Changki Lee
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View article: Prefix Tuning Using Residual Reparameterization
Prefix Tuning Using Residual Reparameterization Open
Fine-tuning large language models for specific tasks requires updating and storing all parameters, leading to significant computational and storage cost issues. To address these challenges, parameter-efficient learning such as prefix tunin…
View article: Aggregation of Ag nanoparticle based on surface acoustic wave for surface-enhanced Raman spectroscopy detection of dopamine
Aggregation of Ag nanoparticle based on surface acoustic wave for surface-enhanced Raman spectroscopy detection of dopamine Open
This technique for AgNP clustering induced by SAW provides a rapid, in situ, label-free SERS sensing method with outstanding sensitivity and linearity. A mere act of dropping can create extensive plasmonic hotspots featuring nanogap of ∼1.…
View article: Supplementary Figure Legend from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth
Supplementary Figure Legend from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth Open
PDF file - 76K
View article: Data from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth
Data from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth Open
In the tumor microenvironment, CD11b+Gr1+ bone marrow–derived cells are a predominant source of protumorigenic factors such as matrix metalloproteinases (MMP), but how distal tumors regulate these cells in the bone marrow is unclear. Here …
View article: Supplementary Figure 5 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth
Supplementary Figure 5 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth Open
PDF file - 3119K, Supplemental Fig. 5 Alterations in the bone marrow after a single rPTHrP administration.
View article: Supplementary Figure 2 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth
Supplementary Figure 2 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth Open
PDF file - 5411K, Supplemental Fig. 2 PTHrP promoted tumorigenic function of CD11b+Gr1+ cells.
View article: Supplementary Figure 3 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth
Supplementary Figure 3 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth Open
PDF file - 2058K, Supplemental Fig. 3 CD11b+Gr1+ cells do not express receptors for PTHrP.
View article: Supplementary Figure 4 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth
Supplementary Figure 4 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth Open
PDF file - 2044K, Supplemental Fig. 4 Anti-PTHrP monoclonal antibody suppress cellular proliferation.
View article: Supplementary Figure 1 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth
Supplementary Figure 1 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth Open
PDF file - 7060K, Supplemental Fig. 1 Ectopic PTHrP increased CD11b+Gr1+ cell-dependent prostate tumors angiogenesis.
View article: Supplementary Figure Legend from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth
Supplementary Figure Legend from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth Open
PDF file - 76K
View article: Supplementary Figure 5 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth
Supplementary Figure 5 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth Open
PDF file - 3119K, Supplemental Fig. 5 Alterations in the bone marrow after a single rPTHrP administration.
View article: Supplementary Figure 3 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth
Supplementary Figure 3 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth Open
PDF file - 2058K, Supplemental Fig. 3 CD11b+Gr1+ cells do not express receptors for PTHrP.
View article: Supplementary Figure 2 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth
Supplementary Figure 2 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth Open
PDF file - 5411K, Supplemental Fig. 2 PTHrP promoted tumorigenic function of CD11b+Gr1+ cells.
View article: Data from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth
Data from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth Open
In the tumor microenvironment, CD11b+Gr1+ bone marrow–derived cells are a predominant source of protumorigenic factors such as matrix metalloproteinases (MMP), but how distal tumors regulate these cells in the bone marrow is unclear. Here …
View article: Supplementary Figure 4 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth
Supplementary Figure 4 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth Open
PDF file - 2044K, Supplemental Fig. 4 Anti-PTHrP monoclonal antibody suppress cellular proliferation.
View article: Supplementary Figure 1 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth
Supplementary Figure 1 from Parathyroid Hormone–Related Protein Drives a CD11b<sup>+</sup>Gr1<sup>+</sup> Cell–Mediated Positive Feedback Loop to Support Prostate Cancer Growth Open
PDF file - 7060K, Supplemental Fig. 1 Ectopic PTHrP increased CD11b+Gr1+ cell-dependent prostate tumors angiogenesis.
