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Sung Jin Lee

Yonsei University · Computer Science

About the Lab

Professor Sung Jin Lee's research lab focuses on interdisciplinary biomedical and bioengineering research, with a strong emphasis on neurobiology, cellular mechanisms of disease, and translational applications in regenerative medicine and biotechnology. The lab investigates synaptic plasticity and neuronal circuit regulation through proteins like neuronal pentraxins, explores mechanisms of red blood cell clearance in the liver, and examines signaling pathways involved in neurodegenerative diseases such as Parkinson’s. Additionally, the lab contributes to computational linguistics and robotics applications in education, reflecting a broad yet integrated approach to solving complex biological and technological challenges. The research spans from molecular mechanisms to applied technologies, including robot-assisted language learning and plant protease applications in food science.

neurodegenerative diseasessynaptic plasticitycell clearance mechanismsrobot-assisted learningplant proteases

Research Overview

Papers
414
Total Citations
9,438
Papers (5y)
83
Primary Field
Computer Science

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
83total
2021
2022
2023
2024
2025
Citations per year (5y)
1,110total
20212022202320242025

Selected Papers

15
1
Article|175 citations·2011
On the effectiveness of Robot-Assisted Language Learning
Sung‐Jin Lee, Hyungjong Noh, Jonghoon Lee, Kyusong Lee, Gary geunbae Lee, Seongdae Sagong, Munsang Kim
SJR Q1ReCALL

Abstract This study introduces the educational assistant robots that we developed for foreign language learning and explores the effectiveness of robot-assisted language learning (RALL) which is in its early stages. To achieve this purpose, a course was designed in which students have meaningful interactions with intelligent robots in an immersive environment. A total of 24 elementary students, ranging in age from ten to twelve, were enrolled in English lessons. A pre-test/post-test design was u

Social PsychologyPsychology
2
Article|160 citations·2016
Presynaptic Neuronal Pentraxin Receptor Organizes Excitatory and Inhibitory Synapses
Sung‐Jin Lee, Mengping Wei, Chen Zhang, Stephan Maxeiner, ChangHui Pak, Salomé Calado Botelho, Justin H. Trotter, Fredrik Sterky, Thomas C. Südhof
SJR Q1Journal of NeuroscienceOA

Three neuronal pentraxins are expressed in brain, the membrane-bound "neuronal pentraxin receptor" (NPR) and the secreted proteins NP1 and NARP (i.e., NP2). Neuronal pentraxins bind to AMPARs at excitatory synapses and play important, well-documented roles in the activity-dependent regulation of neural circuits via this binding activity. However, it is unknown whether neuronal pentraxins perform roles in synapses beyond modulating postsynaptic AMPAR-dependent plasticity, and whether they may eve

ImmunologyImmunology and Microbiology
3
Article|122 citations·2003
Inhibition of inducible nitric oxide synthase and cyclooxygenase-2 activity by 1,2,3,4,6-Penta-O-galloyl-β-D-glucose in murine macrophage cells
Sung‐Jin Lee, Ik‐Soo Lee, Woongchon Mar
SJR Q1Archives of Pharmacal Research
PharmacologyMedicine
4
Article|119 citations·2011
Mechanism for phosphatidylserine-dependent erythrophagocytosis in mouse liver
Sung‐Jin Lee, Seung‐Yoon Park, Mi-Yeon Jung, Sang Mun Bae, In-San Kim
SJR Q1BloodOA

Aged or damaged RBCs are effectively removed from the blood circulation by Kupffer cells in the liver, but little is known regarding the mechanism of the clearance process. Here we show that stabilin-1 and stabilin-2 in hepatic sinusoidal endothelial cells (HSECs) are critical in effectively clearing damaged RBCs in mouse liver. Damaged RBCs and phosphatidylserine (PS)-coated beads were effectively sequestered in the hepatic sinusoid regardless of the presence of Kupffer cells, suggesting a role

ImmunologyImmunology and Microbiology
5
Review|108 citations·2023
Application of Plant Proteases in Meat Tenderization: Recent Trends and Future Prospects
Syahira Mohd Azmi, Pavan Kumar, Neelesh Sharma, Awis Qurni Sazili, Sung‐Jin Lee, Mohammad Rashedi Ismail‐Fitry
SJR Q1FoodsOA

Papain, bromelain, and ficin are commonly used plant proteases used for meat tenderization. Other plant proteases explored for meat tenderization are actinidin, zingibain, and cucumin. The application of plant crude extracts or powders containing higher levels of compounds exerting tenderizing effects is also gaining popularity due to lower cost, improved sensory attributes of meat, and the presence of bioactive compounds exerting additional benefits in addition to tenderization, such as antioxi

Molecular BiologyBiochemistry, Genetics and Molecular Biology
6
Preprint|90 citations·2019
ConvLab: Multi-Domain End-to-End Dialog System Platform
Sung‐Jin Lee, Qi Zhu, Ryuichi Takanobu, Zheng Zhang, Yaoqin Zhang, Xiang Li, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao
OA

Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Zheng Zhang, Yaoqin Zhang, Xiang Li, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations. 2019.

