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Liqiu Meng

5 papers hereh-index 576 citations16 works total

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

author position
  • last author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • physics.soc-ph2
  • cs.CE1
  • cs.HC1
  • stat.ML1
same name
  • Liqiu Meng — 6 papers, h 2

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
20242026
most citedInterpreting core forms of urban morphology linked to urban functions with explainable graph neural network

11 citations · 12 across the 5 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

physics.soc-ph2026

Lost in Aggregation: A Multi-Scale Diagnostic Benchmark for LLM Spatial Navigation

Yuhan jiang, Peng Luo, Liqiu Meng

Large language models (LLMs) are increasingly deployed as planners and assistants in tasks with inherent spatial structure, such as navigation and route planning, yet they remain b…

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