廖志芳｜中南大学｜学者主页

期刊论文

2026

Code Refinement with Repository Context: How Far are We?

Ke Wang, Peng Lan, Jiakun Liu, Shengbing Ren, Lingfeng Bao, Junxiao Han, David Lo, Zhifang Liao

ACM Transactions on Software Engineering and Methodology

DOI

2026

Delving into History: Retrieve Less but Augment More on Commit Message Generation

Peng Lan, Jiakun Liu, Xinyu Zhong, Ning Gui, Lingfeng Bao, David Lo, Zhifang Liao

ACM Transactions on Software Engineering and Methodology

DOI

2025

GitHub project recommendation based on knowledge graph and developer similarity

Song Yu, Wenlong Liu, Han-Nan Wu, Zhifang Liao

Computer/law journal

DOI

2025

Cross-Community Question Relevance Prediction for Stack Overflow and GitHub

Song Yu, Bu-Gao Jiang, Danni Zhang, Zhifang Liao

Journal of universal computer science (Online)

DOI

2025

SECMG: Style Enhancement Commit Message Generation

Zhifang Liao, Wenlong Liu, Peng Lan

DOI

2025

Cmdesum: A Cross-Modal Deliberation Network for Code Summarization

Zhifang Liao, Xiaoyu Liu, Peng Lan, Song Yu, Peng Liu

IEEE/ACM International Conference on Program Comprehension (ICPC)

DOI

2024

Self-Admitted Technical Debts Identification: How Far Are We?

Hao Gu, Shichao Zhang, Qiao Huang, Zhifang Liao, Jia-Kun Liu, David Lo

IEEE International Conference on Software Analysis, Evolution, and Reengineering

DOI

2024

DupLLM:Duplicate Pull Requests Detection Based on Large Language Model

Zhifang Liao, Peng Liu, Peng Lan, Ke Sun

Proceedings - Asia Pacific Software Engineering Conference/Proceedings

DOI

2023

BDGOA: A bot detection approach for GitHub OAuth Apps

Zhifang Liao, Xue-Chun Huang, Bolin Zhang, Jin-Song Wu, Yuzhong Cheng

Intell. Converged Networks

DOI

2023

Graph Convolutional Network-Based Repository Recommendation System

Zhifang Liao, Shuyuan Cao, Bin Li, Shengzong Liu, Yan Zhang, Song Yu

Computer Modeling in Engineering & Sciences

DOI

2023

HSPM: A Better Model to Effectively Preventing Open-Source Projects from Dying

Zhifang Liao, Fangying Fu, Yiqi Zhao, Sui Tan, Zhiwu Yu, Yan Zhang

Computer Systems Science and Engineering

DOI

2023

Code Reviewer Intelligent Prediction in Open Source Industrial Software Project

Zhifang Liao, Bolin Zhang, Xuechun Huang, Song Yu, Yan Zhang

Computer Modeling in Engineering & Sciences

DOI

2022

Classification of open source software bug report based on transfer learning

Zhifang Liao, Kun Wang, Qi Zeng, Shengzong Liu, Zhang Yan, Jianbiao He

Expert Systems

DOI

2021

Detecting Duplicate Questions in Stack Overflow via Semantic and Relevance Approaches

Zhifang Liao, Wenlong Li, Yan Zhang, Song Yu

Proceedings - Asia Pacific Software Engineering Conference/Proceedings

DOI

2020

GitHub中基于CNN-LSTM的开发者项目推荐模型

廖志芳，杨洪瑜，宋天惠，郁松，齐笑斐

《电子学报》

2020

The Measurement of the Software Ecosystem’s Productivity with GitHub

Zhifang Liao, Yiqi Zhao, Shengzong Liu, Yan Zhang, Limin Liu, Jun Long

Computer Systems Science and Engineering

DOI

2020

How to Construct Software Knowledge Graph: A Case Study

Wuqian Lv, Zhifang Liao, Yan Zhang, Li Kuang, Ying Chen, Shuixiu Bi

IEEE World Congress on Services (SERVICES)

DOI

2020

How to Evaluate the Productivity of Software Ecosystem: A Case Study in GitHub

Zhifang Liao, Xiaofei Qi, Yan Zhang, Xiaoping Fan, Yun Zhou

Scientific Programming

DOI

2020

MEIM: A Multi-source Software Knowledge Entity Extraction Integration Model

Wuqian Lv, Zhifang Liao, Shengzong Liu, Yan Zhang

Computers, materials & continua/Computers, materials & continua (Print)

DOI

2019

新工科背景下基于价值引导的软件工程专业教学建设

陈志刚，夏旭，廖志芳，刘莉平，刘佳琦

《中国大学教学》，No. 10

下载原文

2019

GitHub开源软件开发过程中关键用户行为分析

廖志芳，李斯江，贺大禹，赵本洪

《小型微型计算机系统》

2019

TIRR: A Code Reviewer Recommendation Algorithm with Topic Model and Reviewer Influence

Zhifang Liao, Zexuan Wu, Jinsong Wu, Yan Zhang, Junyi Liu, Jun Long

Globecom

DOI

2019

Core-reviewer recommendation based on Pull Request topic model and collaborator social network

Zhifang Liao, ZeXuan Wu, Yanbing Li, Zhang Yan, Xiaoping Fan, Jinsong Wu

Soft Computing

DOI

2019

Identification-Method Research for Open-Source Software Ecosystems

Zhifang Liao, Ningwei Wang, Shengzong Liu, Yan Zhang, Hui Liu, Qi Zhang

Symmetry

DOI

2019

Healthy or Not: A Way to Predict Ecosystem Health in GitHub

Zhifang Liao, Mengjie Yi, Wang Yan, Shengzong Liu, Hui Liu, Yan Zhang, Yun Zhou

Symmetry

DOI

2018

Empirical Research on the Evaluation Model and Method of Sustainability of the Open Source Ecosystem

