SCIE
MulFD-Net: Per-Scale Multi-Layer Feature Decomposition for Transparent and Reflective Object Segmentation
Vungsovanreach Kong, Seokwon Taylor Yoon, Jeong-Hun Won, Tae-Kyung Kim
IEEE Access, Early Access, Sep. 2026
Publications
Research papers, conference presentations and scholarly contributions from AICLab members.
2026
13 publicationsView Paper
SCOPUS
ASG-LLM: An LLM-based pipeline for automated scraping code generation in security-sensitive environments
Sokheang Chan, Naro Vorn, Vungsovanreach Kong, Chang Kue Seok, Jong-Hyun Kim, Anand Nayyar, Tae-Kyung Kim
Array, Vol. 31, 101135, Sep. 2026
SCIE
A comprehensive survey of quantum computing approaches for portfolio optimization in FinTech
Kimchhor Chiv, Anand Nayyar, Tae-Kyung Kim
ICT Express, Aug. 2026
SCIE
MRS-Agent: A map-reduce framework for quantifiable schema grounding in Text-to-SQL
Sokheang Chan, Vungsovanreach Kong, Anand Nayyar, Tae-Kyung Kim
ICT Express, Jul. 2026
SCIE
Are you hallucinated? Insights into large language models
Sarvagya Singh, Rahul Saha, Gulshan Kumar, Anand Nayyar, Tae-Kyung Kim
ICT Express, Apr. 2026
SCIE
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, Feb. 2026
Conference
Order-Conditioned Message Passing over Shape Codes for Amodal Segmentation
Vungsovanreach Kong, Saravit Soeng, Rotanakkosal Chhun, Tae-Kyung Kim
BIGDAS 2026, 14th International Conference on Big Data Applications and Services, Aug. 2026
Conference
A Verification Agent Harness for Enhancing Factual Reliability in Enterprise RAG Systems
Saravit Soeng, Vungsovanreach Kong, Sokheang Chan, Tae-Kyung Kim
BIGDAS 2026, 14th International Conference on Big Data Applications and Services, Aug. 2026
Conference
From AI Policy Principles to Monitoring Dashboard: A Conceptual Governance Framework for AI Policy Implementation in Government
Ratanaktepi Chhor, Naro Vorn, Kimchhor Chiv, Tae-Kyung Kim
BIGDAS 2026, 14th International Conference on Big Data Applications and Services, Aug. 2026
Conference
Constraint-Aware Constrained Quadratic Modeling for Hyperparameter Tuning
Kimchhor Chiv, Sokheang Chan, Rotanakkosal Chhun, Tae-Kyung Kim
BIGDAS 2026, 14th International Conference on Big Data Applications and Services, Aug. 2026
Conference
Grounding Aware Dense GRPO with Selective Sample Replay for Small Text-to-SQL Models
Sokheang Chan, Kimchhor Chiv, Anand Nayyar, Tae-Kyung Kim
BIGDAS 2026, 14th International Conference on Big Data Applications and Services, Aug. 2026
Conference
Motion-Aware Open-Vocabulary Video Object Segmentation
Rotanakkosal Chhun, Vungsovanreach Kong, Naro Vorn, Ratanaktepi Chhor, Tae-Kyung Kim
BIGDAS 2026, 14th International Conference on Big Data Applications and Services, Aug. 2026
Conference
Multi-Agent Scientific Hypothesis Generation & Verification
Naro Vorn, Ratanaktepi Chhor, Saravit Soeng, Tae-Kyung Kim
BIGDAS 2026, 14th International Conference on Big Data Applications and Services, Aug. 2026
2025
10 publicationsSCIE
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
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
KCI
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
SCOPUS
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
SCIE
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
Conference
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
Conference
IntelliScrape: Automated Web Scraping via a Closed-Loop LLM Guided by Observation and Replay
Vungsovanreach Kong, Sokheang Chan, Tae-Kyung Kim
BIGDAS 2025, 13th International Conference on Big Data Applications and Services, Aug. 2025
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 2025, 13th International Conference on Big Data Applications and Services, Aug. 2025
Conference
AI-Scientist Web-Based System for Streamlined Scientific Paper Generation
Naro Vorn, Sokheang Chan, Vungsovanreach Kong, Tae-Kyung Kim
BIGDAS 2025, 13th International Conference on Big Data Applications and Services, Aug. 2025
Conference
Enhancing RAG Ranking with Leave-One-Out Reward Supervision and Direct Preference Optimization
Rotanakkosal Chhun, Sokheang Chan, Vungsovanreach Kong, Tae-Kyung Kim
BIGDAS 2025, 13th International Conference on Big Data Applications and Services, Aug. 2025
2024
7 publicationsSCIE
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
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
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
SCOPUS
A Simple and Efficient Approach for Extracting Object Hierarchy in Image Data
Saravit Soeng, Vungsovanreach Kong, Munirot Thon, Wan-Sup Cho, Tae-Kyung Kim
International Journal of Advanced Computer Science and Applications, Vol. 15, No. 8, Aug. 2024
KCI
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
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
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)
2023
3 publicationsSCIE
Enhancing anomaly detection in distributed power systems using autoencoder-based federated learning
Kimleang Kea, Youngsun Han, Tae-Kyung Kim
PLOS ONE, Aug. 2023
KCI
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
2022
2 publicationsSCIE
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
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
2021
1 publicationSCOPUS
Recent Advances in Qubit Allocation Algorithm for NISQ Architectures
Sengthai Heng, Tae-Kyung Kim, Youngsun Han
IEIE Transactions on Smart Processing & Computing, Jun. 2021
2020
1 publicationSCOPUS
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