Understanding Out-of-distribution: A Perspective of Data Dynamics. - Dyah Adila; Dongyeop Kang (ICBINB@NeurIPS, 2021)

A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals. - Ju Sun; Le Peng; Taihui Li; Dyah Adila; Zach Zaiman; Genevieve B. Melton; Nicholas Ingraham; Eric Murray; Daniel Boley; Sean Switzer; John L. Burns; Kun Huang; et al. (CoRR, 2021)

AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels. - Nicholas Carl Roberts; Xintong Li 001; Tzu-Heng Huang; Dyah Adila; Spencer Schoenberg; Cheng-Yu Liu 002; Lauren Pick; Haotian Ma; Aws Albarghouthi; Frederic Sala (NeurIPS, 2022)

Shoring up the foundations: fusing model embeddings and weak supervision. - Mayee F. Chen; Daniel Y. Fu; Dyah Adila; Michael Zhang; Frederic Sala; Kayvon Fatahalian; Christopher Ré (UAI, 2022)

Geometry-Aware Adaptation for Pretrained Models. - Nicholas Carl Roberts; Xintong Li 001; Dyah Adila; Sonia Cromp; Tzu-Heng Huang; Jitian Zhao; Frederic Sala (NeurIPS, 2023)

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)

Discovering Bias in Latent Space: An Unsupervised Debiasing Approach. - Dyah Adila; Shuai Zhang 007; Boran Han; Bernie Wang 001 (ICML, 2024)

Multimodal Data Curation via Object Detection and Filter Ensembles. - Tzu-Heng Huang; Changho Shin; Sui Jiet Tay; Dyah Adila; Frederic Sala (CoRR, 2024)

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

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

CrEst: Credibility Estimation for Contexts in LLMs via Weak Supervision. - Dyah Adila; Shuai Zhang 007; Boran Han; Bonan Min; Yuyang Wang 001 (CoRR, 2025)