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List of works by Xin Peng

DiaVio: LLM-Empowered Diagnosis of Safety Violations in ADS Simulation Testing

scientific article published on 11 September 2024

Evaluating Large Language Models in Class-Level Code Generation

scientific article published on 12 April 2024

Evaluating and Improving ChatGPT for Unit Test Generation

scientific article published on 12 July 2024

FQN Inference in Partial Code by Prompt-tuned Language Model of Code

scientific article published on 24 August 2023

Identifying Affected Libraries and Their Ecosystems for Open Source Software Vulnerabilities

scientific article published on 12 April 2024

KG4CraSolver: Recommending Crash Solutions via Knowledge Graph

scientific article published on 30 November 2023

Magneto: A Step-Wise Approach to Exploit Vulnerabilities in Dependent Libraries via LLM-Empowered Directed Fuzzing

scientific article published on 18 October 2024

On Calibration of Pre-trained Code Models

scientific article published on 12 April 2024

Recommending Analogical APIs via Knowledge Graph Embedding

scientific article published on 30 November 2023

SCTAP: Supporting Scenario-Centric Trigger-Action Programming based on Software-Defined Physical Environments

scientific article published on 26 April 2023

SpiderScan: Practical Detection of Malicious NPM Packages Based on Graph-Based Behavior Modeling and Matching

scientific article published on 18 October 2024

Trace-based Multi-Dimensional Root Cause Localization of Performance Issues in Microservice Systems

scientific article published on 12 April 2024

Vision: Identifying Affected Library Versions for Open Source Software Vulnerabilities

scientific article published on 18 October 2024

XCoS: Explainable Code Search Based on Query Scoping and Knowledge Graph

scientific article published on 22 April 2023

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