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researcher

Ninghao Liu

2 papers here

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.IR1
ORCID 0000-0002-9170-2424
same name
  • Ninghao Liu — 2 papers

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

most citedLearning to Hash with Graph Neural Networks for Recommender Systems

12 citations · 13 across the 2 of their papers we have counts for

collaborators

2 papers

cs.IR2020★ 12 cited

Learning to Hash with Graph Neural Networks for Recommender Systems

Qiaoyu Tan, Ninghao Liu, Xing Zhao +3

Graph representation learning has attracted much attention in supporting high quality candidate search at scale. Despite its effectiveness in learning embedding vectors for objects…

cs.CL2019★ 1 cited

On Attribution of Recurrent Neural Network Predictions via Additive Decomposition

Mengnan Du, Ninghao Liu, Fan Yang +2

RNN models have achieved the state-of-the-art performance in a wide range of text mining tasks. However, these models are often regarded as black-boxes and are criticized due to th…

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