Jianxun Liu

Orcid: 0000-0003-0722-152X

Affiliations:
  • Hunan University of Science and Technology, Xiangtan, China


According to our database1, Jianxun Liu authored at least 168 papers between 2006 and 2024.

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

Timeline

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Bibliography

2024
PRKG: Pre-Training Representation and Knowledge-Graph-Enhanced Web Service Recommendation for Mashup Creation.
IEEE Trans. Netw. Serv. Manag., April, 2024

2023
A parallel deep learning-based code clone detection model.
J. Parallel Distributed Comput., November, 2023

An Effective and Adaptable K-means Algorithm for Big Data Cluster Analysis.
Pattern Recognit., July, 2023

Web Service Recommendation via Combining Bilinear Graph Representation and xDeepFM Quality Prediction.
IEEE Trans. Netw. Serv. Manag., June, 2023

A mutual embedded self-attention network model for code search.
J. Syst. Softw., April, 2023

Web Service Recommendation via Integrating Heterogeneous Graph Attention Network Representation and FiBiNET Score Prediction.
IEEE Trans. Serv. Comput., 2023

Web API Recommendation Based on Self-Attentional Neural Factorization Machines With Domain Interactions.
IEEE Trans. Netw. Sci. Eng., 2023

A Services Classification Method Based on Heterogeneous Information Networks and Generative Adversarial Networks.
Int. J. Web Serv. Res., 2023

Estimation of the User Contribution Rate by Leveraging Time Sequence in Pairwise Matching function-point between Users Feedback and App Updating Log.
CoRR, 2023

Spatial-temporal aware service composition for production factors under industrial internet.
Concurr. Comput. Pract. Exp., 2023

Undersampling of approaching the classification boundary for imbalance problem.
Concurr. Comput. Pract. Exp., 2023

Multilayer self-attention residual network for code search.
Concurr. Comput. Pract. Exp., 2023

TH-SLP: Web Service Link Prediction Based on Topic-aware Heterogeneous Graph Neural Network.
Proceedings of the IEEE International Conference on Web Services, 2023

A Multiple-Path Learning Neural Network Model for Code Completion.
Proceedings of the IEEE International Conference on Web Services, 2023

Multi-intent Description of Keyword Expansion for Code Search.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

A One-Dimensional Residual Network and Physical Fitness-Based Exercise Prescription Recommendation Method.
Proceedings of the 10th IEEE International Conference on Cyber Security and Cloud Computing, 2023

A missing physical fitness test data classification method based on MLP.
Proceedings of the 10th IEEE International Conference on Cyber Security and Cloud Computing, 2023

Graph-based Multi-view Clustering for Web services.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023

2022
Web Services Clustering via Exploring Unified Content and Structural Semantic Representation.
IEEE Trans. Netw. Serv. Manag., December, 2022

Web Service Network Embedding Based on Link Prediction and Convolutional Learning.
IEEE Trans. Serv. Comput., 2022

A New Crossover Mechanism for Genetic Algorithms for Steiner Tree Optimization.
IEEE Trans. Cybern., 2022

Feature-Attention Graph Convolutional Networks for Noise Resilient Learning.
IEEE Trans. Cybern., 2022

Multi-Label Graph Convolutional Network Representation Learning.
IEEE Trans. Big Data, 2022

Genetic-GNN: Evolutionary architecture search for Graph Neural Networks.
Knowl. Based Syst., 2022

Angular bisector insertion algorithm for solving small-scale symmetric and asymmetric traveling salesman problem.
J. Comb. Optim., 2022

Reliable machine prognostic health management in the presence of missing data.
Concurr. Comput. Pract. Exp., 2022

Web API recommendation via combining graph attention representation and deep factorization machines quality prediction.
Concurr. Comput. Pract. Exp., 2022

Task-role Performance Evaluation via Business Process Monitoring with BPMN Extension.
Proceedings of the International Conference on Service Science, 2022

BPMN++: Comprehensive Business Process Modeling for Industrial Internet Application.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

Knowledge Graph-based Intent Network-Enhanced Web Services Recommendation.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

Attentional Neural Factorization Machine for Web Services Classification via Exploring Content and Structural Semantics.
Proceedings of the International Joint Conference on Neural Networks, 2022

An API Recommendation Method Based on Beneficial Interaction.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

Towards Using Local Process Mining to Analyse Learning Behavior Pattern.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2022

2021
Dual-Level Attention Based on a Heterogeneous Graph Convolution Network for Aspect-Based Sentiment Classification.
Wirel. Commun. Mob. Comput., 2021

A Topic-Sensitive Method for Mashup Tag Recommendation Utilizing Multi-Relational Service Data.
IEEE Trans. Serv. Comput., 2021

LDNM: A General Web Service Classification Framework via Deep Fusion of Structured and Unstructured Features.
IEEE Trans. Netw. Serv. Manag., 2021

Neural and Attentional Factorization Machine-Based Web API Recommendation for Mashup Development.
IEEE Trans. Netw. Serv. Manag., 2021

Web service classification based on information gain theory and bidirectional long short-term memory with attention mechanism.
Concurr. Comput. Pract. Exp., 2021

SSAE-MLP: Stacked sparse autoencoders-based multi-layer perceptron for main bearing temperature prediction of large-scale wind turbines.
Concurr. Comput. Pract. Exp., 2021

Tatt-BiLSTM: Web service classification with topical attention-based BiLSTM.
Concurr. Comput. Pract. Exp., 2021

GAEN: Graph Attention Evolving Networks.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

WSGCN4SLP: Weighted Signed Graph Convolutional Network for Service Link Prediction.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

