Kanghyun Ryu - RankMe

23 papers A* 2A 1B 1Journal 14Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Regional-aware and sequence-informed multi-decoder network for robust brain glioma segmentation in multi-parametric MRI. Comput. Biol. Medicine Abbas Mohamed Rezk, Abdulkhalek Al-Fakih, Abdullah Shazly, Vivek Kumar Singh, Yun Hwa Roh, Kanghyun Ryu, Mohammed A. Al-masni
2025	J	`jnl`	CRAFT: Coaching Reinforcement Learning Autonomously using Foundation Models for Multi-Robot Coordination Tasks. CoRR Seoyeon Choi, Kanghyun Ryu, Jonghoon Ock, Negar Mehr
2025	J	`jnl`	CoMed-SAM: Collaborative Medical SAM for Multi-Modality Image Segmentation. IEEE Access Minkyu Kim, Kanghyun Ryu, Yoseob Han
2025	A*	`conf`	CurricuLLM: Automatic Task Curricula Design for Learning Complex Robot Skills Using Large Language Models. ICRA Kanghyun Ryu, Qiayuan Liao, Zhongyu Li, Payam Delgosha, Koushil Sreenath, Negar Mehr
2025	J	`jnl`	DDAT: Diffusion Policies Enforcing Dynamically Admissible Robot Trajectories. CoRR Jean-Baptiste Bouvier, Kanghyun Ryu, Kartik Nagpal, Qiayuan Liao, Koushil Sreenath, Negar Mehr
2025	—	`conf`	IANN-MPPI: Interaction-Aware Neural Network-Enhanced Model Predictive Path Integral Approach for Autonomous Driving. ITSC Kanghyun Ryu, Minjun Sung, Piyush Gupta, Jovin D'sa, Faizan M. Tariq, David Isele, Sangjae Bae
2025	J	`jnl`	IANN-MPPI: Interaction-Aware Neural Network-Enhanced Model Predictive Path Integral Approach for Autonomous Driving. CoRR Kanghyun Ryu, Minjun Sung, Piyush Gupta, Jovin D'sa, Faizan M. Tariq, David Isele, Sangjae Bae
2025	A	`conf`	Improving Pelvic MR-CT Image Alignment with Self-Supervised Reference-Augmented Pseudo-CT Generation Framework. WACV Daniel Kim, Mohammed A. Al-masni, Jaehun Lee, Dong-Hyun Kim, Kanghyun Ryu
2025	J	`jnl`	Learning robust brain tumor segmentation under label corruption and data scarcity. Eng. Appl. Artif. Intell. Abdulkhalek Al-Fakih, Abbas Mohamed Rezk, Abdullah Shazly, Kanghyun Ryu, Mohammed A. Al-masni
2025	J	`jnl`	MRI Retrospective Respiratory Gating and Cardiac Sensing by CW Doppler Radar: A Feasibility Study. IEEE Trans. Biomed. Eng. Wonje Lee, Kanghyun Ryu, Zhitao Li, Julio Oscanoa, Yuxin Wu, Fraser Robb, Shreyas Vasanawala, John M. Pauly, Greig C. Scott
2025	J	`jnl`	Meta-learning guidance for robust medical image synthesis: Addressing the real-world misalignment and corruptions. Comput. Medical Imaging Graph. Jaehun Lee, Daniel Kim, Taehun Kim, Mohammed A. Al-masni, Yoseob Han, Dong-Hyun Kim, Kanghyun Ryu
2025	—	`conf`	Overcoming Data Scarcity: Brain Tumor Segmentation in Pediatric and African Populations. DEMI@MICCAI Abdulkhalek Al-Fakih, Abbas Mohamed Rezk, Abdullah Shazly, Kanghyun Ryu, Mohammed A. Al-masni
2025	—	`conf`	Robust Glioblastoma Segmentation Across Multi-modal MRI: A Study on BraTS 2025 Challenge, Task 5 (Sub-Saharan Africa). BraTS-Lighthouse/AIMS-TBI@MICCAI (1) Abbas Mohamed Rezk, Abdulkhalek Al-Fakih, Abdullah Shazly, Kanghyun Ryu, Mohammed A. Al-masni
2025	J	`jnl`	SSTRAC: Skeleton-Based Dual-Stream Spatio-Temporal Transformer for Repetitive Action Counting in Videos. IEEE Access Jungjun Lim, Donghoon Kang, Kanghyun Ryu, Je Hyeong Hong
2024	J	`jnl`	Adaptive Teaching in Heterogeneous Agents: Balancing Surprise in Sparse Reward Scenarios. CoRR Emma Clark, Kanghyun Ryu, Negar Mehr
2024	—	`conf`	Adaptive teaching in heterogeneous agents: Balancing surprise in sparse reward scenarios. L4DC Emma Clark, Kanghyun Ryu, Negar Mehr
2024	J	`jnl`	CurricuLLM: Automatic Task Curricula Design for Learning Complex Robot Skills using Large Language Models. CoRR Kanghyun Ryu, Qiayuan Liao, Zhongyu Li, Koushil Sreenath, Negar Mehr
2024	A*	`conf`	Integrating Predictive Motion Uncertainties with Distributionally Robust Risk-Aware Control for Safe Robot Navigation in Crowds. ICRA Kanghyun Ryu, Negar Mehr
2024	J	`jnl`	Integrating Predictive Motion Uncertainties with Distributionally Robust Risk-Aware Control for Safe Robot Navigation in Crowds. CoRR Kanghyun Ryu, Negar Mehr
2024	J	`jnl`	Risk-Sensitive Orbital Debris Collision Avoidance using Distributionally Robust Chance Constraints. CoRR Kanghyun Ryu, Jean-Baptiste Bouvier, Shazaib Lalani, Siegfried Eggl, Negar Mehr
2023	B	`conf`	Diffusion Probabilistic Models-based Noise Reduction for Enhancing the Quality of Medical Images. RO-MAN Jae-Hun Lee, Yoonho Nam, Dong-Hyun Kim, Kanghyun Ryu
2021	—	`conf`	K-space refinement in deep learning MR reconstruction via regularizing scan specific SPIRiT-based self consistency. ICCVW Kanghyun Ryu, Cagan Alkan, Chanyeol Choi, Ikbeom Jang, Shreyas Vasanawala
2020	J	`jnl`	Stenosis Detection From Time-of-Flight Magnetic Resonance Angiography via Deep Learning 3D Squeeze and Excitation Residual Networks. IEEE Access Hunjin Chung, Koung Mi Kang, Mohammed A. Al-masni, Chul-Ho Sohn, Yoonho Nam, Kanghyun Ryu, Dong-Hyun Kim