Sumin Park

41 papers A* 3A 1C 2Journal 28Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs.
AAAI
Jeongwhan Choi, Seungjun Park, Sumin Park, Sung-Bae Cho, Noseong Park
2026 J jnl
FluoCLIP: Stain-Aware Focus Quality Assessment in Fluorescence Microscopy.
CoRR
Hyejin Park, Jiwon Yoon, Sumin Park, Suree Kim, Sinae Jang, Eunsoo Lee, Dongmin Kang, Dongbo Min
2026 A* conf
How Many Experts Are Enough? Towards Optimal Semantic Specialization for Mixture-of-Experts.
AAAI
Sumin Park, Noseong Park
2026 J jnl
RoboAlign: Learning Test-Time Reasoning for Language-Action Alignment in Vision-Language-Action Models.
CoRR
Dongyoung Kim, Sumin Park, Woomin Song, Seungku Kim, TaeYoung Kim, Huiwon Jang, Jinwoo Shin, Jaehyung Kim, Younggyo Seo
2025 J jnl
Adaptive Task Vectors for Large Language Models.
CoRR
Joonseong Kang, Soojeong Lee, Subeen Park, Sumin Park, Taero Kim, Jihee Kim, Ryunyi Lee, Kyungwoo Song
2025 J jnl
Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs.
CoRR
Jeongwhan Choi, Seungjun Park, Sumin Park, Sung-Bae Cho, Noseong Park
2025 J jnl
How Many Experts Are Enough? Towards Optimal Semantic Specialization for Mixture-of-Experts.
CoRR
Sumin Park, Noseong Park
2025 — conf
Mixed-Field Localization for Range-Angle Migration with Low Complexity in Automotive MIMO Radar Systems.
VTC2025-Spring
Gunhwi Moon, Jeong-Hoon Park, Sumin Park, Seong-Cheol Kim
2025 J jnl
Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics.
CoRR
Dongyoung Kim, Sumin Park, Huiwon Jang, Jinwoo Shin, Jaehyung Kim, Younggyo Seo
2025 J jnl
Robustness Comparison of Spatiotemporal Fusion Models With High Spatial Resolution Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Soyeon Park, Sumin Park, Yeseul Kim, Hyun-Ok Kim, Jong-Hwan Son, Taejung Kim, No-Wook Park
2024 C conf
High Resolution Land Application Approach Using Micosatellite Costellation(NEONSAT) in Korea.
IGARSS
Hyun-Ok Kim, Jong-Sung Ha, Seungtaek Jeong, Yeji Kim, Sumin Park, Han Oh
2024 — conf
Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition.
LREC/COLING
Sungjoo Byun, Jiseung Hong, Sumin Park, Dongjun Jang, Jean Seo, Minseok Kim, Chaeyoung Oh, Hyopil Shin
2024 J jnl
Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition.
CoRR
Sungjoo Byun, Jiseung Hong, Sumin Park, Dongjun Jang, Jean Seo, Minseok Kim, Chaeyoung Oh, Hyopil Shin
2024 J jnl
LoraMap: Harnessing the Power of LoRA Connections.
CoRR
Hyeryun Park, Jeongwon Kwak, Dongsuk Jang, Sumin Park, Jinwook Choi
2024 J jnl
Novel Water Probe for High-Frequency Focused Transducer Applied to Scanning Acoustic Microscopy System: Simulation and Experimental Investigation.
Sensors
Van Hiep Pham, Le Hai Tran, Jaeyeop Choi, Hoanh-Son Truong, Tan Hung Vo, Dinh Dat Vu, Sumin Park, Junghwan Oh
2024 A* conf
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring.
ICML
Jeongwhan Choi, Sumin Park, Hyowon Wi, Sung-Bae Cho, Noseong Park
2024 J jnl
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring.
CoRR
Jeongwhan Choi, Sumin Park, Hyowon Wi, Sung-Bae Cho, Noseong Park
2024 J jnl
Proleptic Temporal Ensemble for Improving the Speed of Robot Tasks Generated by Imitation Learning.
CoRR
Hyeonjun Park, Daegyu Lim, Seungyeon Kim, Sumin Park
2023 J jnl
Development of fast scanning module with a novel bubble solution applied to scanning acoustic microscopy system for industrial nondestructive inspection.
Expert Syst. Appl.
Van Hiep Pham, Tan Hung Vo, Dinh Dat Vu, Jaeyeop Choi, Sumin Park, Sudip Mondal, Byeong-il Lee, Junghwan Oh
2023 J jnl
Smart Low Level Laser Therapy System for Automatic Facial Dermatological Disorder Diagnosis.
IEEE J. Biomed. Health Informatics
Duc Tri Phan, Quoc-Bao Ta, Cao Duong Ly, Cong Hoan Nguyen, Sumin Park, Jaeyeop Choi, Hwi O. Se, Junghwan Oh
2022 J jnl
Design and Micro-Fabrication of Focused High-Frequency Needle Transducers for Medical Imaging.
Sensors
Thanh Phuoc Nguyen, Jaeyeop Choi, Van Tu Nguyen, Sudip Mondal, Ngoc Thang Bui, Dinh Dat Vu, Sumin Park, Junghwan Oh
2022 J jnl
Development of fast photoacoustic and ultrasound imaging system based on slider-crank scanner for small animals and humans study.
Expert Syst. Appl.
