Sumin Lee

73 papers A* 6A 2B 1C 3Misc 2Journal 46Unranked 13
YearRankTypeTitle / Venue / Authors
2026 A* conf
Generalizable Slum Detection from Satellite Imagery with Mixture-of-Experts.
AAAI
Sumin Lee, Sungwon Park, Jeasurk Yang, Jihee Kim, Meeyoung Cha
2026 — conf
ORCA: ORchestrating Causal Agent.
CHI Extended Abstracts
Joanie Hayoun Chung, Sumin Lee, Sungbin Lim
2025 — conf
An Efficient Homomorphic Encryption Technique for Privacy-Preserving Machine Learning Inference.
ICECET
Sumin Lee, Jaeky Oh, Byoungwoo Yoon, Min-Wook Jeong, Jongho Shin
2025 J jnl
Confidence-linked and uncertainty-based staged framework for phenotype validation using large language models.
J. Am. Medical Informatics Assoc.
Sumin Lee, Hyeok-Hee Lee, Hokyou Lee, Kyu Sun Yum, Jang-Hyun Baek, Jaewon Khil, Jaeyong Lee, Sojung Shin, Minsung Cho, Na Yeon Ahn, Seng Chan You, Hyeon Chang Kim
2025 J jnl
Dual-Input Stacked Inverter-Based Single-Ended DRAM Sense Amplifier Using BL Switches for Low-Power High-Speed Sensing.
IEEE J. Solid State Circuits
Sehee Lim, In Jun Jung, Gi Seok Kim, Dong Han Ko, Sumin Lee, Seong-Ook Jung
2025 J jnl
Finance and Market Concentration Using Agent-Based Modeling: Evidence from South Korea.
J. Artif. Soc. Soc. Simul.
Yunkyeong Seo, Zeynep Altiner, Sumin Lee, Il-Chul Moon, Tae-Sub Yun
2025 J jnl
Generalizable Slum Detection from Satellite Imagery with Mixture-of-Experts.
CoRR
Sumin Lee, Sungwon Park, Jeasurk Yang, Jihee Kim, Meeyoung Cha
2025 J jnl
Geometric Embedding Alignment via Curvature Matching in Transfer Learning.
CoRR
Sung Moon Ko, Jaewan Lee, Sumin Lee, Soorin Yim, Kyunghoon Bae, Sehui Han
2025 — conf
LLM-Driven Socio-Economic Estimation for Visegrád Countries.
GoodIT
DongHyun Ahn, Sumin Lee, Donggyu Lee, Jungwon Kim, Sungwon Han, Seungeon Lee, Younhyung Chae, Jihee Kim, Meeyoung Cha
2025 J jnl
Learning Multidimensional Urban Poverty Representation with Satellite Imagery.
CoRR
Sungwon Park, Sumin Lee, Jihee Kim, Jae-Gil Lee, Meeyoung Cha, Jeasurk Yang, DongHyun Ahn
2025 J jnl
Modality mixer exploiting complementary information for multi-modal action recognition.
Comput. Vis. Image Underst.
Sumin Lee, Sangmin Woo, Muhammad Adi Nugroho, Changick Kim
2025 J jnl
ModuLoop: Low-Level Code Generation Using Modular Synthesizer and Closed-Loop Debugger for Robotic Control.
IEEE Robotics Autom. Lett.
Gina Yoon, Sumin Lee, Joo Yong Sim
2025 J jnl
Modular Mechanism Design Optimization in Large-Scale Systems with Manufacturing Cost Considerations.
CoRR
Sumin Lee, Namwoo Kang
2025 J jnl
Multi-objective generative design framework and realization for quasi-serial manipulator: Considering kinematic and dynamic performance.
Eng. Appl. Artif. Intell.
Sumin Lee, Sunwoong Yang, Namwoo Kang
2025 J jnl
ORCA: ORchestrating Causal Agent.
CoRR
Joanie Hayoun Chung, Chaemyung Lim, Sumin Lee, Songseong Kim, Sungbin Lim
2025 J jnl
RecSal-Net: Recursive Saliency Network for video saliency prediction.
Neurocomputing
Chaeeun Woo, Sumin Lee, Soo Min Park, Byung Hyung Kim
2025 J jnl
Score-informed Neural Operator for Enhancing Ordering-based Causal Discovery.
