Publications
Publications
Data-Driven Discovery of Quaternary Ammonium Interlayers for Efficient and Thermally Stable Perovskite Solar Cells
Jongbeom Kim*, Yang Jeong Park*, Chaehoon Jeon, Nahye Shin, Jaewang Park, Seungun Lee, Jino Im, Sungroh Yoon, Sang Il Seok, in Advanced Materials, no. 28: e22554, April 2026. [* equal contribution]
preprint link
DCText: Scheduled Attention Masking for Visual Text Generation via Divide-and-Conquer Strategy
Jaewoo Song, Jooyoung Choi, Kanghyun Baek, Sangyub Lee, Daemin Park, Sungroh Yoon, in Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Oral Presentation, Tucson, USA, March 2026.
preprint link
Style-Friendly SNR Sampler for Style-Driven Generation
Jooyoung Choi*, Chaehun Shin*, Yeongtak Oh, Heeseung Kim, Jungbeom Lee, Sungroh Yoon, in Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, USA, March 2026. [* equal contribution]
preprint link arXiv
CANDI: Curated Test-time Adaptation for Multivariate Time-series Anomaly Detection under Distribution Shift
HyunGi Kim, Jisoo Mok, Hyungyu Lee, Juhyeon Shin, Sungroh Yoon, in Proceedings of the Fortieth AAAI Conference on Artificial Intelligence (AAAI), Singapore, January 2026.
preprint link
Beyond Language-Specific Neurons: The Challenge of Identifying Speech-Specific Neurons in Multimodal LLMs
Nohil Park, Che Hyun Lee, Jiheum Yeom, Heeseung Kim, Sungroh Yoon, in IEEE Journal of Selected Topics in Signal Processing, vol. 20, no. 1, pp. 90-98, January 2026.
preprint link
Machine learning-based utilization of lipid panels in predicting kidney dysfunction
Soie Kwon*, Donghwan Yoon*, Changhwa Park*, Sehoon Park, Yong Chul Kim, Dong Ki Kim, Kook-Hwan Oh, Kwon Wook Joo, Yon Su Kim, Sungroh Yoon, Seung Seok Han, in Kidney Research and Clinical Practice, January 2026. [* equal contribution]
paper link