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Research

Publications

Research

276

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..
275

Bones
Dual sagittal-guided coarse-to-fine rib segmentation and numbering in chest CT

PUBLICATION Medical & Biological Engineer..

AUTHORS Seonghyeon Ko, Duc-Tai Le, Junghyun Bum, Hyunseung Choo
274

Eyes
Collaborative Multiscale Representation Learning for AMD Detection

PUBLICATION MICCAI 2026 (BK IF 1)

AUTHORS Nayeon Jang, Seonghyeon Ko, Junghyun Bum, Duc-Tai Le, Chang-Hwan Son, ..
273

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..
272

Eyes
Task-aware Feature Modulation in Heterogeneous Multitask Learning for Fundus Landmark Extraction

PUBLICATION ICPR 2026 (BK IF 1)

AUTHORS Seonghyeon Ko, Junghyun Bum, Duc-Tai Le, Chang-Hwan Son, Hyunseung Cho..
271

Eyes
Fundus to Cardiovascular Risk Factors with Anthropometric Guidance

PUBLICATION ICPR 2026 (BK IF 1)

AUTHORS Hyeonmin Lee, Seonghyeon Ko, Junghyun Bum, Duc-Tai Le, Chang-Hwan Son,..
270

Eyes
Post-training Feature Pruning for Fundus Images Classification

PUBLICATION CVPR 2026 (BK IF 4)

AUTHORS Van-Nguyen Pham, Duc-Tai Le, Junghyun Bum, Hyunseung Choo
269

Biomarkers
TIAMO: Text-Image-Audio Multimodal Model for Respiratory Sound Classification

PUBLICATION Expert Systems With Applicati..

AUTHORS Kim-Ngoc Le Thi, Hyunseung Choo
268

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 ..
267

Eyes
Few-shot Domain Adaptation for Retinal Vessel Segmentation

PUBLICATION 2025 ACK

AUTHORS Muhammad Omer, Sardar Jaffar Ali, 추현승
266

Eyes
안저 이미지로부터 심혈관위험인자를 예측하는 멀티모달 대조학습 프레임워크

PUBLICATION 2025 KSC

AUTHORS Hyeonmin Lee, Seonghyeon Ko, Hyunseung Choo
265

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

PUBLICATION 2025 KSC

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

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

PUBLICATION	Medical & Biological Engineer..
AUTHORS	Seonghyeon Ko, Duc-Tai Le, Junghyun Bum, Hyunseung Choo

PUBLICATION	MICCAI 2026 (BK IF 1)
AUTHORS	Nayeon Jang, Seonghyeon Ko, Junghyun Bum, Duc-Tai Le, Chang-Hwan Son, ..

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

PUBLICATION	CVPR 2026 (BK IF 4)
AUTHORS	Van-Nguyen Pham, Duc-Tai Le, Junghyun Bum, Hyunseung Choo

PUBLICATION	Expert Systems With Applicati..
AUTHORS	Kim-Ngoc Le Thi, Hyunseung Choo

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

PUBLICATION	2025 ACK
AUTHORS	Muhammad Omer, Sardar Jaffar Ali, 추현승

PUBLICATION	2025 KSC
AUTHORS	Hyeonmin Lee, Seonghyeon Ko, Hyunseung Choo

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