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researcher

Siyuan Guo

3 papers hereh-index 327 citations5 works total

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

author position
  • first author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • q-bio.BM1
  • q-bio.QM1
same name
  • Siyuan Guo — 12 papers, h 7
  • Siyuan Guo — 10 papers, h 9
  • Siyuan Guo — 7 papers, h 3
  • Siyuan Guo — 3 papers
  • Siyuan Guo — 2 papers, h 2
  • Siyuan Guo — 1 paper, h 0

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedM3-20M: A Large-Scale Multi-Modal Molecule Dataset for AI-driven Drug Design and Discovery

2 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

PerturbPFN: Probing the Limits of Synthetic Priors in Drug Perturbation Modelling

Yuche Gao, José Miguel Hernández-Lobato, Siyuan Guo

Predicting cellular responses to unseen chemical perturbations is challenging due to unknown targets and mechanisms, high-dimensional expression responses, and limited experimental…

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