CoRR
Jiyeon Kang, Songseong Kim, Chanhui Lee, Doyeong Hwang, Joanie Hayoun Chung, Yunkyung Ko, Sumin Lee, Sungwoong Kim, Sungbin Lim
2025 — conf
Slum Detection Beyond Labels: A Decade of Poverty Mapping Using Satellite Imagery and Minimal Ground Truth Data.
GoodIT
Sumin Lee, Sungwon Park, Jeasurk Yang, Dongman Lee, Jihee Kim, Meeyoung Cha
2025 — conf
Towards Consistent and Robust Slum Detection Using Multi-year Satellite Data.
JURSE
Jeasurk Yang, Sumin Lee, Sungwon Park, DongHyun Ahn, Meeyoung Cha
2025 J jnl
Towards a Generalizable AI for Materials Discovery: Validation through Immersion Coolant Screening.
CoRR
Hyunseung Kim, Dae-Woong Jeong, Changyoung Park, Won-Ji Lee, Ha-Eun Lee, Ji-Hye Lee, Rodrigo Hormazabal, Sung Moon Ko, Sumin Lee, Soorin Yim, Chanhui Lee, Sehui Han, Sang-Ho Cha, Woohyung Lim
2025 — conf
Tracking Economic Disparities in North Korea: Satellite Imagery Analysis Using AI with Policy Insights.
GoodIT
Sumin Lee, Hyoshin Kim, DongHyun Ahn, Donggyu Lee, Jungwon Kim, Hyeok Yun, Chaemin Jang, WoonChul Jung, Dongman Lee, Meeyoung Cha, Jihee Kim
2025 A* conf
Trajectory-Class-Aware Multi-Agent Reinforcement Learning.
ICLR
Hyungho Na, Kwanghyeon Lee, Sumin Lee, Il-Chul Moon
2025 J jnl
Trajectory-Class-Aware Multi-Agent Reinforcement Learning.
CoRR
Hyungho Na, Kwanghyeon Lee, Sumin Lee, Il-Chul Moon
2024 J jnl
A CNN-Based Super-Resolution Processor With Short-Term Caching for Real-Time UHD Upscaling.
IEEE Trans. Circuits Syst. I Regul. Pap.
Hong Keun Ahn, Sumin Lee, Seong-Ook Jung
2024 J jnl
Deep Generative Model-based Synthesis of Four-bar Linkage Mechanisms with Target Conditions.
CoRR
Sumin Lee, Jihoon Kim, Namwoo Kang
2024 J jnl
Deep generative model-based synthesis framework of four-bar linkage mechanisms with target conditions.
J. Comput. Des. Eng.
Sumin Lee, Jihoon Kim, Namwoo Kang
2024 — conf
Flow-Assisted Motion Learning Network for Weakly-Supervised Group Activity Recognition.
ECCV (48)
Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee, Jinyoung Park, Yooseung Wang, Donguk Kim, Changick Kim
2024 J jnl
Flow-Assisted Motion Learning Network for Weakly-Supervised Group Activity Recognition.
CoRR
Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee, Jinyoung Park, Yooseung Wang, Donguk Kim, Changick Kim
2024 A* conf
Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks.
ICLR
Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Woohyung Lim, Sehui Han
2024 J jnl
Multi-objective Generative Design Framework and Realization for Quasi-serial Manipulator: Considering Kinematic and Dynamic Performance.
CoRR
Sumin Lee, Sunwoong Yang, Namwoo Kang
2024 J jnl
Multitask Extension of Geometrically Aligned Transfer Encoder.
CoRR
Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Hyunseung Kim, Chanhui Lee, Soorin Yim, Sehui Han
2024 J jnl
Poverty mapping in Mongolia with AI-based Ger detection reveals urban slums persist after the COVID-19 pandemic.
CoRR
Jeasurk Yang, Sumin Lee, Sungwon Park, Minjun Lee, Meeyoung Cha
2024 J jnl
Scalable Multi-Task Transfer Learning for Molecular Property Prediction.
