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Mingyu Derek Ma

Prescient Design, Genentech/Roche

30 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 author11
  • middle author19

Across the 30 of 30 papers where every author was matched, so the position is known.

fields
  • cs.CL21
  • 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 · 40 across the 29 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.CL2021

HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning

Mingyu Derek Ma, Muhao Chen, Te-Lin Wu +1

Taxonomies are valuable resources for many applications, but the limited coverage due to the expensive manual curation process hinders their general applicability. Prior works atte…

cs.CL2021★ 6 cited

EventPlus: A Temporal Event Understanding Pipeline

Mingyu Derek Ma, Jiao Sun, Mu Yang +5

We present EventPlus, a temporal event understanding pipeline that integrates various state-of-the-art event understanding components including event trigger and type detection, ev…

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