Category / Conference
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
RePIC: Reinforced Post-Training for Personalizing Multi-Modal Language Models
Yeongtak Oh, Jisoo Mok, Dohyun Chung, Juhyeon Shin, Sangha Park, Johan Barthelemy, Sungroh Yoon, in Proceedings of Annual Conference on Neural Information Processing Systems (NeurIPS), San Diego, USA, December 2025.
preprint link arXiv
Interpretable Next-token Prediction via the Generalized Induction Head
Eunji Kim, Sriya Mantena, Weiwei Yang, Chandan Singh, Sungroh Yoon, Jianfeng Gao, in Proceedings of Annual Conference on Neural Information Processing Systems (NeurIPS), San Diego, USA, December 2025.
preprint link arXiv
Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis
Jisoo Mok*, Ik-hwan Kim*, Sangkwon Park*, Sungroh Yoon, in Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL), Vienna, Austria, July 2025. [* equal contribution]
paper link arXiv