百晓学者学者目录

刘进

博士生导师、博导、教授、硕导,武汉大学

精选作品

期刊论文

2026

Understanding Bugs in Model Context Protocol Development Frameworks: An Empirical Study

Sicheng He, Chang Li, Jiaming Liu, Jin Liu, Jacky Keung, Xiaoxue Ma

ACM Transactions on Software Engineering and Methodology

2026

MaMoE4Rec: Multimodal recommendation with Hop-Aware graph modeling and Mixture-of-Experts fusion

Sirui Zheng, Jin Liu, Bo Huang, Yongqiang Tang, Lan You, Hamido Fujita

Expert Systems with Applications

2025

Modeling Relational Correlations with Dual-View Transformation for Temporal Knowledge Graph Forecasting

Yao Xiao, Zihao Jiang, Enqiang Wang, Jin Liu

2025

Causal inference and attribute correlation consistency for eliminating popularity bias in recommendation system

Bo Huang, Zhenhao Wang, Feifan Yan, Jin Liu, Hamido Fujita, Xiao Liu, Hanan Aljuaid

Applied Soft Computing

2025

RK-VQA: Rational knowledge-aware fusion-in-decoder for knowledge-based visual question answering

Weipeng Chen, Xu Quan Huang, Zifeng Liu, Jin Liu, Jin Liu, Lan Yo

Information Fusion

2024

Fu-Rec: Multi-Task Learning Recommendation Model Fusing Neighbor-Discrimination and Self-Discrimination

Sirui Zheng, Bo Huang, Jin Liu, Guohui Zeng, Ling Yin, Zhi Li, Tie SUN

Wuhan University Journal of Natural Sciences

2024

Fight Fire With Fire: How Much Can We Trust ChatGPT on Source Code-Related Tasks?

Xiao Yu, Lei Liu, Xing Hu, Jacky Keung, Jin Liu, Xin Xia

IEEE Transactions on Software Engineering

2024

One Subgraph for All: Efficient Reasoning on Opening Subgraphs for Inductive Knowledge Graph Completion

Zhiwen Xie, Yi Zhang, Guangyou Zhou, Jin Liu, Xinhui Tu, Jimmy Xiangji Huang

IEEE Transactions on Knowledge and Data Engineering

2024

HGSVerb: Improving Zero-shot Text Classification via Hierarchical Generative Semantic-Aware Verbalizer

Zifeng Liu, Xu Huang, Weipeng Chen, Jin Liu

2024

Large language model ChatGPT versus small deep learning models for self‐admitted technical debt detection: Why not together?

Jun Li, Lixian Li, Jin Liu, Xiao Yu, X. Liu, Jacky Keung

Software Practice and Experience

2023

RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation

Fengji Zhang, B. Chen, Yue Zhang, J. Keung, Jin Liu, Dao-Guang Zan, Yi Mao, Jian-Guang Lou, Wei-Zhu Chen

Conference on Empirical Methods in Natural Language Processing

2023

Detecting multi-type self-admitted technical debt with generative adversarial network-based neural networks

Jiaojiao Yu, Xu Zhou, Xiao Liu, Jin Liu, Jin Liu, Zhiwen Xie, Kunsong Zhao

Information and Software Technology

2023

Extended Abstract of Graph4Web: A Relation-Aware Graph Attention Network for Web Service Classification

Kunsong Zhao, Jin Liu, Zhou Xu, Xiao Liu, Lei Xue, Zhiwen Xie, Yuxuan Zhou, Xin Wang

IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)

2023

TARGAT: A Time-Aware Relational Graph Attention Model for Temporal Knowledge Graph Embedding

Zhiwen Xie, Runjie Zhu, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang

IEEE/ACM Transactions on Audio Speech and Language Processing

2022

CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training

Xin Wang, Yasheng Wang, Yao Wan, Jiawei Wang, Pingyi Zhou, Li Li, Hao Wu, Jin Liu

Findings of the Association for Computational Linguistics: NAACL

2022

Test-Driven Multi-Task Learning with Functionally Equivalent Code Transformation for Neural Code Generation

Xin Wang, Xiao Liu, Pingyi Zhou, Qi-Xian Liu, Jin Liu, Hao Wu, Xiao Cui

International Conference on Automated Software Engineering

2022

Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization

Juncai Guo, Jin Liu, Yao Wan, Li Li, Pingyi Zhou

Annual Meeting of the Association for Computational Linguistics

2022

Diverse Title Generation for Stack Overflow Posts with Multiple Sampling Enhanced Transformer

