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Hailiang Liu

6 papers hereh-index 227 citations7 works total

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

author position
  • middle author2
  • last author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • math.NA2
  • math.AP1
same name
  • Hailiang Liu — 68 papers, h 36
  • Hailiang Liu — 7 papers, h 3
  • Hailiang Liu — 3 papers, h 3

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
20232026
most citedWide Neural Networks as Gaussian Processes: Lessons from Deep Equilibrium Models

3 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.LG2025

Global Convergence in Neural ODEs: Impact of Activation Functions

Tianxiang Gao, Siyuan Sun, Hailiang Liu +1

Neural Ordinary Differential Equations (ODEs) have been successful in various applications due to their continuous nature and parameter-sharing efficiency. However, these unique ch…

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