Zhifang Liao, Libing Deng, Xiaoping Fan, Yan Zhang, Hui Liu, Xiaofei Qi, Yun Zhou

Symmetry

DOI

2018

User personalized label set extraction algorithm based on LDA and collaborative filtering in open source software community

Zhifang Liao, Tianhui Song, Yan Wang, Xiaoping Fan, Yan Zhang

International Conference on Computer, Information and Telecommunication Systems

DOI

2018

A Prediction Model of the Project Life-Span in Open Source Software Ecosystem

Zhifang Liao, Benhong Zhao, Shengzong Liu, Haozhi Jin, Dayu He, Yang Liu, Yan Zhang, Jinsong Wu

Mobile Networks and Applications

DOI

2018

Exploring the Characteristics of Issue-Related Behaviors in GitHub Using Visualization Techniques

Zhifang Liao, Dayu He, Zhijie Chen, Xiaoping Fan, Zhang Yan, Shengzong Liu

IEEE Access

DOI

2017

DevRank: Mining Influential Developers in Github

Zhifang Liao, Haozhi Jin, Yifan Li, Benhong Zhao, Jinsong Wu, Shengzong Liu

Globecom

DOI

2017

Topic-Based Integrator Matching for Pull Request

Zhifang Liao, Yanbing Li, Dayu He, Jinsong Wu, Yan Zhang, Xiaoping Fan

Globecom

DOI

2015

基于PMF进行潜在特征因子分解的标签推荐

刘胜宗，樊晓平，廖志芳，吴言凤

《湖南大学学报(自然科学版)》

2014

基于隐反馈的类时齐Markov推荐模型

刘胜宗，廖志芳，胡佳，樊晓平

《电子学报》

2014

一种融合用户评分可信度和相似度的协同过滤算法

刘胜宗，廖志芳，吴言凤，樊晓平

《小型微型计算机系统》

2014

融合停留时间的隐Markov个性化推荐模型

刘胜宗，樊晓平，廖志芳，胡佳

《通信学报》

2013

张量分解的标签推荐及新用户标签推荐算法

廖志芳，王超群，李小庆，张苗

《小型微型计算机系统》

2012

三部图张量分解标签推荐算法

廖志芳，李玲，刘丽敏，李永周

《计算机学报》

预印本

2026

CAMCMG: Change-aware Model for Commit Message Generation

Zhifang Liao, Xingyuan Zhang, Peng Lan, Baohua Wu, Li Kuang

SSRN Electronic Journal

DOI

2025

Towards understanding the removal of self-admitted technical debt in pull requests

Peng Lan, Ke Wang, Hao Gu, Zhifang Liao

SSRN Electronic Journal

DOI

精选作品

期刊论文

Code Refinement with Repository Context: How Far are We?

Delving into History: Retrieve Less but Augment More on Commit Message Generation

GitHub project recommendation based on knowledge graph and developer similarity

Cross-Community Question Relevance Prediction for Stack Overflow and GitHub

SECMG: Style Enhancement Commit Message Generation

Cmdesum: A Cross-Modal Deliberation Network for Code Summarization

Self-Admitted Technical Debts Identification: How Far Are We?

DupLLM:Duplicate Pull Requests Detection Based on Large Language Model

BDGOA: A bot detection approach for GitHub OAuth Apps

Graph Convolutional Network-Based Repository Recommendation System

HSPM: A Better Model to Effectively Preventing Open-Source Projects from Dying

Code Reviewer Intelligent Prediction in Open Source Industrial Software Project

Classification of open source software bug report based on transfer learning

Detecting Duplicate Questions in Stack Overflow via Semantic and Relevance Approaches

GitHub中基于CNN-LSTM的开发者项目推荐模型

The Measurement of the Software Ecosystem’s Productivity with GitHub

How to Construct Software Knowledge Graph: A Case Study

How to Evaluate the Productivity of Software Ecosystem: A Case Study in GitHub

MEIM: A Multi-source Software Knowledge Entity Extraction Integration Model

新工科背景下基于价值引导的软件工程专业教学建设

GitHub开源软件开发过程中关键用户行为分析

TIRR: A Code Reviewer Recommendation Algorithm with Topic Model and Reviewer Influence

Core-reviewer recommendation based on Pull Request topic model and collaborator social network

Identification-Method Research for Open-Source Software Ecosystems

Healthy or Not: A Way to Predict Ecosystem Health in GitHub

Empirical Research on the Evaluation Model and Method of Sustainability of the Open Source Ecosystem

User personalized label set extraction algorithm based on LDA and collaborative filtering in open source software community

A Prediction Model of the Project Life-Span in Open Source Software Ecosystem

Exploring the Characteristics of Issue-Related Behaviors in GitHub Using Visualization Techniques

DevRank: Mining Influential Developers in Github

Topic-Based Integrator Matching for Pull Request

基于PMF进行潜在特征因子分解的标签推荐

基于隐反馈的类时齐Markov推荐模型

一种融合用户评分可信度和相似度的协同过滤算法

融合停留时间的隐Markov个性化推荐模型

张量分解的标签推荐及新用户标签推荐算法

三部图张量分解标签推荐算法

预印本

CAMCMG: Change-aware Model for Commit Message Generation

Towards understanding the removal of self-admitted technical debt in pull requests

研究方向