Fengji Zhang, Jin Liu, Yao Wan, Xiao Yu, Xiao Liu, J. Keung

Journal of Systems and Software

2022

Compilable Neural Code Generation with Compiler Feedback

Xin Wang, Yasheng Wang, Yao Wan, Fei Mi, Yitong Li, Pingyi Zhou, Jin Liu, Hao Wu, Xin Jiang, Qun Liu

Findings of the Association for Computational Linguistics: ACL 2022

2022

Pyscribe - Learning to Describe Python Code

Juncai Guo, Jin Liu, Yao Wan, Yan-Jie Zhao, Li Li, Kui Liu, Jacques Klein, Tegawendé F. Bissyandé

Social Science Research Network

2022

Towards automated Android app internationalisation: An exploratory study

Pei Liu, Qingxin Xia, Kui Liu, Juncai Guo, Xin Wang, Jin Liu, John C. Grundy, Li Li

Journal of Systems and Software

2022

Event Detection Based on Generative Adversarial Learning

Meng Zhang, Zhiwen Xie, Jin Liu

IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)

2022

Exploiting gated graph neural network for detecting and explaining self-admitted technical debts

Jiaojiao Yu, Kunsong Zhao, Jin Liu, Xiao Liu, Xu Zhou, Xin Wang

Journal of Systems and Software

2022

Modeling Temporal-Sensitive Information for Complex Question Answering over Knowledge Graphs

Yao Xiao, Guangyou Zhou, Jin Liu

Lecture notes in computer science

2022

Data Augmentation Based on Pre-trained Language Model for Event Detection

Meng Zhang, Zhiwen Xie, Jin Liu

Communications in computer and information science

2022

SparseMult: A Tensor Decomposition model based on Sparse Relation Matrix

Zhiwen Xie, Runjie Zhu, Meng Zhang, Jin Liu

IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)

2022

Query Path Generation via Bidirectional Reasoning for Multihop Question Answering From Knowledge Bases

Geng Zhang, Jin Liu, Guangyou Zhou, Zhiwen Xie, Xiao Yu, Xiaohui Cui

IEEE Transactions on Cognitive and Developmental Systems

2022

Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention network

Xin Wang, Xiao Liu, Hao Wu, Jin Liu, Xiaomei Chen, Zhou Xu

World Wide Web

2022

GFCNet: Utilizing graph feature collection networks for coronavirus knowledge graph embeddings

Zhiwen Xie, Runjie Zhu, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang, Xiaohui Cui

Information Sciences

2022

Graph4Web: A relation-aware graph attention network for web service classification

Kunsong Zhao, Jin Liu, Xu Zhou, Xiao Liu, Lei Xue, Zhiwen Xie, Yuxuan Zhou, Xin Wang

Journal of Systems and Software

2021

CLSEBERT: Contrastive Learning for Syntax Enhanced Code Pre-Trained Model

Xin Wang, Yasheng Wang, Pingyi Zhou, Fei Mi, Mengting Xiao, Yadao Wang, Li Li, Xiao Liu, Hao Wu, Jin Liu, Xin Jiang

arXiv.org

2021

Relational Graph Neural Network with Neighbor Interactions for Bundle Recommendation Service

Xin Wang, Xiao Liu, Jin Liu, Hao Wu

IEEE International Conference on Web Services (ICWS)

2021

Predicting Crash Fault Residence via Simplified Deep Forest Based on A Reduced Feature Set

Kunsong Zhao, Jin Liu, Xu Zhou, Li Li, Meng Ling Yan, Jiaojiao Yu, Yuxuan Zhou

IEEE/ACM International Conference on Program Comprehension (ICPC)

2021

Time-aware User Modeling with Check-in Time Prediction for Next POI Recommendation

Xin Wang, Xiao Liu, Li Li, Xiao Chen, Jin Liu, Hao Wu

IEEE International Conference on Web Services (ICWS)

2021

A novel knowledge graph embedding based API recommendation method for Mashup development

