channel traffic shaping for virtualized SDN in clouds
IEEE 13th International Conference on Cloud Computing (CLOUD 2020), NRF BK IF: 1, Beijing, China, 2020.
No publications match the selected filters.