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Xiaofei Xie — most-cited papers & profile · AI for Code
← authors
·
overview
Xiaofei Xie
20
papers ·
202
citations ·
42
h-index
Guiyang College of Traditional Chinese Medicine · Tianjin University · Shanghai Zhabei District Shibei Hospital · Anyang Hospital of Traditional Chinese Medicine · Singapore Management University
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Most-cited papers
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN
2020 · 69 citations
Learning Program Semantics with Code Representations: An Empirical Study
2022 · 45 citations
TransRepair: Context-aware Program Repair for Compilation Errors
2022 · 30 citations
Evaluating AIGC Detectors on Code Content
2023 · 16 citations
GPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis
2023 · 14 citations
Bias Testing and Mitigation in LLM-based Code Generation
2023 · 7 citations
SpecGen: Automated Generation of Formal Program Specifications via Large Language Models
2024 · 6 citations
Unveiling Code Pre-Trained Models: Investigating Syntax and Semantics Capacities
2022 · 5 citations
Automatic Web Testing using Curiosity-Driven Reinforcement Learning
2021 · 4 citations
GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses
2021 · 2 citations
Decompiling x86 Deep Neural Network Executables
2022 · 2 citations
ContraBERT: Enhancing Code Pre-trained Models via Contrastive Learning
2023 · 2 citations
AutoEmpirical: LLM-Based Automated Research for Empirical Software Fault Analysis
2025
Defects4C: Benchmarking Large Language Model Repair Capability with C/C++ Bugs
2025
VulStamp: Vulnerability Assessment using Large Language Model
2025
Top co-authors
Yang Liu
· 7
Shangqing Liu
· 5
Qiang Hu
· 4
Shangqing Liu
· 4
Guozhu Meng
· 3
Chao Shen
· 2
Jian Wang
· 2
Lei Ma
· 2
Maxime Cordy
· 2
Mengjie Zhao
· 2
Mike Papadakis
· 2
Mingsong Chen
· 2
Topics
Software Engineering
Code Generation
Code Understanding
Bug Detection
Code Models
Program Repair
Testing
Code Translation
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