ソウル大学、KAIST、延世大学など韓国QSトップ10大学の研究室情報です。
Professor Sung-Bae Cho's research lab specializes in intelligent systems and machine learning, with a strong focus on deep learning, hybrid AI models, and real-world applications in energy management, fault diagnosis, and human-centered computing. The lab develops advanced neural network architectures—such as ensemble methods, autoencoders, and continuous hidden Markov models—to address complex, time-series, and high-dimensional data problems. Key research directions include automated feature learning, human-in-the-loop systems using interactive genetic algorithms, and domain adaptation for industrial applications like P2P lending and rotating machinery fault diagnosis.
Professor Chang-Keun Song's research lab specializes in atmospheric aerosol modeling, satellite remote sensing, and air quality simulation with a focus on East Asia and the continental United States. The lab develops advanced algorithms for retrieving aerosol optical depth and particulate matter concentrations from geostationary and polar-orbiting satellite instruments, integrating multi-sensor data with chemical transport models. Key research directions include improving air quality forecasting through downscaling of global chemistry models and investigating the formation and impacts of secondary organic aerosols. The lab also emphasizes the application of satellite-derived aerosol data to assess public health risks and support environmental policy.
Professor Min Seok Jang's research lab specializes in nanophotonics, metamaterials, and 2D materials, focusing on the design and application of advanced optical and photonic devices. The lab explores tunable plasmonic resonators, metasurfaces for dynamic wavefront shaping, and novel perovskite materials for next-generation optoelectronics and photovoltaics. A key theme is the integration of materials with unique electronic and optical properties—such as graphene and gold-based perovskites—into efficient, scalable photonic devices.
Professor Chi Ryang Chung's research lab focuses on improving critical care outcomes through the integration of clinical biomarkers, machine learning, and psychological assessment in intensive care settings. The lab investigates predictive biomarkers such as procalcitonin and C-reactive protein for sepsis prognosis, explores machine learning models for early delirium detection using electronic health records, and examines cognitive and psychological sequelae in ICU survivors. A central theme is the development of data-driven tools to enhance early diagnosis, intervention, and long-term recovery in critically ill patients.
Professor Yeonhee Choi's research lab focuses on epigenetic regulation in *Arabidopsis thaliana*, with a central emphasis on DNA methylation, demethylation, and their roles in plant development, particularly during gametogenesis, embryogenesis, and flowering time control. The lab investigates key epigenetic enzymes such as DEMETER (DME), a DNA glycosylase involved in active DNA demethylation, and their impact on genomic imprinting, transposon silencing, and seed viability. Using molecular, genetic, and epigenomic approaches, the lab explores how dynamic DNA methylation changes—especially CHH methylation and maintenance of FLC chromatin states—contribute to developmental reprogramming and genome stability across the plant life cycle. Their work bridges epigenetic mechanisms with fundamental developmental processes in flowering plants.
Professor Sukchan Lee's research lab specializes in plant virology and molecular plant pathology, focusing on the interactions between plant viruses and their hosts, particularly geminiviruses such as beet curly top virus (BCTV) and tomato yellow leaf curl virus (TYLCV). The lab investigates viral replication, symptom development, host range variation, and the cellular and molecular mechanisms underlying viral pathogenesis, including phloem disruption and callus-like tissue formation. Recent work also extends into the intersection of virology and neurotoxicology, exploring the role of environmental metals like aluminum in chemotherapy-induced neuropathy. The lab employs integrative approaches combining virology, molecular biology, bioinformatics, and machine learning to decode viral genomes and predict disease symptoms.
Professor Soyoung Park's research lab focuses on interdisciplinary health and environmental epidemiology, with a strong emphasis on occupational health, environmental toxicology, and the impact of lifestyle and work-related factors on chronic diseases. The lab investigates the associations between shift work, long working hours, and health outcomes such as reflux esophagitis and liver enzyme abnormalities, particularly in specific populations like hepatitis B carriers. It also explores biomarkers of exposure to environmental toxins—such as phthalates in firefighters—using longitudinal and cross-sectional study designs. Additionally, the lab contributes to computer systems research by examining performance trade-offs in GPU memory protection and persistent memory file systems, highlighting the intersection of health sciences and computing technology.