Xin Wang, Xiao Liu, Jin Liu, Xiaomei Chen, Hao Wu

World Wide Web

2021

ServiceBERT: A Pre-trained Model for Web Service Tagging and Recommendation

Xin Wang, Pingyi Zhou, Yasheng Wang, Xiao Liu, Jin Liu, Hao Wu

Lecture notes in computer science

2020

A comprehensive comparative study of clustering-based unsupervised defect prediction models

Zhou Xu, Li Li, Meng Ling Yan, Jin Liu, Xiapu Luo, John Grundy, Yifeng Zhang, Xiaohong Zhang

Journal of Systems and Software

2020

A Novel Dual-Graph Convolutional Network based Web Service Classification Framework

Xin Wang, Jin Liu, Xiao Liu, Xiaohui Cui, Hao Wu

IEEE International Conference on Web Services (ICWS)

2020

A Spatial and Sequential Combined Method for Web Service Classification

Xin Wang, Jin Liu, Xiao Liu, Xiaohui Cui, Hao Wu

Lecture notes in computer science

2020

Detecting and explaining self-admitted technical debts with attention-based neural networks

Xin Wang, Jin Liu, Li Li, Xiao Chen, Xiao Liu, Hao Wu

IEEE/ACM International Conference on Automated Software Engineering (ASE)

2020

ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding

Zhiwen Xie, Guangyou Zhou, Jin Liu, Jimmy Xiangji Huang

Annual Meeting of the Association for Computational Linguistics (ACL)

2019

Identifying Crashing Fault Residence Based on Cross Project Model

Xu Zhou, Tao Zhang, Yifeng Zhang, Yutian Tang, Jin Liu, Xiapu Luo, Jacky Keung, Xiaohui Cui

IEEE International Symposium on Software Reliability Engineering (ISSRE)

2019

LDFR: Learning deep feature representation for software defect prediction

Zhou Xu, Shuai Li, Jun Xu, Jin Liu, Xiapu Luo, Yifeng Zhang, Tao Zhang, Jacky Keung, Yutian Tang

Journal of Systems and Software

2019

Runtime Verification of Business Cloud Workflow Temporal Conformance

Haoyu Luo, Xiao Liu, Jin Liu, Yun Jin Yang, John Grundy

IEEE Transactions on Services Computing

2019

Cross Project Defect Prediction via Balanced Distribution Adaptation Based Transfer Learning

Zhou Xu, Shuai Pang, Tao Zhang, Xiapu Luo, Jin Liu, Yutian Tang, Xiao Yu, Lei Xue

Journal of Computer Science and Technology

2019

Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM

Xiao Yu, Jin Liu, Jacky Keung, Qing Li, Kwabena Ebo Bennin, Zhou Xu, Jun Ping Wang, Xiaohui Cui

IEEE Transactions on Reliability

2019

Is deep learning better than traditional approaches in tag recommendation for software information sites?

Pingyi Zhou, Jin Liu, Xiao Liu, Zijiang Yang, John Grundy

Information and Software Technology

2018

Scalable and parallel sequential pattern mining using spark

Xiao Yu, Qing Li, Jin Liu

World Wide Web

2018

Cross-version defect prediction via hybrid active learning with kernel principal component analysis

Zhou Xu, Jin Liu, Xiapu Luo, Tao Zhang

IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)

2018

HIB-tree: An efficient index method for the big data analytics of large-scale human activity trajectories

Xu Chen, Jie Zhang, Zheng Xu, Jin Liu

Future Generation Computer Systems

2018

Software defect prediction based on kernel PCA and weighted extreme learning machine

Zhou Xu, Jin Liu, Xiapu Luo, Zijiang Yang, Yifeng Zhang, Peipei Yuan, Yutian Tang, Tao Zhang

Information and Software Technology

2018

FastTagRec: fast tag recommendation for software information sites

Jin Liu, Pingyi Zhou, Zijiang Yang, Xiao Liu, John Grundy

Automated Software Engineering

2018

Adaptive Temporal Verification and Violation Handling for Time-Constrained Business Cloud Workflows

Haoyu Luo, Xiao Liu, Jin Liu, Bo Han, Yun Jin Yang

Lecture notes in computer science

2017

Improving Cross-Company Defect Prediction with Data Filtering

Xiao Yu, Jin Liu, Weiqiang Peng, Xingyu Peng

International Journal of Software Engineering and Knowledge Engineering

2017

Learning from Imbalanced Data for Predicting the Number of Software Defects

Xiao Yu, Jin Liu, Zijiang Yang, Xiangyang Jia, Qi Ling, Sizhe Ye

IEEE International Symposium on Software Reliability Engineering (ISSRE)

