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researcher

Shenghuang He

2 papers hereh-index 13389 citations42 works total

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

author position
  • middle author1
  • last author1

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

fields
  • cs.LG1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

most citedMasked Conditional Random Fields for Sequence Labeling

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.RO2026

High-Precision Formation Control for Heterogeneous Multi-Robot Systems via Hierarchical Hybrid Physics-Informed Deep Reinforcement Learning

Yanzhou Li, Guangli Chen, Xiao-Meng Li +3

Existing classical control methods commonly require precise models and struggle to cope with model uncertainties and external disturbances, while end-to-end reinforcement learning…

cs.LG2021★ 3 cited

Masked Conditional Random Fields for Sequence Labeling

Tianwen Wei, Jianwei Qi, Shenghuan He +1

Conditional Random Field (CRF) based neural models are among the most performant methods for solving sequence labeling problems. Despite its great success, CRF has the shortcoming…

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