Professor Kyung-A Lee's research lab specializes in translational biomedical research, focusing on the molecular and genetic mechanisms underlying inflammatory diseases, hematological disorders, and cancer. The lab investigates biomarkers such as the delta neutrophil index and genetic polymorphisms (e.g., GSTM1/GSTT1, LTA) for improved diagnosis and prognosis prediction in conditions like sepsis, aplastic anemia, and migraine. It also explores molecular profiling in triple-negative breast cancer to identify predictive markers for targeted therapy response, emphasizing precision medicine approaches in Asian populations. The lab integrates molecular diagnostics, real-time PCR, and genetic analysis to bridge laboratory findings with clinical applications.
Professor Hyungil Jung's research lab specializes in the development of advanced micro- and nanofabrication techniques for biomedical applications, with a focus on point-of-care diagnostics, drug delivery systems, and organ-on-a-chip platforms. The lab pioneers innovative methods such as drawing lithography, centrifugal lithography, and paper-based microsystems to enable low-cost, user-friendly, and highly integrated diagnostic and therapeutic devices. Key research directions include the design of dissolving microneedles for transdermal drug delivery, functionalized microfluidic chips for modeling cancer metastasis, and biomolecule-immobilized surfaces for high-performance biosensors. The lab emphasizes the integration of materials science, microengineering, and life sciences to create next-generation medical technologies with real-world clinical impact.
Professor Jinsu Kim's research lab specializes in privacy-preserving technologies and secure data management in emerging intelligent systems. The lab focuses on developing advanced cryptographic solutions—such as fully homomorphic encryption and blockchain integration—for protecting sensitive data in artificial intelligence, video surveillance, and recommendation systems. Key research directions include privacy-preserving machine learning, secure data integrity verification, and efficient, energy-aware routing in IoT and surveillance networks. The lab bridges security, privacy, and system efficiency to address real-world challenges in smart cities and cyber-physical systems.
Professor Hyung-Chul Lee's research lab specializes in the development and application of advanced data-driven technologies in anesthesiology and critical care. The lab focuses on leveraging machine learning and big data analytics to improve perioperative patient outcomes, particularly in predicting acute kidney injury and other postoperative complications. A key component of their work involves creating open-access physiological datasets, such as VitalDB, to support research in biosignal analysis and intelligent monitoring systems. The lab also explores deep learning applications in anesthetic drug response prediction, aiming to enhance precision in anesthetic management.
Professor Sung-Hee Han's research lab specializes in pediatric anesthesiology and perioperative medicine, with a focus on improving patient experience and outcomes through innovative, patient-centered interventions. Key research directions include reducing preoperative anxiety in children using immersive technologies such as virtual reality and gamification, evaluating airway management devices for optimal ventilation and safety, and exploring the role of genetic screening in obstetric care and genetic counseling. The lab integrates clinical trials with technological innovation to enhance both pediatric and maternal health outcomes.
Professor Jong Hwan Kwak's research lab specializes in the development of activatable (turn-on) probes for biomedical imaging, with a focus on cancer and fibrotic diseases. The lab pioneers the design of enzyme-specific chemiluminescent and fluorescent probes to enable sensitive and selective detection of biomarkers such as NQO1 in cancer and TGF-β1 signaling in fibrosis. Their work also explores natural products, including phytosterols and plant extracts, for therapeutic potential in conditions like pulmonary and renal fibrosis. The lab integrates chemical biology, medicinal chemistry, and preclinical disease models to advance diagnostic and therapeutic strategies.
