Jin Liu

Orcid: 0000-0003-0359-0248

Affiliations:
  • Wuhan University, School of Computer, State Key Lab. of Software Engineering, Wuhan, China


According to our database1, Jin Liu authored at least 125 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
PyScribe-Learning to describe python code.
Softw. Pract. Exp., March, 2024

Summarizing source code through heterogeneous feature fusion and extraction.
Inf. Fusion, March, 2024

HyperED: A hierarchy-aware network based on hyperbolic geometry for event detection.
Comput. Intell., February, 2024

2023
Query Path Generation via Bidirectional Reasoning for Multihop Question Answering From Knowledge Bases.
IEEE Trans. Cogn. Dev. Syst., September, 2023

Summarizing source code with Heterogeneous Syntax Graph and dual position.
Inf. Process. Manag., September, 2023

Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention network.
World Wide Web (WWW), July, 2023

Diverse title generation for Stack Overflow posts with multiple-sampling-enhanced transformer.
J. Syst. Softw., June, 2023

Detecting multi-type self-admitted technical debt with generative adversarial network-based neural networks.
Inf. Softw. Technol., June, 2023

TARGAT: A Time-Aware Relational Graph Attention Model for Temporal Knowledge Graph Embedding.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

CRF-GCN: An effective syntactic dependency model for aspect-level sentiment analysis.
Knowl. Based Syst., 2023

Towards automated Android app internationalisation: An exploratory study.
J. Syst. Softw., 2023

NRAND: An efficient and robust dismantling approach for infectious disease network.
Inf. Process. Manag., 2023

Extended Abstract of Graph4Web: A Relation-Aware Graph Attention Network for Web Service Classification.
Proceedings of the IEEE International Conference on Software Analysis, 2023

Improving Cross-Modal Recipe Retrieval with Component-Aware Prompted CLIP Embedding.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

History, Present and Future: Enhancing Dialogue Generation with Few-Shot History-Future Prompt.
Proceedings of the IEEE International Conference on Acoustics, 2023

Learning Query Adaptive Anchor Representation for Inductive Relation Prediction.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Runtime Verification of Business Cloud Workflow Temporal Conformance.
IEEE Trans. Serv. Comput., 2022

Dual Gated Graph Attention Networks with Dynamic Iterative Training for Cross-Lingual Entity Alignment.
ACM Trans. Inf. Syst., 2022

DeepDT: Generative Adversarial Network for High-Resolution Climate Prediction.
IEEE Geosci. Remote. Sens. Lett., 2022

Entity alignment based on relational semantics augmentation for multilingual knowledge graphs.
Knowl. Based Syst., 2022

<i>Graph4Web</i>: A relation-aware graph attention network for web service classification.
J. Syst. Softw., 2022

Exploiting gated graph neural network for detecting and explaining self-admitted technical debts.
J. Syst. Softw., 2022

GFCNet: Utilizing graph feature collection networks for coronavirus knowledge graph embeddings.
Inf. Sci., 2022

An efficiency relation-specific graph transformation network for knowledge graph representation learning.
Inf. Process. Manag., 2022

Event Detection Based on Generative Adversarial Learning.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2022

SparseMult: A Tensor Decomposition model based on Sparse Relation Matrix.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2022

Modeling Temporal-Sensitive Information for Complex Question Answering over Knowledge Graphs.
Proceedings of the Natural Language Processing and Chinese Computing, 2022

CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Test-Driven Multi-Task Learning with Functionally Equivalent Code Transformation for Neural Code Generation.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Compilable Neural Code Generation with Compiler Feedback.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
A novel knowledge graph embedding based API recommendation method for Mashup development.
World Wide Web, 2021

Hierarchical Neighbor Propagation With Bidirectional Graph Attention Network for Relation Prediction.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

A comprehensive comparative study of clustering-based unsupervised defect prediction models.
J. Syst. Softw., 2021

CLSEBERT: Contrastive Learning for Syntax Enhanced Code Pre-Trained Model.
CoRR, 2021

The analysis of isolation measures for epidemic control of COVID-19.
Appl. Intell., 2021

Predicting Crash Fault Residence via Simplified Deep Forest Based on A Reduced Feature Set.
Proceedings of the 29th IEEE/ACM International Conference on Program Comprehension, 2021

Relational Graph Neural Network with Neighbor Interactions for Bundle Recommendation Service.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

Time-aware User Modeling with Check-in Time Prediction for Next POI Recommendation.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

ServiceBERT: A Pre-trained Model for Web Service Tagging and Recommendation.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

MDistMult: A Multiple Scoring Functions Model for Link Prediction on Antiviral Drugs Knowledge Graph.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Data Augmentation Based on Pre-trained Language Model for Event Detection.
Proceedings of the CCKS 2021 - Evaluation Track, 2021

