Jin Liu

ORCID: 0000-0003-2690-2216
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About
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Research Areas
  • Software Engineering Research
  • Software System Performance and Reliability
  • Software Reliability and Analysis Research
  • Linguistics and Discourse Analysis
  • Language, Metaphor, and Cognition
  • Service-Oriented Architecture and Web Services
  • Resilience and Mental Health
  • Multimodal Machine Learning Applications
  • Education and Work Dynamics
  • Language, Discourse, Communication Strategies
  • Lexicography and Language Studies
  • Ideological and Political Education
  • Historical and Linguistic Studies
  • Psychometric Methodologies and Testing
  • Swearing, Euphemism, Multilingualism
  • Evaluation and Performance Assessment
  • China's Ethnic Minorities and Relations
  • Historical Linguistics and Language Studies
  • Ancient Egypt and Archaeology
  • Chinese history and philosophy
  • Business Process Modeling and Analysis
  • Musicology and Musical Analysis
  • Literary, Cultural, Historical Analysis
  • Shakespeare, Adaptation, and Literary Criticism
  • Historical Geography and Cartography

Wuhan University
2004-2025

State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing
2025

Virginia Commonwealth University
2022

Shanxi Normal University
2020

Guizhou Normal University
2017

Guangdong Polytechnic Normal University
2014

Dalian University
2014

Yuncheng University
2003-2004

Software defect prediction aims at detecting the defect-prone software modules by mining historical development data from repositories. If such are identified early stage of development, it can save large amounts resources. Cross Version Defect Prediction (CVDP) is a practical scenario training classification model on prior version and then predicting labels current version. However, constantly-evolving process which leads to distribution differences across versions within same project. The...

10.1145/3196321.3196331 article EN 2018-05-28

Effort-Aware Defect Prediction (EADP) ranks software modules based on the possibility of these being defective, their predicted number defects, or defect density by using learning to rank algorithms. Prior empirical studies compared a few algorithms considering small datasets, evaluating with inappropriate one type performance measure, and non-robust statistical test techniques. To address concerns investigate impact EADP models, we examine practical effects 23 41 available datasets from...

10.1109/saner.2019.8668033 article EN 2019-02-01

Traditional object detection models often lose the detailed outline information of object. To address this problem, we propose Fourier Series Object Detection (FSD). It encodes object's closed curve into two one-dimensional periodic series. The Model (FSM) is constructed to regress series for each in image. Thus, during inference, can be retrieved. We introduce Rolling Optimization Matching loss ensure that model's learning process not affected by sequence starting points labeled contour...

10.1109/tpami.2025.3526990 article EN IEEE Transactions on Pattern Analysis and Machine Intelligence 2025-01-01

In the process of daily interpersonal communication, hedges have a very wide and universal application. actual their own unique pragmatic value in reducing information sentences, weakening sentences transferring topic. This paper has adopted Politeness Principle proposed by Leech as theoretical framework aims to make an analysis used famous English literature Jane Eyre through method qualitative research. As result, it is found there are four main functions follows: maintaining better...

10.17507/tpls.1012.15 article EN Theory and Practice in Language Studies 2020-12-01

Although value of ontologies is widely admitted in Web-based information management, acquisition still the bottleneck developing applications based on them. Rapid high-quality software component attribute ontology (SCAO) desired some infrastructural platforms that intend to facilitate weaving systems component. After analyzing existing methodologies, we advance a new methodology for acquiring SCAO. The purpose this both rapid and quality control can be achieved. process, algorithm...

10.1109/cit.2004.1357336 article EN 2004-12-23

As the scale and complexity of software products increase, maintenance on bug resolution has become a challenging work.In process implementation, developers often use reports, source code change history to help solve bugs.However, hundreds reports are being submitted every day.It is time-consuming effortless for review all reports.To facilitate assignment existing developer recommendation systems typically recommend who fullest potential.However, highly varied; time that may spend fixing...

10.18293/seke2016-125 article EN Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering 2016-07-01

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10.1075/cogls.4.1.08yan article EN Cognitive Linguistic Studies 2017-05-02

The software inevitably encounters the crash, which will take developers a large amount of effort to find fault causing crash (short for crashing fault). Developing automatic methods identify residence is crucial activity quality assurance. Researchers have proposed predict whether resides in stack trace based on features collected from and faulty code, aiming at saving debugging developers. However, previous work usually neglected feature preprocessing operation towards data only used...

10.48550/arxiv.2104.01768 preprint EN other-oa arXiv (Cornell University) 2021-01-01
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