Changho Shin

According to our database, Changho Shin authored at least 14 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

TARDIS: Mitigating Temporal Misalignment via Representation Steering.

Changho Shin, Xinya Yan, Suenggwan Jo, Sungjun Cho, Shourjo Aditya Chaudhuri, Frederic Sala

CoRR, March, 2025

Personalize Your LLM: Fake it then Align it.

Yijing Zhang, Dyah Adila, Changho Shin, Frederic Sala

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Weak-to-Strong Generalization Through the Data-Centric Lens.

Changho Shin, John Cooper, Frederic Sala

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Evaluating Language Model Context Windows: A "Working Memory" Test and Inference-time Correction.

Amanda Dsouza, Christopher Glaze, Changho Shin, Frederic Sala

CoRR, 2024

Is Free Self-Alignment Possible?

Dyah Adila, Changho Shin, Yijing Zhang, Frederic Sala

CoRR, 2024

OTTER: Improving Zero-Shot Classification via Optimal Transport.

Changho Shin, Jitian Zhao, Sonia Cromp, Harit Vishwakarma, Frederic Sala

CoRR, 2024

Multimodal Data Curation via Object Detection and Filter Ensembles.

Tzu-Heng Huang, Changho Shin, Sui Jiet Tay, Dyah Adila, Frederic Sala

CoRR, 2024

OTTER: Effortless Label Distribution Adaptation of Zero-shot Models.

Changho Shin, Jitian Zhao, Sonia Cromp, Harit Vishwakarma, Frederic Sala

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Zero-Shot Robustification of Zero-Shot Models.

Dyah Adila, Changho Shin, Linrong Cai, Frederic Sala

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Zero-Shot Robustification of Zero-Shot Models With Foundation Models.

Dyah Adila, Changho Shin, Linrong Cai, Frederic Sala

CoRR, 2023

Mitigating Source Bias for Fairer Weak Supervision.

Changho Shin, Sonia Cromp, Dyah Adila, Frederic Sala

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Universalizing Weak Supervision.

Changho Shin, Winfred Li, Harit Vishwakarma, Nicholas Carl Roberts, Frederic Sala

Proceedings of the Tenth International Conference on Learning Representations, 2022

2019

Subtask Gated Networks for Non-Intrusive Load Monitoring.

Changho Shin, Sunghwan Joo, Jaeryun Yim, Hyoseop Lee, Taesup Moon, Wonjong Rhee

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

On the Statistical and Information-theoretic Characteristics of Deep Network Representations.

Daeyoung Choi, Kyungeun Lee, Changho Shin, Wonjong Rhee

CoRR, 2018