Explore research labs at leading universities worldwide — research fields and key papers at a glance.
Professor Dong Jun Han's research lab specializes in edge artificial intelligence and federated learning, focusing on designing efficient, privacy-preserving, and scalable machine learning systems for resource-constrained wireless networks. The lab explores innovative architectures—such as split learning and cooperative satellite-ground FL—that balance model personalization and generalization while minimizing communication and computational overhead. Key research directions include secure and low-complexity federated learning, reliable wireless edge computing under unreliable channels, and integrating satellite and terrestrial networks for intelligent services in remote areas.
Professor Konhee Kim's research lab focuses on improving healthcare outcomes through person-centered, psychosocial, and behavioral health interventions, particularly in aging populations and chronic illness management. The lab investigates key factors influencing quality of life, mental health, and patient-centered care in older adults, individuals with psoriasis, and nursing students. Central themes include self-directed learning, emotional intelligence, resilience, and ageism in healthcare settings, with an emphasis on developing evidence-based nursing interventions.
Professor Tae Shik Kim's research lab specializes in advancing sustainable energy technologies and occupational health. The lab focuses on developing high-performance thermoelectric materials—particularly doped SnSe compounds—through data-driven approaches to enhance energy efficiency and reduce environmental impact. Concurrently, the lab investigates the mental and physical health impacts of occupational factors such as long working hours and high computer use, aiming to inform public health policies and workplace guidelines. This dual focus bridges materials science and population health to address global challenges in energy sustainability and worker well-being.
Professor Sang-Woon Min's research lab specializes in software engineering and civil infrastructure systems, with a focus on systematic process modeling, software reengineering, and risk management in tunneling and construction projects. The lab develops formal methods for process standardization and verification using activity-artifact graphs (AAG), and applies advanced analytical techniques such as Fault Tree Analysis (FTA) and Analytic Hierarchy Process (AHP) to assess risks in shield TBM (Tunnel Boring Machine) tunneling. The lab also emphasizes the integration of reverse and forward engineering in object-oriented rearchitecting to modernize legacy systems and improve system evolvability. These interdisciplinary efforts bridge software engineering methodologies with civil engineering applications, particularly in infrastructure safety and project management.
Professor Kitae Kim's research lab specializes in interdisciplinary research at the intersection of materials science, artificial intelligence, and cultural psychology. The lab explores novel physical unclonable functions (PUFs) based on optically anisotropic materials for next-generation hardware security, while also pioneering programmable surface patterning using mechanical instabilities for applications in smart optics and imaging. Additionally, the lab investigates the integration of deep learning into business analytics and the cultural dimensions of individualism and collectivism in organizational settings, particularly in East Asian and multinational work environments. These diverse yet interconnected research directions reflect a strong focus on innovation in secure computing, intelligent systems, and socio-technical adaptation.
Professor Jong Eun Park's research lab focuses on translational biomedical research with a strong emphasis on neurodegenerative diseases, cardiovascular disorders, and genetic conditions. The lab investigates the pathophysiology and genetic underpinnings of Alzheimer’s disease, spinal muscular atrophy, and inherited retinal diseases, while also exploring innovative diagnostic tools such as AI-enhanced electrocardiography. A key direction involves identifying genetic variants and biomarkers associated with complex traits and rare diseases, particularly in East Asian populations. The lab integrates clinical research with molecular genetics and bioinformatics to support precision medicine and population-based screening strategies.
Professor Sun-Hong Kwon's research lab specializes in health economics, pharmacoeconomics, and health technology assessment, with a strong focus on evidence synthesis through systematic reviews and network meta-analyses. The lab conducts rigorous economic evaluations of medical interventions—particularly in ophthalmology, tuberculosis, and rare diseases like transthyretin cardiac amyloidosis—while integrating patient-reported outcomes and quality-of-life metrics. It also pioneers the application of multi-criteria decision analysis (MCDA) to support transparent and stakeholder-informed healthcare decision-making. The lab’s work bridges clinical outcomes with health policy, emphasizing cost-effectiveness, equity, and real-world health burden assessment.
