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Research

Publications

Research

177

Net
Representation Learning with Semantic-aware Instance and Sparse Token Alignments

PUBLICATION ICPR 2026 (BK IF 1)

AUTHORS Phuoc-Nguyen Bui, Toan Duc Nguyen, Junghyun Bum, Duc-Tai Le, Hyunseung..
176

Net
EG-RAG: Retrieval-Augmented Generation with Evidence Graph for Reliable Multi-Document Reasoning

PUBLICATION AAMAS 2026 (BK IF 2)

AUTHORS Seunggwan Hong, Junhyung Moon, Eunkyeong Lee, Jaehyoung Park, Hyunseun..
175

Net
Curated Collaborative AI Edge with Network Data Analytics for B5G/6G Radio Access Networks

PUBLICATION IEEE Transactions on Cognitiv..

AUTHORS Sardar Jaffar Ali, Syed M. Raza, Duc-Tai Le, Rajesh Challa, Min Young ..
174

Net
경로 조합 다양화를 통한 심층강화학습 기반 무인항공기 3D 경로 계획 시스템

PUBLICATION 2025 KSC

AUTHORS Yeongmin Lee, Huigyu Yang, Jiyong Oh, Hyunseung Choo
173

Net
Integrated Sensing and Communication-스코어카드++: 최소 KPI와 LLM 기반 보고 파이프라인

PUBLICATION 2025 ACK

AUTHORS Sardar Jaffar Ali, Muhmmad Omer, Thi Le Quyen Nguyen, 김문성, 추현승..
172

Net
네트워크 트래픽 예측의 진화: 딥러닝 및 그 너머에 대한 조사

PUBLICATION 2025 ACK

AUTHORS Van-Vi Vo, Thi Le Quyen Nguyen, Sardar Jaffar Ali, 추현승
171

Net
정확한 네트워크 트래픽 예측을 위한 GRU-ViT 하이브 리드 모델

PUBLICATION 2025 ACK

AUTHORS Thi Le Quyen Nguyen, Sardar Jaffar Ali, Duc-Tai Le, 추현승
170

Net
When Time Series Data Become Images: U-Net for Network Traffic Prediction

PUBLICATION IMCOM 2026

AUTHORS Jiho Yoon, Gyurin Byun, Huigyu Yang, Van-Vi Vo, Hyunseung Choo
169

Net
Spatiotemporal Traffic Prediction: Advanced Framework for Intelligent Network Management

PUBLICATION FDSE 2025

AUTHORS Van-Vi Vo, Huigyu Yang, Duc-Tai Le, and Hyunseung Choo
168

Net
A Mixture-of-Agents Framework for EV Battery Diagnostics: Semantic Clustering and Prompt Engineering for Automated Reporting

PUBLICATION CompAI 2025

AUTHORS Junhyung Moon, Seunggwan Hong, Eunkyeong Lee, Yunho Lim, Wanjin Park, ..
167

Net
Deep Resource Localization with Traffic Prediction for Adaptive Multi-access Edge Computing Management

PUBLICATION Journal of Network and System..

AUTHORS Nayeon Jang, Huigyu Yang, Gyurin Byun, Jeongjun Park, Moonseong Kim, M..
166

Net
Optimizing BIM drawing element placement through reinforcement learning

PUBLICATION Automation in Construction (I..

AUTHORS Yije Kim, Jeongjun Park, Jiyong Oh, Junghyun Bum, Sangyoon Chin

PUBLICATION	ICPR 2026 (BK IF 1)
AUTHORS	Phuoc-Nguyen Bui, Toan Duc Nguyen, Junghyun Bum, Duc-Tai Le, Hyunseung..

PUBLICATION	AAMAS 2026 (BK IF 2)
AUTHORS	Seunggwan Hong, Junhyung Moon, Eunkyeong Lee, Jaehyoung Park, Hyunseun..

PUBLICATION	IEEE Transactions on Cognitiv..
AUTHORS	Sardar Jaffar Ali, Syed M. Raza, Duc-Tai Le, Rajesh Challa, Min Young ..

PUBLICATION	2025 KSC
AUTHORS	Yeongmin Lee, Huigyu Yang, Jiyong Oh, Hyunseung Choo

PUBLICATION	2025 ACK
AUTHORS	Sardar Jaffar Ali, Muhmmad Omer, Thi Le Quyen Nguyen, 김문성, 추현승..

PUBLICATION	IMCOM 2026
AUTHORS	Jiho Yoon, Gyurin Byun, Huigyu Yang, Van-Vi Vo, Hyunseung Choo

PUBLICATION	FDSE 2025
AUTHORS	Van-Vi Vo, Huigyu Yang, Duc-Tai Le, and Hyunseung Choo

PUBLICATION	CompAI 2025
AUTHORS	Junhyung Moon, Seunggwan Hong, Eunkyeong Lee, Yunho Lim, Wanjin Park, ..

PUBLICATION	Journal of Network and System..
AUTHORS	Nayeon Jang, Huigyu Yang, Gyurin Byun, Jeongjun Park, Moonseong Kim, M..

PUBLICATION	Automation in Construction (I..
AUTHORS	Yije Kim, Jeongjun Park, Jiyong Oh, Junghyun Bum, Sangyoon Chin

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