Category / Conference
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
Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models
Heeseung Kim*, Che Hyun Lee*, Sangkwon Park, Jiheum Yeom, Nohil Park, Sangwon Yu, Sungroh Yoon, in Findings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL Findings), Vienna, Austria, July 2025. [* equal contribution]
paper link arXiv
Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and Coverage
Saehyung Lee, Seunghyun Yoon, Trung Bui, Jing Shi, Sungroh Yoon, in Proceedings of International Conference on Machine Learning (ICML), Vancouver, Canada, July 2025.
paper link arXiv
Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models
Mingi Jung, Saehyung Lee, Eunji Kim, Sungroh Yoon, in Proceedings of International Conference on Machine Learning (ICML), Vancouver, Canada, July 2025.
paper link arXiv