Professor Jeong Yoo-kyung's research lab specializes in advanced semiconductor technology and biomedical applications, with a strong focus on next-generation logic devices for low-power, high-performance electronics and neuroprotective strategies in neurological disorders. The lab pioneers innovations in FinFET-based 10nm CMOS technology, emphasizing gate stack engineering, contact resistance optimization, and process integration for improved device performance. In parallel, the lab investigates pharmacological interventions—such as duloxetine and ROS scavengers—for treating chemotherapy-induced neuropathy and intracerebral hemorrhage, highlighting translational neuroscience and drug mechanism studies. The integration of materials science, device engineering, and clinical neurology defines the lab’s interdisciplinary approach.
Professor Myung-Ho Seon's research lab specializes in advanced control systems and intelligent vehicle technologies, focusing on model predictive control, path planning, and powertrain optimization for autonomous and low-emission vehicles. The lab develops data-driven and model-based methodologies—such as LSTM-based speed prediction, PH cubic curve path smoothing, and sliding mode observers—for enhancing vehicle dynamics, fuel efficiency, and emissions control. Key research directions include real-time control of engine systems (e.g., common-rail injection, VVT), sensor-based combustion monitoring, and integration of intelligent algorithms for safe and efficient autonomous driving. The lab combines theoretical modeling, simulation, and experimental validation using test benches and real-time hardware-in-the-loop systems.
Professor Jae-Sung Kim's research lab focuses on virology, particularly the molecular characterization and evolutionary dynamics of viral pathogens such as SARS-CoV-2 and parvoviruses. The lab investigates viral antigenicity, immunogenicity, and host-pathogen interactions through phylogenetic and gene expression analyses. Additionally, the lab explores translational health interventions, including lifestyle programs for office workers, and contributes to clinical oncology research, especially in optimizing chemoradiotherapy regimens for rectal cancer. The integration of molecular virology, systems biology, and health promotion strategies defines the lab’s interdisciplinary approach.
Professor Chang Kyu Sung's research lab specializes in medical imaging and interventional radiology, focusing on improving diagnostic accuracy in renal diseases through advanced imaging techniques such as CT and Doppler ultrasound. The lab investigates vascular hemodynamics, tumor characterization (particularly angiomyolipoma and renal cell carcinoma), and image-guided ablation therapies like irreversible electroporation. It also explores multimodal molecular imaging agents for stem cell tracking, combining MRI and optical imaging for enhanced visualization. The lab emphasizes the clinical translation of imaging biomarkers and computational models to optimize patient outcomes.
Professor Ye Seul Yang's research lab focuses on the tumor microenvironment, particularly the molecular mechanisms governing tumor angiogenesis, cancer metabolism, and therapy resistance. The lab investigates transcriptional regulators like Sox17 in tumor endothelial cells, explores metabolic reprogramming in cancer-associated fibroblasts, and examines the impact of hypoxia and nutrient stress on cancer progression. A key emphasis is on understanding drug resistance mechanisms in cancers such as malignant mesothelioma and lung adenocarcinoma, with translational applications in diabetes and oncology. The lab integrates preclinical models with clinical data to identify novel therapeutic targets and improve patient outcomes.
Professor Dong Youp Suh's research lab specializes in toric topology and related areas of algebraic and differential topology, focusing on the classification and rigidity of toric manifolds, quasitoric manifolds, and small covers. The lab investigates the topological and combinatorial structures underlying these manifolds, particularly through the lens of orbit spaces, cohomology rings, and group actions on manifolds with specific symmetry properties. A central theme is understanding when topological invariants, such as cohomology rings or Betti numbers, determine the diffeomorphism or homeomorphism type of such spaces, especially in the context of generalized Bott towers and products of simplices as orbit spaces.