Van Hiep Pham, Van Tu Nguyen, Cao Duong Ly, Jaeyeop Choi, Sumin Park, Sudip Mondal, Tan Hung Vo, Hae Gyun Lim, Junghwan Oh
2022 J jnl
Enhanced precision of real-time control photothermal therapy using cost-effective infrared sensor array and artificial neural network.
Comput. Biol. Medicine
Duc Tri Phan, Van Nam Tran, Le Hai Tran, Sumin Park, Jaeyeop Choi, Hyun Wook Kang, Junghwan Oh
2022 J jnl
Noninvasive, Wearable Multi Biosensors for Continuous, Long-term Monitoring of Blood Pressure via Internet of Things Applications.
Comput. Electr. Eng.
Duc Tri Phan, Thi Tuong Vy Phan, Thanh-Canh Huynh, Sumin Park, Jaeyeop Choi, Junghwan Oh
2022 J jnl
Polygon-Based Random Tree Search Algorithm for a Size-Changing Robot.
IEEE Robotics Autom. Lett.
JangHo Bae, Sumin Park, Mark Yim, Taewon Seo
2022 A conf
Reinforcement Learning over Sentiment-Augmented Knowledge Graphs towards Accurate and Explainable Recommendation.
WSDM
Sung-Jun Park, Dong-Kyu Chae, Hong-Kyun Bae, Sumin Park, Sang-Wook Kim
2021 J jnl
A smart LED therapy device with an automatic facial acne vulgaris diagnosis based on deep learning and internet of things application.
Comput. Biol. Medicine
Duc Tri Phan, Quoc-Bao Ta, Thanh-Canh Huynh, Tan Hung Vo, Cong Hoan Nguyen, Sumin Park, Jaeyeop Choi, Junghwan Oh
2021 J jnl
Design of a nearly linear-phase IIR filter and JPEG compression ECG signal in real-time system.
Biomed. Signal Process. Control.
Ngoc Thang Bui, Thi My Tien Nguyen, Sumin Park, Jaeyeop Choi, Thi Mai Thien Vo, Yeon-hee Kang, Byung-Gak Kim, Junghwan Oh
2020 J jnl
Polygon-Based Random Tree Search Planning for Variable Geometry Truss Robot.
IEEE Robotics Autom. Lett.
Sumin Park, JangHo Bae, Seohyeon Lee, Mark Yim, JongWon Kim, Taewon Seo
2020 J jnl
Reconfiguration Solution of a Variable Topology Truss: Design and Experiment.
IEEE Robotics Autom. Lett.
Eugene Park, JangHo Bae, Sumin Park, JongWon Kim, Mark Yim, Taewon Seo
2020 — conf
SIMVA-SoS: Simulation-based Verification and Analysis for System-of-Systems.
SoSE
Sumin Park, Yong-Jun Shin, Sangwon Hyun, Doo-Hwan Bae
2020 J jnl
Short-Term Forecasting of Satellite-Based Drought Indices Using Their Temporal Patterns and Numerical Model Output.
Remote. Sens.
Sumin Park, Jungho Im, Daehyeon Han, Jinyoung Rhee
2019 — conf
A simulation-based behavior analysis for MCI response system of systems.
SESoS/WDES
Sumin Park, Zelalem Mihret, Doo-Hwan Bae
2019 J jnl
Optimization-Based Nonimpact Rolling Locomotion of a Variable Geometry Truss.
IEEE Robotics Autom. Lett.
Sumin Park, Eugene Park, Mark Yim, JongWon Kim, Taewon Seo
2019 — conf
Vertical COM Motion Generation to Reduce Slipping and Mechanical Work during Walking.
Humanoids
Sumin Park, Jaeheung Park
2018 — conf
A Meta-Model for Representing System-of-Systems Ontologies.
SESoS
Young Min Baek, Jiyoung Song, Yong-Jun Shin, Sumin Park, Doo-Hwan Bae
2018 J jnl
Icing Detection over East Asia from Geostationary Satellite Data Using Machine Learning Approaches.
Remote. Sens.
Seongmun Sim, Jungho Im, Sumin Park, Haemi Park, Myoung Hwan Ahn, Pak Wai Chan
2018 — conf
Variable Topology Truss: Hardware Overview, Reconfiguration Planning and Locomotion.
UR
Seongjae Jeong, Byungheon Kim, Sumin Park, Eugene Park, Alexander Spinos, Devin Carroll, Thulani Tsabedze, Yulai Weng, Taewon Seo, Mark Yim, Frank C. Park, JongWon Kim
2017 J jnl
Team SNU's Control Strategies for Enhancing a Robot's Capability: Lessons from the 2015 DARPA Robotics Challenge Finals.
J. Field Robotics
Sanghyun Kim, Mingon Kim, Jimin Lee, Soonwook Hwang, Joonbo Chae, Beomyeong Park, Hyunbum Cho, Jaehoon Sim, Jaesug Jung, Hosang Lee, Seho Shin, Minsung Kim, Wonje Choi, Yisoo Lee, Sumin Park, Jiyong Oh, Yongjin Lee, Sangkuk Lee, Myunggi Lee, Sangyup Yi, Kyong-Sok K. C. Chang, Nojun Kwak, Jaeheung Park
2015 C conf
AMSR2 soil moisture downscaling using multisensor products through machine learning approach.
IGARSS
Seonyoung Park, Jungho Im, Sumin Park, Jinyoung Rhee
2013 J jnl
Feasibility Study of Gait Recognition Using Points in Three-Dimensional Space.
Int. J. Fuzzy Log. Intell. Syst.
Minsung Kim, Mingon Kim, Sumin Park, Junghoon Kwon, Jaeheung Park