Scholar
Andrew Ilyas
Google Scholar ID: Dtw3YBoAAAAJ
Massachusetts Institute of Technology
Computer Science
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Citations & Impact
All-time
Citations
13,684
H-index
29
i10-index
37
Publications
20
Co-authors
50
list available
Contact
CV
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GitHub
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Publications
8 items
Justified or Just Convincing? Error Verifiability as a Dimension of LLM Quality
2026
Cited
0
Large-Scale, Longitudinal Study of Large Language Models During the 2024 US Election Season
2025
Cited
0
Optimizing Canaries for Privacy Auditing with Metagradient Descent
2025
Cited
0
Probably Approximately Correct Labels
2025
Cited
0
DataMIL: Selecting Data for Robot Imitation Learning with Datamodels
2025
Cited
0
AI Supply Chains: An Emerging Ecosystem of AI Actors, Products, and Services
2025
Cited
0
MAGIC: Near-Optimal Data Attribution for Deep Learning
2025
Cited
0
Optimizing ML Training with Metagradient Descent
2025
Cited
0
Resume (English only)
Research Experience
Incoming Assistant Professor at Carnegie Mellon University starting Spring 2026.
Former Stein Fellow at Stanford Statistics.
Co-organized the REFORM reading group at Stanford with Amin Saberi.
Co-organized the ATTRIB Workshop at NeurIPS 2023 and NeurIPS 2024.
Delivered a tutorial on data attribution at ICML 2024 with Logan Engstrom et al.
Co-authors
50 total
Logan Engstrom
MIT
Aleksander Mądry
MIT
Co-author 3
Anish Athalye
Massachusetts Institute of Technology
Hadi Salman
OpenAI, MIT
Brandon Tran
Ph.D, MIT
Sung Min Park
Postdoc, Stanford University
Guillaume Leclerc
PhD Student
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