Shin, Changho

11 publications

ICLR 2025 Weak-to-Strong Generalization Through the Data-Centric Lens Changho Shin, John Cooper, Frederic Sala

ICMLW 2024 Can Language Models Safeguard Themselves, Instantly and for Free? Dyah Adila, Changho Shin, Yijing Zhang, Frederic Sala

NeurIPSW 2024 Is Free Self-Alignment Possible? Dyah Adila, Changho Shin, Yijing Zhang, Frederic Sala

NeurIPS 2024 OTTER: Effortless Label Distribution Adaptation of Zero-Shot Models Changho Shin, Jitian Zhao, Sonia Cromp, Harit Vishwakarma, Frederic Sala

ICMLW 2024 OTTER: Effortless Label Distribution Adaptation of Zero-Shot Models Changho Shin, Jitian Zhao, Sonia Cromp, Harit Vishwakarma, Frederic Sala

ICLR 2024 Zero-Shot Robustification of Zero-Shot Models Dyah Adila, Changho Shin, Linrong Cai, Frederic Sala

NeurIPSW 2023 Foundation Models Can Robustify Themselves, for Free Dyah Adila, Changho Shin, Linrong Cai, Frederic Sala

NeurIPS 2023 Mitigating Source Bias for Fairer Weak Supervision Changho Shin, Sonia Cromp, Dyah Adila, Frederic Sala

NeurIPSW 2023 Pool-Search-Demonstrate: Improving Data-Wrangling LLMs via Better In-Context Examples Joon Suk Huh, Changho Shin, Elina Choi

ICLR 2022 Universalizing Weak Supervision Changho Shin, Winfred Li, Harit Vishwakarma, Nicholas Carl Roberts, Frederic Sala

AAAI 2019 Subtask Gated Networks for Non-Intrusive Load Monitoring Changho Shin, Sunghwan Joo, Jaeryun Yim, Hyoseop Lee, Taesup Moon, Wonjong Rhee