Professor You Hwan Jo's research lab specializes in critical care medicine and emergency medicine, with a focus on improving early detection and management of severe sepsis and critical illness. The lab investigates biomarkers such as monocyte counts and develops predictive scoring systems—like DEWS—to enhance risk stratification and timely intervention in high-acuity patients. Another key area of research involves optimizing sedation strategies in pediatric intensive care, particularly comparing nitrous oxide and ketamine for safety and efficacy. The lab's work aims to translate clinical data into practical tools that improve patient outcomes in emergency and critical care settings.
Professor JiYeon Choi's research lab focuses on improving health outcomes in critical illness and chronic respiratory disease populations, with a strong emphasis on mobility, rehabilitation, and psychosocial support. The lab investigates the impact of early mobility interventions, telerehabilitation platforms, and digital health solutions—particularly for patients recovering from prolonged mechanical ventilation and lung transplant recipients. A key focus is on enhancing physical function, reducing caregiver burden, and addressing health risk behaviors and mental health in both patients and their families. The lab also explores innovative, non-invasive biomarkers such as exhaled nitric oxide for monitoring airway inflammation.
Professor Tae-Gyun Kim's research lab specializes in advanced materials development for biomedical and energy applications, with a strong focus on nanomaterials, biomaterials, and sustainable energy technologies. The lab investigates functional nanofibers for enzyme immobilization and tissue regeneration, explores natural plant extracts for antiviral therapeutics, and develops novel perovskite-based photoelectrochemical systems for efficient solar hydrogen production. A key theme across the research is the design of multifunctional materials that enhance biological activity or energy conversion efficiency through precise nanostructure and surface engineering.
Professor June-Yong Lee's research lab focuses on immune regulation, particularly the development and function of regulatory T cells (Tregs) and T helper 17 (Th17) cells in mucosal immunity and systemic inflammation. The lab investigates how environmental and microbial signals, including thymic stromal lymphopoietin (TSLP) and the microbiota, shape T cell fate decisions and maintain immune homeostasis. Key research directions include the transcriptional regulation of T cell subsets, the role of innate-like memory CD8 T cells in infection and immunity, and the impact of metabolic inflammation in obesity and autoimmune diseases.
Professor Soo Min Hwang's research lab specializes in the design and synthesis of advanced functional materials for sustainable energy applications. The lab focuses on developing novel nanomaterials—particularly metal oxides, doped carbons, and hybrid electrodes—for high-performance energy storage devices such as lithium-ion and sodium-ion batteries, as well as flow-based batteries. Key research directions include nanostructure engineering, interface control in dielectric and electrode materials, and scalable, low-cost fabrication processes for large-scale energy storage. The lab emphasizes practical solutions through innovative materials synthesis and process optimization, targeting both performance enhancement and environmental sustainability.
Professor Wonjoon Kim's research lab specializes in innovation strategy, technological change, and industrial dynamics, with a strong focus on high-technology industries and digital ecosystems. The lab investigates the drivers of technological innovation, including the interplay between technology-push and demand-pull forces, the role of knowledge networks in mobile and semiconductor industries, and the strategic implications of industry convergence. It also explores behavioral aspects of entrepreneurship, particularly risk propensity in social versus commercial entrepreneurs, and examines how online reviews influence consumer decision-making processes. The lab combines empirical econometric analysis with innovative methodologies such as eye-tracking and patent citation network analysis to uncover dynamic patterns in innovation and market evolution.
Professor Na Han's research lab focuses on translational and molecular oncology, with a strong emphasis on the pathophysiology of cancer progression, particularly in gastrointestinal malignancies and non-small cell lung cancer. The lab investigates key molecular mechanisms involving proteases and their receptors (e.g., PARs), tumor suppressor genes (such as DACH1), and the tumor microenvironment, including conditions like portal vein thrombosis and sinusoidal obstruction syndrome. Additionally, the lab explores diagnostic imaging biomarkers—such as those from gadoxetic acid-enhanced MRI and DW imaging—to differentiate benign from malignant conditions like chemotherapy-induced focal hepatic lesions. The integration of genomics, transcriptomics, and advanced imaging techniques underpins the lab’s mission to identify novel therapeutic targets and improve clinical outcomes.
