Draw your mind: Personalized generation via condition-level modeling in text-to-image diffusion models

Hyungjin Kim, Seokho Ahn and Young-Duk Seo, Proc. IEEE/CVF International Conference on Computer Vision (ICCV 2025), 2025 DOI

A plug-and-play approach for robust image editing in text-to-image diffusion models

Hyunwook Jo, Jiseung Maeng, Jun Hyung Park, Namhyuk Ahn and In Kyu Park, Proc. IEEE/CVF International Conference on Computer Vision Workshop (ICCVW 2025), 2025 DOI

BounDr.E: Predicting drug-likeness via biomedical knowledge alignment and EM-like one-class boundary optimization

Dongmin Bang, Inyoung Sung, Yinhua Piao, Sangseon Lee and Sun Kim, Proc. International Conference on Machine Learning (ICML 2025), 2025 DOI

Nearly zero-cost protection against mimicry by personalized diffusion models

Namhyuk Ahn et al., Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025), 2025 DOI

Two is better than one: Efficient ensemble defense for robust and compact models

Yoojin Jung and Byung Cheol Song, Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025), 2025 DOI

Link to the past: Temporal propagation for fast 3D human reconstruction from monocular video

Matthew Marchellus, Nadhira Noor and In Kyu Park, Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025), 2025 DOI

CheapNet: Cross-attention on hierarchical representations for efficient protein-ligand binding affinity prediction

Hyukjoon Lim, Sun Kim, Sangseon Lee, The Thirteenth International Conference on Learning Representations (ICLR 2025), 2025 DOI

UKTA: Unified Korean text analyzer

Seokho Ahn, Junhyung Park, Ganghee Go, Chulhui Kim, Jiho Jung, Myung Sun Shin, Do-Guk Kim, Young-Duk Seo, Proc. ACM/SIGAPP Symposium On Applied Computing (SAC 2025), 2025 DOI

Topic-aware knowledge graph with large language models for interoperability in recommender systems

Minhye Jeon, Seokho Ahn, Young-Duk Seo, Proc. ACM/SIGAPP Symposium On Applied Computing (SAC 2025), 2025 DOI 

Real-time calibration model for low-cost sensor in fine-grained time series

Seokho Ahn , Hyungjin Kim , Sungbok Shin and Young-Duk Seo, Proc. AAAI Conference on Artificial Intelligence (AAAI 2025), 2025 DOI