On the Statistical and Information-theoretic Characteristics of Deep Network Representations. - Daeyoung Choi; Kyungeun Lee; Changho Shin; Wonjong Rhee (CoRR, 2018)

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

Universalizing Weak Supervision. - Changho Shin; Winfred Li; Harit Vishwakarma; Nicholas Carl Roberts; Frederic Sala (ICLR, 2022)

Mitigating Source Bias for Fairer Weak Supervision. - Changho Shin; Sonia Cromp; Dyah Adila; Frederic Sala (NeurIPS, 2023)

Zero-Shot Robustification of Zero-Shot Models With Foundation Models. - Dyah Adila; Changho Shin; Linrong Cai; Frederic Sala (CoRR, 2023)

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

OTTER: Effortless Label Distribution Adaptation of Zero-shot Models. - Changho Shin; Jitian Zhao; Sonia Cromp; Harit Vishwakarma; Frederic Sala (NeurIPS, 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: Improving Zero-Shot Classification via Optimal Transport. - Changho Shin; Jitian Zhao; Sonia Cromp; Harit Vishwakarma; Frederic Sala (CoRR, 2024)

Is Free Self-Alignment Possible? - Dyah Adila; Changho Shin; Yijing Zhang; Frederic Sala (CoRR, 2024)

Evaluating Language Model Context Windows: A "Working Memory" Test and Inference-time Correction. - Amanda Dsouza; Christopher Glaze; Changho Shin; Frederic Sala (CoRR, 2024)

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

Personalize Your LLM: Fake it then Align it. - Yijing Zhang; Dyah Adila; Changho Shin; Frederic Sala (NAACL (Findings), 2025)

TARDIS: Mitigating Temporal Misalignment via Representation Steering. - Changho Shin; Xinya Yan; Suenggwan Jo; Sungjun Cho; Shourjo Aditya Chaudhuri; Frederic Sala (CoRR, 2025)