CoRR
Chanhui Lee, Dae-Woong Jeong, Sung Moon Ko, Sumin Lee, Hyunseung Kim, Soorin Yim, Sehui Han, Sungwoong Kim, Sungbin Lim
2024 A conf
Sketch-based Video Object Localization.
WACV
Sangmin Woo, So-Yeong Jeon, Jinyoung Park, Minji Son, Sumin Lee, Changick Kim
2024 — conf
Spatio-Temporal Proximity-Aware Dual-Path Model for Panoramic Activity Recognition.
ECCV (8)
Sumin Lee, Yooseung Wang, Sangmin Woo, Changick Kim
2024 J jnl
Spatio-Temporal Proximity-Aware Dual-Path Model for Panoramic Activity Recognition.
CoRR
Sumin Lee, Yooseung Wang, Sangmin Woo, Changick Kim
2024 J jnl
Task Addition in Multi-Task Learning by Geometrical Alignment.
CoRR
Soorin Yim, Dae-Woong Jeong, Sung Moon Ko, Sumin Lee, Hyunseung Kim, Chanhui Lee, Sehui Han
2024 J jnl
Vehicle Suspension Recommendation System: Multi-Fidelity Neural Network-based Mechanism Design Optimization.
CoRR
Sumin Lee, Namwoo Kang
2023 C conf
AHFu-Net: Align, Hallucinate, and Fuse Network for Missing Multimodal Action Recognition.
VCIP
Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee, Changick Kim
2023 J jnl
ArkDTA: attention regularization guided by non-covalent interactions for explainable drug-target binding affinity prediction.
Bioinform.
Mogan Gim, Junseok Choe, Seungheun Baek, Jueon Park, Chaeeun Lee, Minjae Ju, Sumin Lee, Jaewoo Kang
2023 A* conf
Audio-Visual Glance Network for Efficient Video Recognition.
ICCV
Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee, Changick Kim
2023 J jnl
Audio-Visual Glance Network for Efficient Video Recognition.
CoRR
Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee, Changick Kim
2023 J jnl
Cross-modal alignment and translation for missing modality action recognition.
Comput. Vis. Image Underst.
Yeonju Park, Sangmin Woo, Sumin Lee, Muhammad Adi Nugroho, Changick Kim
2023 Misc conf
Detecting Suspicious Conditional Statement using App Execution Log.
SAC
Sumin Lee, Minho Park, Jiman Hong
2023 J jnl
Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks.
CoRR
Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Woohyung Lim, Sehui Han
2023 J jnl
Learning to Discriminate Information for Online Action Detection: Analysis and Application.
IEEE Trans. Pattern Anal. Mach. Intell.
Sumin Lee, Hyunjun Eun, Jinyoung Moon, Seokeon Choi, Yoonhyung Kim, Chanho Jung, Changick Kim
2023 J jnl
Modality Mixer Exploiting Complementary Information for Multi-modal Action Recognition.
CoRR
Sumin Lee, Sangmin Woo, Muhammad Adi Nugroho, Changick Kim
2023 A conf
Modality Mixer for Multi-modal Action Recognition.
WACV
Sumin Lee, Sangmin Woo, Yeonju Park, Muhammad Adi Nugroho, Changick Kim
2023 C conf
Multi-modal Social Group Activity Recognition in Panoramic Scene.
VCIP
Donguk Kim, Sumin Lee, Sangmin Woo, Jinyoung Park, Muhammad Adi Nugroho, Changick Kim
2023 — conf
Refining Packet Collision Check in Resource Allocation for NR Sidelink Mode 2.
VTC2023-Spring
Sumin Lee, Hyungjoon Shin, Hyogon Kim
2023 C conf
Reinforcement Learning for Supply Chain Attacks Against Frequency and Voltage Control.
ICMLA
Amr S. Mohamed, Sumin Lee, Deepa Kundur
2023 J jnl
Reinforcement Learning for Supply Chain Attacks Against Frequency and Voltage Control.
CoRR
Amr S. Mohamed, Sumin Lee, Deepa Kundur
2023 J jnl
Sketch-based Video Object Localization.
CoRR
Sangmin Woo, So-Yeong Jeon, Jinyoung Park, Minji Son, Sumin Lee, Changick Kim
2023 A* conf
Towards Good Practices for Missing Modality Robust Action Recognition.
