Scholar
Dyah Adila
Google Scholar ID: GSGKtyUAAAAJ
University of Wisconsin-Madison
Machine Learning
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Citations & Impact
All-time
Citations
179
H-index
7
i10-index
6
Publications
15
Co-authors
2
list available
Contact
Email
adila@wisc.edu
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Publications
6 items
SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks
2026
Cited
0
Grow, Don't Overwrite: Fine-tuning Without Forgetting
2026
Cited
0
Weight Updates as Activation Shifts: A Principled Framework for Steering
2026
Cited
0
CrEst: Credibility Estimation for Contexts in LLMs via Weak Supervision
2025
Cited
0
Personalize Your LLM: Fake it then Align it
2025
Cited
0
Is Free Self-Alignment Possible?
arXiv.org · 2024
Cited
1
Resume (English only)
Academic Achievements
Preprint: 'Alignment, Simplified: Steering LLMs with Self-Generated Preferences' (Jan 2025)
Paper on ultra-efficient personalization of language models accepted to NAACL 2025 Findings (Jan 2025)
Published 'Discovering Bias in Latent Space: An Unsupervised Debiasing Approach' at ICML 2024 (Jul 2024)
Published 'Zero-Shot Robustification of Zero-Shot Models' at ICLR 2024 (May 2024)
Co-authored 'Shoring Up the Foundations: Fusing Model Embeddings and Weak Supervision' published at UAI 2022 (Aug 2022)
Published 'Understanding Out-of-distribution: A Perspective of Data Dynamics' at ICBINB@NeurIPS 2021 (Nov 2021)
Co-authors
2 total
Frederic Sala
Assistant Professor, University of Wisconsin
Changho Shin
University of Wisconsin-Madison
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