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Ningtao Liu

4 papers hereh-index 454 citations19 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.AI1
  • cs.LG1
  • eess.AS1
  • eess.IV1
same name
  • Ningtao Liu — 2 papers, h 19

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
20212026
most citedHierarchical knowledge guided fault intensity diagnosis of complex industrial systems

4 citations · 7 across the 4 of their papers we have counts for

collaborators

4 papers

eess.AS2026

Deep Hierarchical Knowledge Loss for Fault Intensity Diagnosis

Yu Sha, Shuiping Gou, Bo Liu +8

Fault intensity diagnosis (FID) plays a pivotal role in intelligent manufacturing while neglecting dependencies among target classes hinders its practical deployment. This paper in…

cs.AI2025★ 4 cited

Hierarchical knowledge guided fault intensity diagnosis of complex industrial systems

Yu Sha, Shuiping Gou, Bo Liu +9

Fault intensity diagnosis (FID) plays a pivotal role in monitoring and maintaining mechanical devices within complex industrial systems. As current FID methods are based on chain o…

cs.LG2022

GRU-TV: Time- and velocity-aware GRU for patient representation on multivariate clinical time-series data

Ningtao Liu, Ruoxi Gao, Jing Yuan +3

Electronic health records (EHRs) are usually highly dimensional, heterogeneous, and multimodal. Besides, the random recording of clinical variables results in high missing rates an…

eess.IV2021★ 3 cited

Chronological age estimation of lateral cephalometric radiographs with deep learning

Ningtao Liu

The traditional manual age estimation method is crucial labor based on many kinds of the X-Ray image. Some current studies have shown that lateral cephalometric(LC) images can be u…

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