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Jinheon Baek

54 papers hereh-index 212.7k citations57 works total

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

author position
  • first author11
  • middle author36

Across the 47 of 54 papers where every author was matched, so the position is known.

fields
  • cs.CL29
  • cs.LG10
  • cs.IR6
  • cs.AI4
  • cs.CV3
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedAccurate Learning of Graph Representations with Graph Multiset Pooling

68 citations · 228 across the 46 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 32 cited

Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction

Jinheon Baek, Dong Bok Lee, Sung Ju Hwang

Many practical graph problems, such as knowledge graph construction and drug-drug interaction prediction, require to handle multi-relational graphs. However, handling real-world mu…

cs.AI2020★ 3 cited

Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests

Hyunjae Kim, Yookyung Koh, Jinheon Baek +1

Although neural models have performed impressively well on various tasks such as image recognition and question answering, their reasoning ability has been measured in only few stu…

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