All Publications
Comprehensive list of research papers, conference presentations, and scholarly contributions from AICLab members
2026
ASG-LLM: An LLM-based pipeline for automated scraping code generation in security-sensitive environments
Array, Vol. 31, 101135, Sep. 2026 (SCOPUS) - View Paper
A comprehensive survey of quantum computing approaches for portfolio optimization in FinTech
ICT Express, Aug. 2026 (SCIE) - View Paper
MRS-Agent: A map-reduce framework for quantifiable schema grounding in Text-to-SQL
ICT Express, Jul. 2026 (SCIE) - View Paper
Are you hallucinated? Insights into large language models
ICT Express, Apr. 2026 (SCIE) - View Paper
QA-SQL: Query-Augmented SQL generation using few-shot prompting with data augmentation
PeerJ Computer Science, Vol. 12, e3525, Feb. 2026 (SCIE) - View Paper
Order-Conditioned Message Passing over Shape Codes for Amodal Segmentation
BIGDAS 2026, 14th International Conference on Big Data Applications and Services, Aug. 2026 - View Conference
A Verification Agent Harness for Enhancing Factual Reliability in Enterprise RAG Systems
BIGDAS 2026, 14th International Conference on Big Data Applications and Services, Aug. 2026 - View Conference
From AI Policy Principles to Monitoring Dashboard: A Conceptual Governance Framework for AI Policy Implementation in Government
BIGDAS 2026, 14th International Conference on Big Data Applications and Services, Aug. 2026 - View Conference
Constraint-Aware Constrained Quadratic Modeling for Hyperparameter Tuning
BIGDAS 2026, 14th International Conference on Big Data Applications and Services, Aug. 2026 - View Conference
Grounding Aware Dense GRPO with Selective Sample Replay for Small Text-to-SQL Models
BIGDAS 2026, 14th International Conference on Big Data Applications and Services, Aug. 2026 - View Conference
Motion-Aware Open-Vocabulary Video Object Segmentation
BIGDAS 2026, 14th International Conference on Big Data Applications and Services, Aug. 2026 - View Conference
Multi-Agent Scientific Hypothesis Generation & Verification
BIGDAS 2026, 14th International Conference on Big Data Applications and Services, Aug. 2026 - View Conference
2025
Strategies for Noise-Resilient Quantum Approximate Optimization Algorithms: A Review and Classification of Error Mitigation
IEEE Access, Dec. 2025 (SCIE) - View Paper
FRF-BiLSTM: Recognizing and Mitigating DDoS Attacks through a Secure Decentralized Feature Optimized Federated Learning Approach
CMC-Computers, Materials & Continua, Nov. 2025 (SCIE) - View Paper
Evaluating DNSSEC Against DNS Spoofing/MITM Attack in Virtualized Networks
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
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
PLOS ONE, Jun. 2025 (SCIE) - View Paper
The Role of Continuous Integration and Continuous Deployment in Modern DevOps Practices
FITAT 2025 - 17th International Conference on Frontiers of Information Technology, Applications and Tools - View Paper | View Conference
IntelliScrape: Automated Web Scraping via a Closed-Loop LLM Guided by Observation and Replay
BIGDAS 2025, 13th International Conference on Big Data Applications and Services, Aug. 2025 - View Conference
A Novel Hybrid Rule-based aggregation System for Detecting Abnormal Anomalies in Welfare Subsidy Transaction Operating in Real-time Scenarios
BIGDAS 2025, 13th International Conference on Big Data Applications and Services, Aug. 2025 - View Conference
AI-Scientist Web-Based System for Streamlined Scientific Paper Generation
BIGDAS 2025, 13th International Conference on Big Data Applications and Services, Aug. 2025 - View Conference
Enhancing RAG Ranking with Leave-One-Out Reward Supervision and Direct Preference Optimization
BIGDAS 2025, 13th International Conference on Big Data Applications and Services, Aug. 2025 - View Conference
2024
Multiple Sensor-based Adaptive Foveated Display Control for Enhanced Computational Efficiency of Virtual Reality Devices
KSII Transactions on Internet and Information Systems, Dec. 2024 (SCIE) - View Paper
Quantum Autoencoder for Enhanced Fraud Detection in Imbalanced Credit Card Dataset
IEEE Access, Nov. 2024 (SCIE) - View Paper
A Hybrid Quantum-Classical Model for Stock Price Prediction Using Quantum-Enhanced Long Short-Term Memory
Entropy, Vol. 26, No. 11, Nov. 2024 (SCIE) - View Paper
A Simple and Efficient Approach for Extracting Object Hierarchy in Image Data
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
Korea Trade Association, 2024 (KCI) - View Paper
Using Zero-Noise Extrapolation to Improve Variational Quantum Eigensolver for Portfolio Optimization
KICS Fall Conference 2024 - View Conference
Efficient Transpilation of Quantum Circuits to Quantum Intermediate Representation
24th Asian Quantum Information Science Conference (AQIS 2024) - View Conference
2023
Enhancing anomaly detection in distributed power systems using autoencoder-based federated learning
PLOS ONE, Aug. 2023 (SCIE) - View Paper
Design and Implementation of a Data-Driven Fault and Linearity Evaluation Monitoring System for Electric Power Steering
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
Korean Society for Information Education, 2023 (KCI)
2022
A Deep Learning Approach to Detect Anomalies in an Electric Power Steering System
Sensors, Vol. 22, No. 22, 8981, 2022 (SCIE) - View Paper
How to Solve Combinatorial Optimization Problems Using Real Quantum Machines: A Recent Survey
IEEE Access, Nov. 2022 (SCIE) - View Paper
2021
Recent Advances in Qubit Allocation Algorithm for NISQ Architectures
IEIE Transactions on Smart Processing & Computing, Jun. 2021 (SCOPUS) - View Paper
2020
Exploiting GPU-based Parallelism for Quantum Computer Simulation: A Survey
IEIE Transactions on Smart Processing & Computing, Dec. 2020 (SCOPUS) - View Paper