AAAI
Sangmin Woo, Sumin Lee, Yeonju Park, Muhammad Adi Nugroho, Changick Kim
2022 J jnl
Accurate, reliable and interpretable solubility prediction of druglike molecules with attention pooling and Bayesian learning.
CoRR
Seongok Ryu, Sumin Lee
2022 B conf
DAT: Domain Adaptive Transformer for Domain Adaptive Semantic Segmentation.
ICIP
Jinyoung Park, Minseok Son, Sumin Lee, Changick Kim
2022 J jnl
Explore and Match: End-to-End Video Grounding with Transformer.
CoRR
Sangmin Woo, Jinyoung Park, Inyong Koo, Sumin Lee, Minki Jeong, Changick Kim
2022 — conf
Improved Binding Affinity Prediction Using Non-Covalent Interactions and Graph Integration.
BigComp
Junseok Choe, Keonwoo Kim, Minjae Ju, Sumin Lee, Jaewoo Kang
2022 J jnl
Modality Mixer for Multi-modal Action Recognition.
CoRR
Sumin Lee, Sangmin Woo, Yeonju Park, Muhammad Adi Nugroho, Changick Kim
2022 J jnl
On Cryptographic Parameters of Permutation Polynomials of the form
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Jaeseong Jeong, Chang Heon Kim, Namhun Koo, Soonhak Kwon, Sumin Lee
2022 Misc conf
R&R tool for Android applications hiding malicious features.
SAC
Jusuk Lee, Ajung Kim, Sumin Lee, Jiman Hong
2022 — conf
SIF-NPU: A 28nm 3.48 TOPS/W 0.25 TOPS/mm
ESSCIRC
Sumin Lee, Ki-Beom Lee, Sunghwan Joo, Hong Keun Ahn, Junghyup Lee, Dohyung Kim, Bumsub Ham, Seong-Ook Jung
2022 J jnl
Towards Good Practices for Missing Modality Robust Action Recognition.
CoRR
Sangmin Woo, Sumin Lee, Yeonju Park, Muhammad Adi Nugroho, Changick Kim
2021 — conf
CNN encryption using XOR Gate for Hardware Optimization.
ISOCC
Ki Beom Lee, Sumin Lee, Sunghwan Joo, Hong Keun Ahn, Young Seok Jung, Seong-Ook Jung
2021 J jnl
Learning to Discriminate Information for Online Action Detection: Analysis and Application.
CoRR
Sumin Lee, Hyunjun Eun, Jinyoung Moon, Seokeon Choi, Yoonhyung Kim, Chanho Jung, Changick Kim
2020 J jnl
CNN Acceleration With Hardware-Efficient Dataflow for Super-Resolution.
IEEE Access
Sumin Lee, Sunghwan Jo, Hong Keun Ahn, Seong-Ook Jung
2020 A* conf
Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification.
CVPR
Seokeon Choi, Sumin Lee, Youngeun Kim, Taekyung Kim, Changick Kim
2020 J jnl
SRG: Snippet Relatedness-Based Temporal Action Proposal Generator.
IEEE Trans. Circuits Syst. Video Technol.
Hyunjun Eun, Sumin Lee, Jinyoung Moon, Jongyoul Park, Chanho Jung, Changick Kim
2019 — conf
A Global-Local Embedding Module for Fashion Landmark Detection.
ICCV Workshops
Sumin Lee, Sungchan Oh, Chanho Jung, Changick Kim
2019 J jnl
A Global-Local Emebdding Module for Fashion Landmark Detection.
CoRR
Sumin Lee, Sungchan Oh, Chanho Jung, Changick Kim
2019 J jnl
Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification.
CoRR
Seokeon Choi, Sumin Lee, Youngeun Kim, Taekyung Kim, Changick Kim
2019 J jnl
On cryptographic parameters of permutation polynomials of the form x
IACR Cryptol. ePrint Arch.
Jaeseong Jeong, Chang Heon Kim, Namhun Koo, Soonhak Kwon, Sumin Lee
2019 J jnl
SRG: Snippet Relatedness-based Temporal Action Proposal Generator.
CoRR
Hyunjun Eun, Sumin Lee, Jinyoung Moon, Jongyoul Park, Chanho Jung, Changick Kim