Publications

2024

Coding Pitfalls: Demystifying the Potential API Compatibility Risk of Variadic Parameters in Python

Shuai Zhang, Gangqiang He, Guanping Xiao

ISSRE 24-FA

August, 2024

Details PDF Code

An Exploratory Evaluation of Large Language Models Using Empirical Software Engineering Tasks

Wenjun Liang, Guanping Xiao

Internetware 24

June, 2024

Details PDF Slides Dataset

Deep Semi-Supervised Learning for Recovering Traceability Links between Issues and Commits

Jianfei Zhu, Guanping Xiao, Zheng Zheng, Yulei Sui

JSS 24

February, 2024

Details PDF Dataset

2023

An Exploratory Investigation of Log Anomalies in Unmanned Aerial Vehicles

Dinghua Wang, Shuqing Li, Guanping Xiao, Yepang Liu, Yulei Sui, Pinjia He, Michael R. Lyu

ICSE 24

December, 2023

Details PDF

Why Do Deep Learning Projects Differ in Compatible Framework Versions? An Exploratory Study

Huashan Lei, Shuai Zhang, Jun Wang, Guanping Xiao, Yepang Liu, Yulei Sui

ISSRE 23

August, 2023

Details PDF Slides Dataset

Compatibility Issues in Deep Learning Systems: Problems and Opportunities

Jun Wang, Guanping Xiao, Shuai Zhang, Huashan Lei, Yepang Liu, Yulei Sui

ESEC/FSE 23

July, 2023

Details PDF Slides Dataset

2022

Enhancing Traceability Link Recovery with Unlabeled Data

Jianfei Zhu, Guanping Xiao, Zheng Zheng, Yulei Sui

ISSRE 22

October, 2022

Details PDF Slides Code

2021

Nondeterministic Impact of CPU Multithreading on Training Deep Learning Systems

Guanping Xiao, Jun Liu, Zheng Zheng, Yulei Sui

ISSRE 21

October, 2021

Details PDF Slides Dataset

DeepSIM: Deep Semantic Information-Based Automatic Mandelbug Classification

Xiaoting Du, Zheng Zheng, Guanping Xiao, Zenghui Zhou, Kishor S. Trivedi

TRel 21

September, 2021

Details PDF Dataset

An Exploratory Study of Autopilot Software Bugs in Unmanned Aerial Vehicles

Dinghua Wang, Shuqing Li, Guanping Xiao, Yepang Liu, Yulei Sui

ESEC/FSE 21

August, 2021

Details PDF Dataset

2020

An Empirical Study of Code Deobfuscations on Detecting Obfuscated Android Piggybacked Apps

Yanxin Zhang, Guanping Xiao, Zheng Zheng, Tianqing Zhu, Ivor W. Tsang, Yulei Sui

APSEC 20

December, 2020

Details PDF

Fault Triggers in the TensorFlow Framework: An Experience Report

Xiaoting Du, Guanping Xiao, Yulei Sui

ISSRE 20

November, 2020

Details PDF Dataset

HINDBR: Heterogeneous Information Network Based Duplicate Bug Report Prediction

Guanping Xiao, Xiaoting Du, Yulei Sui, Tao Yue

ISSRE 20

November, 2020

Details PDF Slides Code

2019

Cross-project Bug Type Prediction based on Transfer Learning

Xiaoting Du, Zenghui Zhou, Beibei Yin, Guanping Xiao

SQJ 19

September, 2019

Details PDF

An Empirical Study of Fault Triggers in the Linux Operating System: An Evolutionary Perspective

Guanping Xiao, Zheng Zheng, Beibei Yin, Kishor S. Trivedi, Xiaoting Du, Kaiyuan Cai

TRel 19

June, 2019

Details PDF Dataset

An Empirical Study of Regression Bug Chains in Linux

Guanping Xiao, Zheng Zheng, Bo Jiang, Yulei Sui

TRel 19

March, 2019

Details PDF Dataset

2018

Evolution Analysis of a UAV Real-time Operating System from a Network Perspective

Zheng Zheng, Guanping Xiao

CJA 18

April, 2018

Details PDF

2017

Experience Report: Fault Triggers in Linux Operating System: From Evolution Perspective

Guanping Xiao, Zheng Zheng, Beibei Yin, Kishor S. Trivedi, Xiaoting Du, Kaiyuan Cai

ISSRE 17

November, 2017

Details PDF Slides

The Automatic Classification of Fault Trigger Based Bug Report

Xiaoting Du, Zheng Zheng, Guanping Xiao, Beibei Yin

ISSREW 17

November, 2017

Details PDF

2016

Analysis of the Runtime Linux Operating System as a Complex Weighted Network

Haoqin Wang, Guanping Xiao

SATE 16

December, 2016

Details PDF

Evolution of Linux Operating System Network

Guanping Xiao, Zheng Zheng, Haoqin Wang

Physica A

September, 2016

Details PDF

2015

Network of Networks in Linux Operating System

Haoqin Wang, Zhen Chen, Guanping Xiao, Zheng Zheng

Physica A

December, 2015

Details PDF