2020
Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM.
IEEE Trans. Reliab., 2020

ResLap: Generating High-Resolution Climate Prediction Through Image Super-Resolution.
IEEE Access, 2020

Detecting and Explaining Self-Admitted Technical Debts with Attention-based Neural Networks.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

A Novel Dual-Graph Convolutional Network based Web Service Classification Framework.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

A Spatial and Sequential Combined Method for Web Service Classification.
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Scalable and parallel sequential pattern mining using spark.
World Wide Web, 2019

Prediction of collective actions using deep neural network and species competition model on social media.
World Wide Web, 2019

LDFR: Learning deep feature representation for software defect prediction.
J. Syst. Softw., 2019

TSTSS: A two-stage training subset selection framework for cross version defect prediction.
J. Syst. Softw., 2019

Cross Project Defect Prediction via Balanced Distribution Adaptation Based Transfer Learning.
J. Comput. Sci. Technol., 2019

Is deep learning better than traditional approaches in tag recommendation for software information sites?
Inf. Softw. Technol., 2019

Software defect prediction based on kernel PCA and weighted extreme learning machine.
Inf. Softw. Technol., 2019

Multi-lingual geoparsing based on machine translation.
Future Gener. Comput. Syst., 2019

On Improving the accuracy with Auto-Encoder on Conjunctivitis.
Appl. Soft Comput., 2019

An Empirical Study of Learning to Rank Techniques for Effort-Aware Defect Prediction.
Proceedings of the 26th IEEE International Conference on Software Analysis, 2019

Identifying Crashing Fault Residence Based on Cross Project Model.
Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019

2018
Predicting temporal violations for parallel business cloud workflows.
Softw. Pract. Exp., 2018

Industrial Big Data Analytics: Challenges, Methodologies, and Applications.
CoRR, 2018

FastTagRec: fast tag recommendation for software information sites.
Autom. Softw. Eng., 2018

Cross-version defect prediction via hybrid active learning with kernel principal component analysis.
Proceedings of the 25th International Conference on Software Analysis, 2018

Cross version defect prediction with representative data via sparse subset selection.
Proceedings of the 26th Conference on Program Comprehension, 2018

Adaptive Temporal Verification and Violation Handling for Time-Constrained Business Cloud Workflows.
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

2017
A cloud-based taxi trace mining framework for smart city.
Softw. Pract. Exp., 2017

The Bayesian Network based program dependence graph and its application to fault localization.
J. Syst. Softw., 2017

Improving Cross-Company Defect Prediction with Data Filtering.
Int. J. Softw. Eng. Knowl. Eng., 2017

Scalable tag recommendation for software information sites.
Proceedings of the IEEE 24th International Conference on Software Analysis, 2017

A Data Filtering Method Based on Agglomerative Clustering.
Proceedings of the 29th 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.
Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017

Learning from Imbalanced Data for Predicting the Number of Software Defects.
Proceedings of the 28th IEEE International Symposium on Software Reliability Engineering, 2017

Propagation-Aware Temporal Verification for Parallel Business Cloud Workflows.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Face Recognition via Domain Adaptation and Manifold Distance Metric Learning.
Proceedings of the Intelligent Computing Theories and Application, 2017

2016
Automatically constructing course dependence graph based on association semantic link model.
Pers. Ubiquitous Comput., 2016

An energy-efficient source-anonymity protocol in surveillance systems.
Pers. Ubiquitous Comput., 2016

Online social trust reinforced personalized recommendation.
Pers. Ubiquitous Comput., 2016

A Multi-Source Approach for Bug Triage.
Int. J. Softw. Eng. Knowl. Eng., 2016

Identification of Potential Collective Actions Using Enhanced Gray System Theory on Social Media.
IEEE Access, 2016

MICHAC: Defect Prediction via Feature Selection Based on Maximal Information Coefficient with Hierarchical Agglomerative Clustering.
Proceedings of the IEEE 23rd International Conference on Software Analysis, 2016

A Multi-Source TrAdaBoost Approach for Cross-Company Defect Prediction.
Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016

Developer Recommendation with Awareness of Accuracy and Cost.
Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016

Bayesian Network Based Program Dependence Graph for Fault Localization.
Proceedings of the 2016 IEEE International Symposium on Software Reliability Engineering Workshops, 2016

The Impact of Feature Selection on Defect Prediction Performance: An Empirical Comparison.
Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering, 2016

Where to Fix Temporal Violations: A Novel Handling Point Selection Strategy for Business Cloud Workflows.
Proceedings of the IEEE International Conference on Services Computing, 2016

