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Lei Cheng

11 papers hereh-index 13455 citations36 works total

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

author position
  • first author1
  • middle author10

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • eess.SP7
  • cs.LG3
  • cs.IT1
same name
  • Lei Cheng — 10 papers, h 9
  • Lei Cheng — 8 papers, h 4
  • Lei Cheng — 8 papers, h 2
  • Lei Cheng — 6 papers, h 5
  • Lei Cheng — 6 papers, h 4
  • Lei Cheng — 4 papers, h 6

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
20192024
most citedTensor Train Factorization and Completion under Noisy Data with Prior Analysis and Rank Estimation

29 citations · 83 across the 11 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

eess.SP2020★ 29 cited

Tensor Train Factorization and Completion under Noisy Data with Prior Analysis and Rank Estimation

Le Xu, Lei Cheng, Ngai Wong +1

Tensor train (TT) decomposition, a powerful tool for analyzing multidimensional data, exhibits superior performance in many machine learning tasks. However, existing methods for TT…

eess.SP2020★ 1 cited

Edge Learning with Unmanned Ground Vehicle: Joint Path, Energy and Sample Size Planning

Dan Liu, Shuai Wang, Zhigang Wen +3

Edge learning (EL), which uses edge computing as a platform to execute machine learning algorithms, is able to fully exploit the massive sensing data generated by Internet of Thing…

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