View article: Design of SW Framework for Airborne Radar Real-time Signal Processing using Modular Programming
Design of SW Framework for Airborne Radar Real-time Signal Processing using Modular Programming Open
항공기에 탑재되는 레이다는 연속적으로 I/Q 데이터를 획득하는 동안 주어진 시간 내에 신호처리를 완료하는 실시간성을 반드시 유지해야 하며, 공대공부터 공대지, 공대해, Ground Map까지 다양한 모드와 기능을 수행해야 하는 특징을 가지고 있다. 따라서 개발이 진행될수록 레이다 신호처리 SW를 구성하는 코드의 구조가 복잡해진다. 또한 여러 모드를 순차적으로 구현하는 과정에서 기존 코드를 재활용하기도 하고 신호처리 알고리즘의…
View article: Comparison of the Physical Care Burden on Formal Caregivers between Manual Human Care Using a Paper Diaper and Robot-Aided Care in Excretion Care
Comparison of the Physical Care Burden on Formal Caregivers between Manual Human Care Using a Paper Diaper and Robot-Aided Care in Excretion Care Open
Although the older population has been rapidly growing, the availability of formal caregivers remains limited. Assistance provided by care robots has helped lower this burden; however, whether using a care robot while providing excretion c…
View article: Korean Semantic Role Labeling with Bidirectional Encoder Representations from Transformers and Simple Semantic Information
Korean Semantic Role Labeling with Bidirectional Encoder Representations from Transformers and Simple Semantic Information Open
State-of-the-art semantic role labeling (SRL) performance has been achieved using neural network models by incorporating syntactic feature information such as dependency trees. In recent years, breakthroughs achieved using end-to-end neura…
View article: Processing and Evaluation of a Carbon Fiber Reinforced Composite Bar Using a Closed Impregnation Pultrusion System with Improved Production Speed
Processing and Evaluation of a Carbon Fiber Reinforced Composite Bar Using a Closed Impregnation Pultrusion System with Improved Production Speed Open
In this paper, an epoxy resin-based carbon fiber reinforced composite (CFRP) bar pultrusion system using a closed impregnation device which has various advantages in process compared to traditional open bath type pultrusion system was deve…
View article: Least Squares Generative Adversarial Networks-Based Anomaly Detection
Least Squares Generative Adversarial Networks-Based Anomaly Detection Open
Multivariate statistical process control (MSPC) is a technique for detecting anomalies by monitoring several quality characteristics simultaneously. For the MSPC problem, the Hotelling’s control chart has been widely used as a typical met…
View article: Simple and effective neural coreference resolution for Korean language
Simple and effective neural coreference resolution for Korean language Open
We propose an end‐to‐end neural coreference resolution for the Korean language that uses an attention mechanism to point to the same entity. Because Korean is a head‐final language, we focused on a method that uses a pointer network based …
View article: Context-Based Geodesic Dissimilarity Measure for Clustering Categorical Data
Context-Based Geodesic Dissimilarity Measure for Clustering Categorical Data Open
Measuring the dissimilarity between two observations is the basis of many data mining and machine learning algorithms, and its effectiveness has a significant impact on learning outcomes. The dissimilarity or distance computation has been …
View article: Studies on the GAN-Based Anomaly Detection Methods for the Time Series Data
Studies on the GAN-Based Anomaly Detection Methods for the Time Series Data Open
Anomaly detection (AD) for times series data using the generative adversarial network (GAN) has been proposed in recent years. According to the previous study, the GAN-based AD outperformed the cumulative sum (CUSUM) chart. However, no fra…
View article: Korean TableQA: Structured data question answering based on span prediction style with S<sup>3</sup>‐NET
Korean TableQA: Structured data question answering based on span prediction style with S<sup>3</sup>‐NET Open
The data in tables are accurate and rich in information, which facilitates the performance of information extraction and question answering (QA) tasks. TableQA, which is based on tables, solves problems by understanding the table structure…
View article: Attention-Based Automated Feature Extraction for Malware Analysis
Attention-Based Automated Feature Extraction for Malware Analysis Open
Every day, hundreds of thousands of malicious files are created to exploit zero-day vulnerabilities. Existing pattern-based antivirus solutions face difficulties in coping with such a large number of new malicious files. To solve this prob…
View article: Fast End-to-end Coreference Resolution for Korean
Fast End-to-end Coreference Resolution for Korean Open
Recently, end-to-end neural network-based approaches have shown significant improvements over traditional pipeline-based models in English coreference resolution. However, such advancements came at a cost of computational complexity and re…