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Shangxin Guo

5 papers hereh-index 4212 citations7 works total

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

author position
  • middle author4
  • last author1

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

fields
  • cs.SE3
  • cs.AI2

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedNatural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review

131 citations · 173 across the 5 of their papers we have counts for

collaborators
Showing cs.SEShow all

3 papers · 1 filter

cs.SE2025★ 37 cited

From Code Generation to Software Testing: AI Copilot with Context-Based RAG

Yuchen Wang, Shangxin Guo, Chee Wei Tan

The rapid pace of large-scale software development places increasing demands on traditional testing methodologies, often leading to bottlenecks in efficiency, accuracy, and coverag…

cs.SE2023★ 5 cited

Copilot for Xcode: Exploring AI-Assisted Programming by Prompting Cloud-based Large Language Models

Chee Wei Tan, Shangxin Guo, Man Fai Wong +1

This paper presents an AI-assisted programming tool called Copilot for Xcode for program composition and design to support human software developers. By seamlessly integrating clou…

cs.SE2023★ 131 cited

Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review

Man Fai Wong, Shangxin Guo, Ching Nam Hang +2

This paper provides a comprehensive review of the literature concerning the utilization of Natural Language Processing (NLP) techniques, with a particular focus on transformer-base…

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