Myeongkyun Kang

24 papers A* 1Journal 16Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Instruction-Free Tuning of Large Vision Language Models for Medical Instruction Following. CoRR Myeongkyun Kang, Soopil Kim, Xiaoxiao Li, Sang Hyun Park
2026	J	`jnl`	LoFi: Location-Aware Fine-Grained Representation Learning for Chest X-ray. CoRR Myeongkyun Kang, Yanting Yang, Xiaoxiao Li
2026	J	`jnl`	Subject-adaptive meta-learning for personalized BCI: A fusion of resting-state EEG signal and task-specific information. Inf. Fusion Sion An, Myeongkyun Kang, Soopil Kim, Philip Chikontwe, Li Shen, Sang Hyun Park
2025	J	`jnl`	Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation With Image Synthesis. IEEE Trans. Medical Imaging Soopil Kim, Heejung Park, Philip Chikontwe, Myeongkyun Kang, Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sang Hyun Park
2025	J	`jnl`	Efficient one-shot federated learning on medical data using knowledge distillation with image synthesis and client model adaptation. Medical Image Anal. Myeongkyun Kang, Philip Chikontwe, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
2025	—	`conf`	Pre-to-Post Operative MRI Generation with Retrieval-Based Visual In-Context Learning. MICCAI (1) Bogyeong Kang, Sang-Jun Park, Minjoo Lim, Myeongkyun Kang, Keun-Soo Heo, Ji-Hye Oh, Hyun Jung Lee, Tae-Eui Kam
2025	—	`conf`	Revisiting Masked Image Modeling with Standardized Color Space for Domain Generalized Fundus Photography Classification. MICCAI (7) Eojin Jang, Myeongkyun Kang, Soopil Kim, Min Sagong, Sang Hyun Park
2024	J	`jnl`	FedNN: Federated learning on concept drift data using weight and adaptive group normalizations. Pattern Recognit. Myeongkyun Kang, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
2024	J	`jnl`	Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets. Medical Image Anal. Soopil Kim, Heejung Park, Myeongkyun Kang, Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
2024	A*	`conf`	Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection. AAAI Soopil Kim, Sion An, Philip Chikontwe, Myeongkyun Kang, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
2024	—	`conf`	Low-Shot Prompt Tuning for Multiple Instance Learning Based Histology Classification. MICCAI (4) Philip Chikontwe, Myeongkyun Kang, Miguel Luna, Siwoo Nam, Sanghyun Park
2024	—	`conf`	Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification. MICCAI (11) Sion An, Myeongkyun Kang, Soopil Kim, Philip Chikontwe, Li Shen, Sang Hyun Park
2024	J	`jnl`	Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification. CoRR Sion An, Myeongkyun Kang, Soopil Kim, Philip Chikontwe, Li Shen, Sang Hyun Park
2024	J	`jnl`	Video domain adaptation for semantic segmentation using perceptual consistency matching. Neural Networks Ihsan Ullah, Sion An, Myeongkyun Kang, Philip Chikontwe, Hyunki Lee, Jinwoo Choi, Sanghyun Park
2023	J	`jnl`	Content preserving image translation with texture co-occurrence and spatial self-similarity for texture debiasing and domain adaptation. Neural Networks Myeongkyun Kang, Dong Kyu Won, Miguel Luna, Philip Chikontwe, Kyung Soo Hong, June Hong Ahn, Sanghyun Park
2023	J	`jnl`	Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection. CoRR Soopil Kim, Sion An, Philip Chikontwe, Myeongkyun Kang, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
2023	—	`conf`	One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model Adaptation. MICCAI (2) Myeongkyun Kang, Philip Chikontwe, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli-Mosabbeb, Kilian M. Pohl, Sanghyun Park
2023	J	`jnl`	Structure-preserving image translation for multi-source medical image domain adaptation. Pattern Recognit. Myeongkyun Kang, Philip Chikontwe, Dong Kyu Won, Miguel Luna, Sang Hyun Park
2022	J	`jnl`	Machine Learning-Aided Chronic Kidney Disease Diagnosis Based on Ultrasound Imaging Integrated with Computer-Extracted Measurable Features. J. Digit. Imaging Sangmi Lee, Myeongkyun Kang, Keunho Byeon, Sang Eun Lee, In Ho Lee, Young Ah Kim, Shin-Wook Kang, Jung Tak Park
2022	—	`conf`	Weakly-Supervised TILs Segmentation Based on Point Annotations Using Transfer Learning with Point Detector and Projected-Boundary Regressor. PRIME@MICCAI Siwoo Nam, Myeongkyun Kang, Dong Kyu Won, Philip Chikontwe, Byeong-Joo Noh, Heounjeong Go, Sanghyun Park
2021	J	`jnl`	Data Generation using Texture Co-occurrence and Spatial Self-Similarity for Debiasing. CoRR Myeongkyun Kang, Dong Kyu Won, Miguel Luna, Kyung Soo Hong, June Hong Ahn, Sang Hyun Park
2021	J	`jnl`	Dual attention multiple instance learning with unsupervised complementary loss for COVID-19 screening. Medical Image Anal. Philip Chikontwe, Miguel Luna, Myeongkyun Kang, Kyung Soo Hong, June Hong Ahn, Sang Hyun Park
2021	—	`conf`	Mixing-AdaSIN: Constructing a De-biased Dataset Using Adaptive Structural Instance Normalization and Texture Mixing. PRIME@MICCAI Myeongkyun Kang, Philip Chikontwe, Miguel Luna, Kyung Soo Hong, June Hong Ahn, Sang Hyun Park
2021	J	`jnl`	Mixing-AdaSIN: Constructing a de-biased dataset using Adaptive Structural Instance Normalization and texture Mixing. CoRR Myeongkyun Kang, Philip Chikontwe, Miguel Luna, Kyung Soo Hong, June Hong Ahn, Sang Hyun Park