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Guan Wang

4 papers hereh-index 5234 citations9 works total

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

author position
  • sole author1
  • first author1
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.IR1
  • cs.NI1
same name
  • Guan Wang — 9 papers, h 1
  • Guan Wang — 5 papers, h 3
  • Guan Wang — 4 papers, h 2
  • Guan Wang — 3 papers
  • Guan Wang — 3 papers, h 4
  • Guan Wang — 3 papers, h 1

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
20192021
most citedInterpret Federated Learning with Shapley Values

19 citations · 21 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2021

Graph2Graph Learning with Conditional Autoregressive Models

Guan Wang, Francois Bernard Lauze, Aasa Feragen

We present a graph neural network model for solving graph-to-graph learning problems. Most deep learning on graphs considers ``simple'' problems such as graph classification or reg…

cs.LG2019★ 19 cited

Interpret Federated Learning with Shapley Values

Guan Wang

Federated Learning is introduced to protect privacy by distributing training data into multiple parties. Each party trains its own model and a meta-model is constructed from the su…

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