Jongpil Jeong

Full Professor, Department of Smart Factory Convergence, Sungkyunkwan University

Joined

March 2025

Names

Jongpil Jeong (Preferred)

Emails

****@skku.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Department of Smart Factory Convergence, Sungkyunkwan University (skku.edu)

2008 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Hyunseung Choo

2003 – 2007

Expertise

Industrial AI

2016 – 2025

Smart Factory

2016 – 2025

Deep Learning

2016 – 2025

Publications

CLIP-MDC: CLIP encoder based multimodal defect classification with synthetic anomaly generation for real-time surface defect detection
Taewon Ha, Chaeseon Hwang, Jongpil Jeong
- Journal of Intelligent Manufacturing
- Readers: Everyone
KD-LightMAD: Knowledge Distillation-Based Lightweight Multimodal Anomaly Detection Framework for Smart Manufacturing
Jeongheun Kang, Jiwon Lee, Jongpil Jeong
- IEEE Access
- Readers: Everyone
Design and deployment of an integrated network architecture leveraging RabbitMQ for optimizing automation systems in smart logistics
Jihyeok Ryu, Seonghoon Jang, Byeongjun Park, Chaegyu Lee, Jongpil Jeong
- Computers and Electrical Engineering
- Readers: Everyone
Decentralized Manufacturing Management Based on Federated Learning with Stacking Ensemble
Jiwon Lee, Jeongheun Kang, Dowan Kim, Jongpil Jeong
- Submitted to ICLR 2026
- Readers: Everyone
MAD:A Multimodal Anomaly Detection Framework Based on Shared Transformer and Contrastive Learning for Smart Manufacturing
Jeongheun Kang, Jongpil Jeong, Jiwon Lee
- Submitted to ICLR 2026
- Readers: Everyone
LyFormer: Context-aware feature fusion for industrial small-object detection
JIN WOO PARK, Jeong Seog Kho, Tae Hwi Yoon, Jaesungkim, Jongpil Jeong
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
SPT-AD: Self-Supervised Pyramidal Transformer Network-Based Anomaly Detection of Time Series Vibration Data
Seokhyun Gong, Taeyong Kim, Jongpil Jeong
- Applied Sciences
- Readers: Everyone
Correction: Park, M.; Jeong, J. Design and Implementation of Machine Vision-Based Quality Inspection System in Mask Manufacturing Process. Sustainability 2022, 14, 6009
Minwoo Park, Jongpil Jeong
- Sustainability
- Readers: Everyone
Domain-Specific Manufacturing Analytics Framework: An Integrated Architecture with Retrieval-Augmented Generation and Ollama-Based Models for Manufacturing Execution Systems Environments
Hangseo Choi, Jongpil Jeong
- Processes
- Readers: Everyone
TSMixer- and Transfer Learning-Based Highly Reliable Prediction with Short-Term Time Series Data in Small-Scale Solar Power Generation Systems
Younjeong Lee, Jongpil Jeong
- Energies
- Readers: Everyone

View all 210 publications

Co-Authors

View all 216 co-authors