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Ligang He

15 papers hereh-index 313.6k citations178 works total

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

author position
  • middle author14
  • last author1

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.DC5
  • cs.CV2
  • cs.CR1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedSAFA: a Semi-Asynchronous Protocol for Fast Federated Learning with Low Overhead

359 citations · 796 across the 15 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2022★ 26 cited

PSNet: Fast Data Structuring for Hierarchical Deep Learning on Point Cloud

Luyang Li, Ligang He, Jinjin Gao +1

In order to retain more feature information of local areas on a point cloud, local grouping and subsampling are the necessary data structuring steps in most hierarchical deep learn…

cs.CV2022★ 1 cited

Self-Supervised Leaf Segmentation under Complex Lighting Conditions

Xufeng Lin, Chang-Tsun Li, Scott Adams +9

As an essential prerequisite task in image-based plant phenotyping, leaf segmentation has garnered increasing attention in recent years. While self-supervised learning is emerging…

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