2017

A Data Filtering Method Based on Agglomerative Clustering

Xiao Yu, Peipei Zhou, Jiansheng Zhang, Jin Liu

Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering

2017

An Empirical Study on the Equivalence and Stability of Feature Selection for Noisy Software Defect Data

Xu Zhou, Jin Liu, Zhen Xia, Peipei Yuan

Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering

2017

Scalable tag recommendation for software information sites

Pingyi Zhou, Jin Liu, Zijiang Yang, Guangyou Zhou

IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)

2017

Predicting temporal violations for parallel business cloud workflows

Haoyu Luo, Jin Liu, Xiao Liu, Yun Jin Yang

Software Practice and Experience

2017

The Bayesian Network based program dependence graph and its application to fault localization

Xiao Yu, Jin Liu, Zijiang Yang, Xiao Liu

Journal of Systems and Software

2017

Propagation-Aware Temporal Verification for Parallel Business Cloud Workflows

Haoyu Luo, Xiao Liu, Jin Liu, Yun Jin Yang

IEEE International Conference on Web Services (ICWS)

2016

The Impact of Feature Selection on Defect Prediction Performance: An Empirical Comparison

Xu Zhou, Jin Liu, Zijiang Yang, Gege An, Xiangyang Jia

IEEE International Symposium on Software Reliability Engineering (ISSRE)

2016

A cloud‐based taxi trace mining framework for smart city

Jin Liu, Xiao Yu, Zheng Xu, Kim‐Kwang Raymond Choo, Liang Hong, Xiaohui Cui

Software Practice and Experience

2016

Automatically constructing course dependence graph based on association semantic link model

Pingyi Zhou, Jin Liu, Xianzhao Yang, Xiaohui Cui, Liang Chang, Shunxiang Zhang

Personal and Ubiquitous Computing

2016

A Multi-Source TrAdaBoost Approach for Cross-Company Defect Prediction

Xiao Yu, Jin Liu, Mandi Fu, Chuanxiang Ma, Guoping Nie

Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering

2016

MICHAC: Defect Prediction via Feature Selection Based on Maximal Information Coefficient with Hierarchical Agglomerative Clustering

Zhou Xu, Jifeng Xuan, Jin Liu, Xiaohui Cui

IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)

2016

Bayesian Network Based Program Dependence Graph for Fault Localization

Xiao Yu, Jin Liu, Zijiang Yang, Xiao Liu, Xiaofei Yin, Shijie Yi

IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)

2016

Editorial for special issue on Big Data and knowledge extraction for Cyber-Physical Systems 2016

Xiuzhen Cheng, Yunchuan Sun, Zhipeng Cai, Jiguo Yu, Donghyun Kim, Jin Liu

International Journal of Distributed Sensor Networks

2016

Optimization of Merge Policy in AsterixDB Big Data Management System

Jie Zhang, Zhiyuan Li, Yidou You, Runge Huang, Jin Liu, Chen Xu

International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI)

2016

An Effective Energy Testing Framework for Cloud Workflow Activities

Zhou Zhao, Xiao Liu, Juan Li, Kepi Zhang, Jin Liu

Communications in computer and information science

2015

Sentence Ranking with the Semantic Link Network in Scientific Paper

Jiao Tian, Mengyun Cao, Jin Liu, Xiaoping Sun, Hai Zhuge

International Conference on Semantics, Knowledge and Grids (SKG)

2015

Mixed-Integer Optimization Based Green Service Selection for Large-Scale Concurrent CQA Service

Wei Yang, Jin Liu, Xiaohui Cui

International Conference on Semantics, Knowledge and Grids (SKG)

2015

Social sensing enhanced time estimation for bus service

Jin Liu, Juan Li, Xiaohui Cui, Xiaoguang Niu, Xiaoping Sun, Jing Li Zhou

Concurrency and Computation Practice and Experience

2015

User's Interests-Based Movie Recommendation in Heterogeneous Network

Wei Yang, Xiaohui Cui, Jin Liu, Zhibo Wang, Weiping Zhu, Wei Li

International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI)

2015

Automatically Constructing of Association Semantic Link Enabled Subject Cognitive Mapping

