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researcher

Dongyang Fan

EPFL

12 papers hereh-index 5110 citations16 works total

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

author position
  • first author7
  • middle author3

Across the 10 of 12 papers where every author was matched, so the position is known.

fields
  • cs.CL6
  • cs.LG4
  • cs.AI1
  • cs.GT1
affiliations
  • EPFL
Homepage

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedTowards an empirical understanding of MoE design choices

1 citations · 4 across the 10 of their papers we have counts for

collaborators
Showing 2024 · cs.CLShow all

1 paper · 2 filters

cs.CL2024★ 1 cited

Personalized Collaborative Fine-Tuning for On-Device Large Language Models

Nicolas Wagner, Dongyang Fan, Martin Jaggi

We explore on-device self-supervised collaborative fine-tuning of large language models with limited local data availability. Taking inspiration from the collaborative learning com…

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