All Publications

Comprehensive list of research papers, conference presentations, and scholarly contributions from AICLab members

2026

Are you hallucinated? Insights into large language models

Sarvagya Singh, Rahul Saha, Gulshan Kumar, Anand Nayyar, Tae-Kyung Kim

ICT Express, Apr. 2026 (SCIE) - View Paper

2025

QA-SQL: Query-Augmented SQL generation using few-shot prompting with data augmentation

Sokheang Chan, Vungsovanreach Kong, Anand Nayyar, Tae-Kyung Kim

PeerJ Computer Science, Vol. 12, e3525, Dec. 2025 (SCIE) - View Paper

Strategies for Noise-Resilient Quantum Approximate Optimization Algorithms: A Review and Classification of Error Mitigation

Kimchhor Chiv, Leanghok Hour, Sanghyeon Lee, Tara Kit, Tae-Kyung Kim, Youngsun Han

IEEE Access, Dec. 2025 (SCIE) - View Paper

FRF-BiLSTM: Recognizing and Mitigating DDoS Attacks through a Secure Decentralized Feature Optimized Federated Learning Approach

Sushruta Mishra, Sunil Kumar Mohapatra, Kshira Sagar Sahoo, Anand Nayyar, Tae-Kyung Kim

CMC-Computers, Materials & Continua, Nov. 2025 (SCIE) - View Paper

Evaluating DNSSEC Against DNS Spoofing/MITM Attack in Virtualized Networks

Naro Vorn, Tae-Kyung Kim

International Journal of Contents (IJoC), Vol. 21, No. 3, Sep. 2025 (KCI) - View Paper

Dynamic Polygon-Based Reverse Driving Detection Technique for Enhanced Road Safety

Tara Kit, Youngsun Han, Anand Nayyar, Tae-Kyung Kim

International Journal of Advanced Computer Science and Applications, Vol. 16, No. 6, Jun. 2025 (SCOPUS) - View Paper

PIFR: A novel approach for analyzing pose angle-based human activity to automate fall detection in videos

Vungsovanreach Kong, Saravit Soeng, Munirot Thon, Wan-Sup Cho, Anand Nayyar, Tae-Kyung Kim

PLOS ONE, Jun. 2025 (SCIE) - View Paper

The Role of Continuous Integration and Continuous Deployment in Modern DevOps Practices

Rotanakkosal Chhun, Vungsovanreach Kong, Sokheang Chan, Naro Vorn, Tae-Kyung Kim

FITAT 2025 - 17th International Conference on Frontiers of Information Technology, Applications and Tools - View Paper | View Conference

2024

Multiple Sensor-based Adaptive Foveated Display Control for Enhanced Computational Efficiency of Virtual Reality Devices

Kimleang Kea, Youngsun Han, Tae-Kyung Kim

KSII Transactions on Internet and Information Systems, Dec. 2024 (SCIE) - View Paper

Quantum Autoencoder for Enhanced Fraud Detection in Imbalanced Credit Card Dataset

Chansreynich Huot, Sovanmonynuth Heng, Tae-Kyung Kim, Youngsun Han

IEEE Access, Nov. 2024 (SCIE) - View Paper

A Hybrid Quantum-Classical Model for Stock Price Prediction Using Quantum-Enhanced Long Short-Term Memory

Kimleang Kea, Dongmin Kim, Chansreynich Huot, Tae-Kyung Kim, Youngsun Han

Entropy, Vol. 26, No. 11, Nov. 2024 (SCIE) - View Paper

A Simple and Efficient Approach for Extracting Object Hierarchy in Image Data

Saravit Soeng, Vungsovanreach Kong, Munirot Tho, Wan-Sup Cho, Tae-Kyung Kim

International Journal of Advanced Computer Science and Applications, Vol. 15, No. 8, Aug. 2024 (SCOPUS) - View Paper

A Study on Improvement Measures for Non-Face-to-Face Trade Consultation Platforms Targeting ICT SMEs and Venture Companies

Lee Jong-Hyun, Kim Tae-Kyung, Shin Seung-Yong

Korea Trade Association, 2024 (KCI) - View Paper

IntelliScrape: Automated Web Scraping via a Closed-Loop LLM Guided by Observation and Replay

Vungsovanreach Kong, Sokheang Chan, Tae-Kyung Kim

BIGDAS Conference - View Conference

A Novel Hybrid Rule-based aggregation System for Detecting Abnormal Anomalies in Welfare Subsidy Transaction Operating in Real-time Scenarios

Sokheang Chan, Vungsovanreach Kong, Tae-Kyung Kim

BIGDAS Conference - View Conference

AI-Scientist Web-Based System for Streamlined Scientific Paper Generation

Naro Vorn, Sokheang Chan, Vungsovanreach Kong, Tae-Kyung Kim

BIGDAS Conference - View Conference

Enhancing RAG Ranking with Leave-One-Out Reward Supervision and Direct Preference Optimization

Rotanakkosal Chhun, Sokheang Chan, Vungsovanreach Kong, Tae-Kyung Kim

BIGDAS Conference - View Conference

Using Zero-Noise Extrapolation to Improve Variational Quantum Eigensolver for Portfolio Optimization

Kimchhor Chiv, Chansreynich Huot, Myeongseong Go, Youngsun Han

KICS Fall Conference 2024 - View Conference

Efficient Transpilation of Quantum Circuits to Quantum Intermediate Representation

Sengthai Heng, Nagyeong Choi, Kimchhor Chiv, Youngsun Han

24th Asian Quantum Information Science Conference (AQIS 2024) - View Conference

2023

Enhancing anomaly detection in distributed power systems using autoencoder-based federated learning

Kimleang Kea, Youngsun Han, Tae-Kyung Kim

PLOS ONE, Aug. 2023 (SCIE) - View Paper

Design and Implementation of a Data-Driven Fault and Linearity Evaluation Monitoring System for Electric Power Steering

Lawal Alabe Wale, Kimleang Kea, Youngsun Han, Tae-Kyung Kim

Journal of Internet of Things Convergence, 2023 (KCI)

The Mediating Effect of Immersion on the Relationship between SW Attitude, Computational Thinking, and Creative Self-Efficacy in AI·SW Classes

Kim Jeong-Hyun, Kim Tae-Kyung

Korean Society for Information Education, 2023 (KCI)

2022

A Deep Learning Approach to Detect Anomalies in an Electric Power Steering System

Lawal Wale Alabe, Kimleang Kea, Youngsun Han, Young Jae Min, Tae-Kyung Kim

Sensors, Vol. 22, No. 22, 8981, 2022 (SCIE) - View Paper

How to Solve Combinatorial Optimization Problems Using Real Quantum Machines: A Recent Survey

Sovanmonynuth Heng, Dongmin Kim, Tae-Kyung Kim, Youngsun Han

IEEE Access, Nov. 2022 (SCIE) - View Paper

2021

Recent Advances in Qubit Allocation Algorithm for NISQ Architectures

Sengthai Heng, Tae-Kyung Kim, Youngsun Han

IEIE Transactions on Smart Processing & Computing, Jun. 2021 (SCOPUS) - View Paper

2020

Exploiting GPU-based Parallelism for Quantum Computer Simulation: A Survey

Sengthai Heng, Tae-Kyung Kim, Youngsun Han

IEIE Transactions on Smart Processing & Computing, Dec. 2020 (SCOPUS) - View Paper