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Mingyu Derek Ma

Prescient Design, Genentech/Roche

23 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 author8
  • middle author15

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.CL14
  • 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 citedEventPlus: A Temporal Event Understanding Pipeline

6 citations · 11 across the 15 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024

Are Large-Language Models Graph Algorithmic Reasoners?

Alexander K Taylor, Anthony Cuturrufo, Vishal Yathish +2

We seek to address a core challenge facing current Large Language Models (LLMs). LLMs have demonstrated superior performance in many tasks, yet continue to struggle with reasoning…

cs.LG2022

Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces

Jihoon Sohn, Mingyu Derek Ma, Muhao Chen

Recently there is an increasing scholarly interest in time-varying knowledge graphs, or temporal knowledge graphs (TKG). Previous research suggests diverse approaches to TKG reason…

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