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Mingyu Derek Ma

Prescient Design, Genentech/Roche

27 papers hereh-index 171.2k citations37 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author10
  • middle author17

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • cs.CL18
  • cs.AI4
  • cs.LG2
  • cs.CR1
  • cs.CV1
  • cs.SI1
affiliations
  • Prescient Design, Genentech/Roche
HomepageORCID 0000-0002-4011-0568

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedInstructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models

13 citations · 34 across the 25 of their papers we have counts for

collaborators
Showing cs.CRShow all

1 paper · 1 filter

cs.CR2024★ 1 cited

Instructional Fingerprinting of Large Language Models

Jiashu Xu, Fei Wang, Mingyu Derek Ma +3

The exorbitant cost of training Large language models (LLMs) from scratch makes it essential to fingerprint the models to protect intellectual property via ownership authentication…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.