Artificial IntelligenceComputer Science
7
Article|90 citations·1995
Suppression of mouse lymphocyte proliferation in vitro by naturally-occurring biflavonoids
Sung‐Jin Lee, Jihoon Choi, Kun Ho Son, Hyeun Wook Chang, Sam Sik Kang, H.P. Kim
SJR Q1Life Sciences
Molecular BiologyBiochemistry, Genetics and Molecular Biology
8
Article|75 citations·2005
Regulation of p53 by Activated Protein Kinase C-δ during Nitric Oxide-induced Dopaminergic Cell Death
Sung‐Jin Lee, Dong‐Chan Kim, Bo‐Hwa Choi, Hyunjung Ha, Kyong‐Tai Kim
SJR Q1Journal of Biological ChemistryOA

Selective cell death of dopaminergic neurons in the substantia nigra is the major cause of Parkinson disease. Current evidence suggests that this cell death could be mediated by nitric oxide by-products such as nitrate and peroxynitrite. Because protein kinase C (PKC)-delta is implicated in apoptosis of various cell types, we studied its roles and activation mechanisms in nitric oxide (NO)-induced apoptosis of SN4741 dopaminergic cells. When cells were treated with sodium nitroprusside (SNP), a

OncologyMedicine
9
Review|70 citations·2022
Nipah and Hendra Viruses: Deadly Zoonotic Paramyxoviruses with the Potential to Cause the Next Pandemic
Sabahat Gazal, Neelesh Sharma, Sundus Gazal, Mehak Tikoo, Deep Shikha, Gulzar Ahmed Badroo, Mohd Rashid, Sung‐Jin Lee
SJR Q1PathogensOA

Nipah and Hendra viruses are deadly zoonotic paramyxoviruses with a case fatality rate of upto 75%. The viruses belong to the genus henipavirus in the family Paramyxoviridae, a family of negative-sense single-stranded RNA viruses. The natural reservoirs of NiV and HeV are bats (flying foxes) in which the virus infection is asymptomatic. The intermediate hosts for NiV and HeV are swine and equine, respectively. In humans, NiV infections result in severe and often fatal respiratory and neurologica

EpidemiologyMedicine
10
Article|70 citations·1996
Detection of genetic diversity using RAPD-PCR and sugar analysis in watermelon [Citrullus lanantus (Thunb.) Mansf.] germplasm
Sung‐Jin Lee, Jeong Sheop Shin, K. W. Park, Yi Hong
SJR Q1Theoretical and Applied Genetics
GeneticsBiochemistry, Genetics and Molecular Biology
11
Review|68 citations·2022
Technological interventions in improving the functionality of proteins during processing of meat analogs
Pavan Kumar, Neelesh Sharma, Muideen Adewale Ahmed, Akhilesh K. Verma, Pramila Umaraw, Nitin Mehta, Ahmed Abubakar Abubakar, Muhammad Nizam Hayat, Ubedullah Kaka, Sung‐Jin Lee, Awis Qurni Sazili
SJR Q1Frontiers in NutritionOA

Meat analogs have opened a new horizon of opportunities for developing a sustainable alternative for meat and meat products. Proteins are an integral part of meat analogs and their functionalities have been extensively studied to mimic meat-like appearance and texture. Proteins have a vital role in imparting texture, nutritive value, and organoleptic attributes to meat analogs. Processing of suitable proteins from vegetable, mycoproteins, algal, and single-cell protein sources remains a challeng

Animal Science and ZoologyAgricultural and Biological Sciences
12
Article|61 citations·2013
Structured Discriminative Model For Dialog State Tracking
Sung‐Jin Lee

Many dialog state tracking algorithms have been limited to generative modeling due to the influence of the Partially Observable Markov Decision Process framework. Recent analyses, however, raised fundamental questions on the effectiveness of the generative formulation. In this paper, we present a structured discriminative model for dialog state tracking as an alternative. Unlike generative models, the proposed method affords the incorporation of features without having to consider dependencies b

Artificial IntelligenceComputer Science
13
Article|60 citations·2019
Zero-Shot Adaptive Transfer for Conversational Language Understanding
Sung‐Jin Lee, Rahul Jha
OA

Conversational agents such as Alexa and Google Assistant constantly need to increase their language understanding capabilities by adding new domains. A massive amount of labeled data is required for training each new domain. While domain adaptation approaches alleviate the annotation cost, prior approaches suffer from increased training time and suboptimal concept alignments. To tackle this, we introduce a novel Zero-Shot Adaptive Transfer method for slot tagging that utilizes the slot descripti

Artificial IntelligenceComputer Science
14
Article|57 citations·2013
Recipe For Building Robust Spoken Dialog State Trackers: Dialog State Tracking Challenge System Description
Sung‐Jin Lee, Maxine Eskénazi

For robust spoken conversational interaction, many dialog state tracking algorithms have been developed. Few studies, however, have reported the strengths and weaknesses of each method. The Dialog State Tracking Challenge (DSTC) is designed to address this issue by comparing various methods on the same domain. In this paper, we present a set of techniques that build a robust dialog state tracker with high performance: wide-coverage and well-calibrated data selection, feature-rich discriminative

Artificial IntelligenceComputer Science
15
Article|55 citations·2006
In Vitro Antiviral Activity of 1,2,3,4,6-Penta-O-galloyl-.BETA.-D-glucose against Hepatitis B Virus
Sung‐Jin Lee, Hak‐Kyo Lee, Min-Kyung Jung, Woongchon Mar
SJR Q2Biological and Pharmaceutical BulletinOA

This study examined the antiviral activity of the root of Paeonia lactiflora PALL. Among the solvent fractions of the crude drug, the ethyl acetate fraction showed anti-hepatitis B virus (HBV) activity (IC50, 8.1 microg/ml) in an HBV-producing HepG2.2.15 cell culture system. The active anti-HBV principle was isolated and identified as 1,2,3,4,6-penta-O-galloyl-beta-D-glucose (PGG) from the crude drug by activity-guided fractionation. PGG isolated from P. lactiflora was examined for the inhibitio

PharmacologyPharmacology, Toxicology and Pharmaceutics

Research Areas

Artificial IntelligenceMolecular BiologyNeurologyGeneticsCellular and Molecular NeuroscienceAnimal Science and Zoology

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