Professor Eun-Gab Kim's research lab specializes in stochastic optimization and dynamic control in manufacturing and supply chain systems, with a focus on integrated production-inventory management under uncertainty. The lab investigates optimal scheduling, admission control, and capacity allocation in multi-class, make-to-order and make-to-stock environments, emphasizing real-time decision-making under constraints such as finite buffers, setup times, and customer rejection costs. Using Markov decision processes and advanced dynamic programming algorithms, the lab develops structured policies and computationally efficient heuristics for complex systems with large state spaces. The work bridges theoretical insights with practical applications in supply chain coordination and operational efficiency.
Professor Im Miyeon's research lab specializes in inquiry-based science education, place-based learning, and socio-scientific issues (SSI) instruction, with a strong focus on fostering students' literacy, environmental identity, and ethical decision-making in science. The lab explores how students engage with science through meaningful, context-rich experiences—such as school botanical gardens, conservation education programs, and real-world science controversies—while developing critical thinking and relational understandings of nature and society. Research also centers on marginalized youth, including North Korean defector adolescents, examining how social spaces and life narratives shape career identity and agency.
Professor Bodae Kwon's research lab specializes in modern Korean intellectual and cultural history, with a focus on the evolution of political ideologies such as neutrality, democracy, and nationalism in the 20th century. The lab explores the interplay between individual subjectivity, social movements, and state formation, particularly in the contexts of post-liberation Korea, the Korean War, and the 1960s democratization movements. It also investigates literary and philosophical discourses as sites of ideological contestation, especially how concepts like 'freedom,' 'the people,' and 'the nation' were reimagined in literature and public discourse. The lab emphasizes interdisciplinary approaches, combining historical analysis with literary criticism and cultural theory to uncover the unconscious structures shaping Korea’s political imagination.
Professor Hye Na Jeong's research lab specializes in diagnostic radiology, with a focus on advancing medical imaging techniques for improved detection and characterization of various diseases. The lab investigates innovative applications of ultrasound elastography, computed tomography, and magnetic resonance imaging to enhance the diagnosis of pulmonary, gynecological, and breast pathologies. Key research directions include optimizing low-dose imaging protocols, evaluating tissue stiffness with shear wave elastography, and understanding the hemodynamic and pathological features of vascular malformations and malignancies.
Professor Minhee Park's research lab focuses on the three-dimensional organization of the genome and its functional implications in gene regulation and disease. Using advanced imaging and epigenome engineering technologies—particularly Optical Reconstruction of Chromatin Architecture (ORCA)—the lab investigates how chromatin topology, mediated by proteins like CTCF and cohesin, controls gene expression across genomic distances. The lab also explores synthetic biology approaches to dissect transcriptional synergy and develops innovative tools for epigenome editing to probe and manipulate chromatin function.
Professor Kwoneel Kim's research lab specializes in integrative multi-omics and systems biology approaches to decipher the molecular mechanisms underlying cancer progression and therapeutic resistance. The lab focuses on epigenetic regulation, particularly DNA methylation and chromatin dynamics, in gastrointestinal and lung cancers, while also developing computational tools for predicting neoantigen presentation and immunotherapy response. Their work bridges genomics, epigenomics, and immunogenomics to uncover actionable biomarkers and regulatory networks in complex diseases. The lab emphasizes translational applications through patient-derived data integration and high-throughput functional genomics.
Professor Yong-Hoon Kwon's research lab specializes in synthetic organic chemistry, with a strong focus on the total synthesis of complex natural products and the development of innovative catalytic transformations. The lab is particularly known for its work on bioactive marine macrolides and antibiotics, where stereocontrol and strategic bond formation are central to establishing correct structures. Recent efforts have also targeted viral enzymes such as SARS-CoV-2 Nsp15, aiming to discover natural product inhibitors for antiviral therapy. The lab emphasizes the design of selective, efficient, and robust synthetic methodologies, including novel electrocyclizations and metal-catalyzed reactions.
