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researcher

Songming Liu

15 papers hereh-index 111.6k citations17 works total

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

author position
  • first author5
  • middle author9

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • cs.RO2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedPhysics-Informed Machine Learning: A Survey on Problems, Methods and Applications

94 citations · 183 across the 15 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2025

From reactive to cognitive: brain-inspired spatial intelligence for embodied agents

Shouwei Ruan, Liyuan Wang, Caixin Kang +4

Spatial cognition enables adaptive goal-directed behavior by constructing internal models of space. Robust biological systems consolidate spatial knowledge into three interconnecte…

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