Changho Shin

22 papers A* 6Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
CARE: Confounder-Aware Aggregation for Reliable LLM Evaluation.
CoRR
Jitian Zhao, Changho Shin, Tzu-Heng Huang, Satya Sai Srinath Namburi GNVV, Frederic Sala
2026 J jnl
SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks.
CoRR
Gabriel Orlanski, Devjeet Roy, Alexander Yun, Changho Shin, Alex Gu, Albert Ge, Dyah Adila, Frederic Sala, Aws Albarghouthi
2025 J jnl
LLM-Integrated Bayesian State Space Models for Multimodal Time-Series Forecasting.
CoRR
Sungjun Cho, Changho Shin, Suenggwan Jo, Xinya Yan, Shourjo Aditya Chaudhuri, Frederic Sala
2025 — conf
Personalize Your LLM: Fake it then Align it.
NAACL (Findings)
Yijing Zhang, Dyah Adila, Changho Shin, Frederic Sala
2025 J jnl
Personalize Your LLM: Fake it then Align it.
CoRR
Yijing Zhang, Dyah Adila, Changho Shin, Frederic Sala
2025 J jnl
TARDIS: Mitigating Temporal Misalignment via Representation Steering.
CoRR
Changho Shin, Xinya Yan, Suenggwan Jo, Sungjun Cho, Shourjo Aditya Chaudhuri, Frederic Sala
2025 A* conf
Weak-to-Strong Generalization Through the Data-Centric Lens.
ICLR
Changho Shin, John Cooper, Frederic Sala
2024 J jnl
Evaluating Language Model Context Windows: A "Working Memory" Test and Inference-time Correction.
CoRR
Amanda Dsouza, Christopher Glaze, Changho Shin, Frederic Sala
2024 J jnl
Is Free Self-Alignment Possible?
CoRR
Dyah Adila, Changho Shin, Yijing Zhang, Frederic Sala
2024 J jnl
Multimodal Data Curation via Object Detection and Filter Ensembles.
CoRR
Tzu-Heng Huang, Changho Shin, Sui Jiet Tay, Dyah Adila, Frederic Sala
2024 A* conf
OTTER: Effortless Label Distribution Adaptation of Zero-shot Models.
NeurIPS
Changho Shin, Jitian Zhao, Sonia Cromp, Harit Vishwakarma, Frederic Sala
2024 J jnl
OTTER: Improving Zero-Shot Classification via Optimal Transport.
CoRR
Changho Shin, Jitian Zhao, Sonia Cromp, Harit Vishwakarma, Frederic Sala
2024 J jnl
Weak-to-Strong Generalization Through the Data-Centric Lens.
CoRR
Changho Shin, John Cooper, Frederic Sala
2024 A* conf
Zero-Shot Robustification of Zero-Shot Models.
ICLR
Dyah Adila, Changho Shin, Linrong Cai, Frederic Sala
2023 A* conf
Mitigating Source Bias for Fairer Weak Supervision.
NeurIPS
Changho Shin, Sonia Cromp, Dyah Adila, Frederic Sala
2023 J jnl
Mitigating Source Bias for Fairer Weak Supervision.
CoRR
Changho Shin, Sonia Cromp, Dyah Adila, Frederic Sala
2023 J jnl
Zero-Shot Robustification of Zero-Shot Models With Foundation Models.
CoRR
Dyah Adila, Changho Shin, Linrong Cai, Frederic Sala
2022 A* conf
Universalizing Weak Supervision.
ICLR
Changho Shin, Winfred Li, Harit Vishwakarma, Nicholas Carl Roberts, Frederic Sala
2021 J jnl
Universalizing Weak Supervision.
CoRR
Changho Shin, Winfred Li, Harit Vishwakarma, Nicholas Carl Roberts, Frederic Sala
2019 A* conf
Subtask Gated Networks for Non-Intrusive Load Monitoring.
AAAI
Changho Shin, Sunghwan Joo, Jaeryun Yim, Hyoseop Lee, Taesup Moon, Wonjong Rhee
2018 J jnl
On the Statistical and Information-theoretic Characteristics of Deep Network Representations.
CoRR
Daeyoung Choi, Kyungeun Lee, Changho Shin, Wonjong Rhee
2018 J jnl
Subtask Gated Networks for Non-Intrusive Load Monitoring.
CoRR
Changho Shin, Sunghwan Joo, Jaeryun Yim, Hyoseop Lee, Taesup Moon, Wonjong Rhee