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researcher

Changshu Liu

5 papers hereh-index 396 citations9 works total

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

author position
  • sole author1
  • first author3

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.SE5
same name
  • Changshu Liu — 1 paper, 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
20242026
most citedCodeMind: Evaluating Large Language Models for Code Reasoning

5 citations · 5 across the 3 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cs.SE2026

Evaluating LLMs Code Reasoning Under Real-World Context

Changshu Liu

Code reasoning tasks are increasingly crucial to evaluating large language models (LLMs). Yet most existing benchmarks rely on simplistic, LLM-generated snippets or human-written s…

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