2015
Power consumption prediction of web services for energy-efficient service selection.
Pers. Ubiquitous Comput., 2015

Social sensing enhanced time estimation for bus service.
Concurr. Comput. Pract. Exp., 2015

GreenOCR: An Energy-Efficient Optimal Clustering Routing Protocol.
Comput. J., 2015

Mixed-Integer Optimization Based Green Service Selection for Large-Scale Concurrent CQA Service.
Proceedings of the 11th International Conference on Semantics, Knowledge and Grids, 2015

Semantics in Deep Neural-Network Computing.
Proceedings of the 11th International Conference on Semantics, Knowledge and Grids, 2015

User's Interests-Based Movie Recommendation in Heterogeneous Network.
Proceedings of the International Conference on Identification, 2015

A Novel Source-Location Anonymity Protocol in Surveillance Systems.
Proceedings of the International Conference on Identification, 2015

A MapReduce Reinforced Distributed Sequential Pattern Mining Algorithm.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Energy Consumption Prediction Based on Time-Series Models for CPU-Intensive Activities in the Cloud.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

An Epidemic Model Based Temporal Violation Prediction Strategy for Large Batch of Parallel Business Cloud Workflows.
Proceedings of the IEEE International Conference on Data Science and Data Intensive Systems, 2015

2014
WTrack: HMM-based walk pattern recognition and indoor pedestrian tracking using phone inertial sensors.
Pers. Ubiquitous Comput., 2014

A particle swarm optimization using local stochastic search and enhancing diversity for continuous optimization.
Neurocomputing, 2014

An Embedded Co-AdaBoost based construction of software document relation coupled resource spaces for cyber-physical society.
Future Gener. Comput. Syst., 2014

Causal Inference Based Service Dependency Graph for Statistical Service Fault Localization.
Proceedings of the 2014 10th International Conference on Semantics, 2014

Queueing Theory Based Service Replica Strategy for Business Process Efficiency Optimization in Community Cloud.
Proceedings of the International Conference on Cloud Computing and Big Data, 2014

Acquiring Stored or Real Time Satellite Data via Natural Language Query.
Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

2013
Cloud service: automatic construction and evolution of software process problem-solving resource space.
J. Supercomput., 2013

Interconnected Resource Viewpoint System, Its Developing Method and Application.
J. Comput., 2013

An adaptive video shot segmentation scheme based on dual-detection model.
Neurocomputing, 2013

Skewness-aware clustering tree for unevenly distributed spatial sensor nodes in smart city.
Int. J. Commun. Syst., 2013

Social Sensing Enhanced Time Ruler for Real-Time Bus Service.
Proceedings of the Ninth International Conference on Semantics, Knowledge and Grids, 2013

Locally linear representation Fisher criterion.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Tumor Gene Expressive Data Classification Based on Locally Linear Representation Fisher Criterion.
Proceedings of the Intelligent Computing Theories and Technology, 2013

2012
Irregular community discovery for cloud service improvement.
J. Supercomput., 2012

Feature extraction using maximum variance sparse mapping.
Neural Comput. Appl., 2012

An Embedded Co-AdaBoost and Its Application in Classification of Software Document Relation.
Proceedings of the Eighth International Conference on Semantics, Knowledge and Grids, 2012

Explanation of Transfer Function for the Myth of Agile Service Development.
Proceedings of the Eighth International Conference on Semantics, Knowledge and Grids, 2012

Re-evaluation of Individual Performance in the 2012 UEFA Euro Cup Tournament.
Proceedings of the Eighth International Conference on Semantics, Knowledge and Grids, 2012

Discriminant Graph Based Linear Embedding.
Proceedings of the Intelligent Computing Technology - 8th International Conference, 2012

A Particle Swarm Optimization Using Local Stochastic Search for Continuous Optimization.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2012

2011
A General Software Defect-Proneness Prediction Framework.
IEEE Trans. Software Eng., 2011

Maximum Variance Sparse Mapping.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

The Connections between Principal Component Analysis and Dimensionality Reduction Methods of Manifolds.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2011

An Video Shot Segmentation Scheme Based on Adaptive Binary Searching and SIFT.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2011

2010
OCL-Based Testing for E-Learning Web Service.
Proceedings of the New Horizons in Web-Based Learning - ICWL 2010 Workshops, 2010

Discovery of Protein's Multifunction and Diversity of Information Transmission.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010

2009
Irregular Community Discovery for Social CRM in Cloud Computing.
Proceedings of the Cloud Computing, First International Conference, CloudCom 2009, Beijing, 2009

Automatic Construction of SP Problem-Solving Resource Space.
Proceedings of the Cloud Computing, First International Conference, CloudCom 2009, Beijing, 2009


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