Pingyi Zhou, Jin Liu, Xianzhao Yang, Xu Chen, Shunxiang Zhang

International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI)

2014

Dictionary learning based software defect prediction

Xiao‐Yuan Jing, Shi Ying, Zhiwu Zhang, Shanshan Wu, Jin Liu

Proceedings/Proceedings - International Conference on Software Engineering

2014

Causal Inference Based Service Dependency Graph for Statistical Service Fault Localization

Lixian Li, Jin Liu, Zhangbing Zhou, Haoyu Luo, Wenrui Liu, Juan Li

International Conference on Semantics, Knowledge and Grids (SKG)

2012

An Embedded Co-AdaBoost and Its Application in Classification of Software Document Relation

Jin Liu, Juan Li, Yuan Xie, Jeff Lei, Qiping Hu

International Conference on Semantics, Knowledge and Grids (SKG)

2011

Get Twice the Result with Half the Effort: A Practical Approach to Reducing the Complexity of Processing Magnanimous Information

Feng Ge, Xiaoming Lv, Sha Hu, Jin Liu

International Conference on Semantics, Knowledge and Grids (SKG)

2011

OCL-Based Testing for E-Learning Web Service

Jin Liu, Xiao-Ming Lu, Xi-guang Feng, Jianxun Liu

Lecture notes in computer science

2010

Cloud service: automatic construction and evolution of software process problem-solving resource space

Jin Liu, Jing Li Zhou, Junfeng Wang, Xue Chen, Hainan Zhou

The Journal of Supercomputing

2009

Automatic Construction of SP Problem-Solving Resource Space

Jin Liu, Fei Liu, Xue Chen, Junfeng Wang

Lecture notes in computer science

2007

Resource space view tour mechanism

Jin Liu, Xiang Li, Liang Feng

Concurrency and Computation Practice and Experience

2006

基于语义的Web服务注册联邦的研究

李兵,刘婧,何克清,梁鹏,彭蓉,刘进

《小型微型计算机系统》

2006

面向服务架构的电子商务互操作性测评研究

梁鹏,何克清,李兵,刘进

《计算机工程》

2006

Interoperability Test of e-Business Solutions Based on Service-oriented Architecture

Jin Liu

Jisuanji gongcheng

2006

A Method of Mapping OWL-S to OPM

Jin Liu

Jisuanji gongcheng

2005

Research on Semantic-Based Web Services Registry Federation

Bing Li, Fei He, Wudong Liu, Keqing He, Jin Liu

Lecture notes in computer science

2005

Classifying Class and Finding Community in UML Metamodel Network

Bin Liu, Deyi Li, Jin Liu, Fei He

Lecture notes in computer science

2005

The interoperability between different e-business specifications

Peng Liang, Keqing He, Bing Li, Jin Liu

2005

A transformation definition metamodel for model transformation

Jin Liu, Keqing He, Bing Li, Chengwan He, Peng Liang

2005

A Perspective of Fusing Ontology and Metamodeling Architecture in Interconnection Environment

Jin Liu, Keqing He, Bing Li, Fei He

International Conference on Semantics, Knowledge and Grid (SKG)

2005

A Rule-based Model Transformation Method

Jin Liu

Jisuanji yingyong yanjiu

2005

Using RoleOf relationship in design pattern instantiation

Chengwan He, Keqing He, F. He, Feng Yao, Jin Liu

2004

SE4SC: a specific search engine for software components

Hao Chen, Ying Shi, Jin Liu, Wei Wang

2004

Interoperability test of ebXML e-business solutions

Peng Liang, Keqing He, Bing Li, Jin Liu

2004

Building Interoperable Software Components Repository Based on MMF

Bing Li, Keqing He, Jin Liu, Qiang Wang, Peng Liang, Rong Peng

Lecture notes in computer science

预印本

2022

A Frequency-aware Software Cache for Large Recommendation System Embeddings

Jiarui Fang, Geng Zhang, Jiatong Han, Shenggui Li, Zhengda Bian, Yongbin Li, Jin Liu, Yang You

arXiv (Cornell University)

书籍章节

2011

A Reinforcement Learning Based Tag Recommendation

Feng Ge, Yi Fang He, Jin Liu, Xiaoming Lv, Wensheng Zhang, Yiqun Li

Advances in intelligent and soft computing

此主页由公开资料整理,尚未经学者本人认领。