Publications

GranQ: Efficient Channel-wise Quantization via Vectorized Pre-Scaling for Zero-Shot QAT

Inpyo Hong , Youngwan Jo , Hyojeong Lee , Sunghyun Ahn , Kijung Lee , Sanghyun Park ORAL
ACM/SIGAPP Symposium On Applied Computing (SAC), Thessaloniki, Greece 📊 BK List (2026)
[ arXiv ]

AMoE-BTS: An Adaptive Mixture of Experts for Clinical Decision Support in Multimodal Brain Tumor Segmentation

Jeongeun Kim , Youngwan Jo , Sunghyun Ahn , Sanghyun Park ORAL
ACM/SIGAPP Symposium On Applied Computing (SAC), Thessaloniki, Greece 📊 BK List (2026)

Unified Video Anomaly Detection Model for Detecting Different Anomaly Types

Kijung Lee , Youngwan Jo , Sunghyun Ahn , Sanghyun Park
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Arizona, USA 🏆 Premier (2026)

AnyAnomaly: Zero-shot Customizable Video Anomaly Detection with LVLM

Sunghyun Ahn* , Youngwan Jo* , Kijung Lee , Sein Kwon , Inpyo Hong , Sanghyun Park First Author
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Arizona, USA 🏆 Premier (2026)
[ arXiv / code / project / video ]

MDVAD: Multimodal Diffusion for Video Anomaly Detection

Kijung Lee , Youngwan Jo , Sunghyun Ahn , Sanghyun Park ORAL
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Sydney, AUS 📊 BK List (2025)
[ arXiv ]

Advanced Knowledge Transfer: Refined Feature Distillation for Zero-Shot Quantization in Edge Computing

Inpyo Hong , Youngwan Jo , Hyojeong Lee , Sunghyun Ahn , Sanghyun Park ORAL
ACM/SIGAPP Symposium On Applied Computing (SAC), Sicily, Italy 📊 BK List (2025)
[ arXiv ]

VideoPatchCore: An Effective Method to Memorize Normality for Video Anomaly Detection

Sunghyun Ahn , Youngwan Jo , Kijung Lee , Sanghyun Park First Author
Asian Conference on Computer Vision (ACCV), Hanoi, Vietnam 📊 BK List (2024)
[ arXiv / code / project ]

Making Anomalies More Anomalous: Video Anomaly Detection Using a Novel Generator and Destroyer

Seungkyun Hong* , Sunghyun Ahn* , Youngwan Jo , Sanghyun Park First Author
IEEE Access 🔬 SCI(E) (2024)
[ arXiv / code / project ]

Dual Stream Fusion U-Net Transformers for 3D Medical Image Segmentation

Seungkyun Hong* , Sunghyun Ahn* , Youngwan Jo , Sanghyun Park First Author ORAL
IEEE International Conference on Big Data and Smart Computing (BigComp), Bangkok, Thailand (2024)
[ arXiv / code / project ]