Heterogeneous Graph Attention Network-Enhanced Web Service Classification.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

QoS Prediction for Web Services via Combining Multi-component Graph Convolutional Collaborative Filtering and Deep Factorization Machine.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

A Hybrid TLBO-TS Algorithm Based Mobile Service Selection for Composite Services.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

Bilinear Graph Neural Network-Enhanced Web Services Classification.
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

AMSC: Adaptive Multi-channel Graph Convolutional Network-Enhanced Web Services Classification.
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

MR-FI: Mobile Application Recommendation Based on Feature Importance and Bilinear Feature Interaction.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2021

MR-LGC: A Mobile Application Recommendation Based on Light Graph Convolution Networks.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2021

RCBERT an Approach with Transfer Learning for App Reviews Classification.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2021

Word Embedding-based Web Service Representations for Classification and Clustering.
Proceedings of the IEEE International Conference on Services Computing, 2021

2020
Topic-aware Web Service Representation Learning.
ACM Trans. Web, 2020

Integrated Content and Network-Based Service Clustering and Web APIs Recommendation for Mashup Development.
IEEE Trans. Serv. Comput., 2020

A topic attention mechanism and factorization machines based mobile application recommendation method.
Mob. Networks Appl., 2020

Scheduling workflows with privacy protection constraints for big data applications on cloud.
Future Gener. Comput. Syst., 2020

Topical network embedding.
Data Min. Knowl. Discov., 2020

Evolutionary Architecture Search for Graph Neural Networks.
CoRR, 2020

Improving the novelty of retail commodity recommendations using multiarmed bandit and gradient boosting decision tree.
Concurr. Comput. Pract. Exp., 2020

CPU usage prediction for cloud resource provisioning based on deep belief network and particle swarm optimization.
Concurr. Comput. Pract. Exp., 2020

Collaborative filtering and association rule mining-based market basket recommendation on spark.
Concurr. Comput. Pract. Exp., 2020

Modeling and Estimating User Influence in Social Networks.
IEEE Access, 2020

Web Service Recommendation based on Knowledge Graph Convolutional Network and Doc2Vec.
Proceedings of the 2020 IEEE World Congress on Services, 2020

SP-BTM: A Specific Part-of-speech BTM for Service Clustering.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

Multi-Class Imbalanced Graph Convolutional Network Learning.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Structure Reinforcing and Attribute Weakening Network based API Recommendation Approach for Mashup Creation.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

NAFM: Neural and Attentional Factorization Machine for Web API Recommendation.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

MR-UI: A Mobile Application Recommendation Based on User Interaction.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

Multitask Learning Based on Constrained Hierarchical Attention Network for Multi-aspect Sentiment Classification.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

SC-GAT: Web Services Classification Based on Graph Attention Network.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2020

Diversified QoS-Centric Service Recommendation for Uncertain QoS Preferences.
Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

2019
Functional and Contextual Attention-Based LSTM for Service Recommendation in Mashup Creation.
IEEE Trans. Parallel Distributed Syst., 2019

Mobile Service Recommendation via Combining Enhanced Hierarchical Dirichlet Process and Factorization Machines.
Mob. Inf. Syst., 2019

QoS-aware service recommendation based on relational topic model and factorization machines for IoT Mashup applications.
J. Parallel Distributed Comput., 2019

Energy and cost aware scheduling with batch processing for instance-intensive IoT workflows in clouds.
Future Gener. Comput. Syst., 2019

Feature-Attention Graph Convolutional Networks for Noise Resilient Learning.
CoRR, 2019

Web Services Classification Based on Wide & Bi-LSTM Model.
IEEE Access, 2019

CE-HEAT: An Aspect-Level Sentiment Classification Approach With Collaborative Extraction Hierarchical Attention Network.
IEEE Access, 2019

DINRec: Deep Interest Network Based API Recommendation Approach for Mashup Creation.
Proceedings of the Web Information Systems Engineering - WISE 2019, 2019

A Web Services Classification Method Based on GCN.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

TA-BLSTM: Tag Attention-based Bidirectional Long Short-Term Memory for Service Recommendation in Mashup Creation.
Proceedings of the International Joint Conference on Neural Networks, 2019

Relationship Network Augmented Web Services Clustering.
Proceedings of the 2019 IEEE International Conference on Web Services, 2019

Web Services Classification with Topical Attention Based Bi-LSTM.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2019

A Mobile Application Classification Method with Enhanced Topic Attention Mechanism.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2019

Service Recommendation Based on Attentional Factorization Machine.
Proceedings of the 2019 IEEE International Conference on Services Computing, 2019

2018
Recommending a personalized sequence of pick-up points.
J. Comput. Sci., 2018

An iterative method for personalized results adaptation in cross-language search.
Inf. Sci., 2018

Web Services Clustering Based on HDP and SOM Neural Network.
Proceedings of the 2018 IEEE SmartWorld, 2018

Web Service Recommendation via Combining Doc2Vec-Based Functionality Clustering and DeepFM-Based Score Prediction.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

Web Service Recommendation Based on Word Embedding and Topic Model.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

Web Service Discovery Based on Information Gain Theory and BiLSTM with Attention Mechanism.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2018

A Prior Knowledge Based Approach to Improving Accuracy of Web Services Clustering.
Proceedings of the 2018 IEEE International Conference on Services Computing, 2018

2017
Query Expansion with Enriched User Profiles for Personalized Search Utilizing Folksonomy Data.
IEEE Trans. Knowl. Data Eng., 2017

A Hybrid Approach for Automatic Mashup Tag Recommendation.
J. Web Eng., 2017

Domain-aware Mashup service clustering based on LDA topic model from multiple data sources.
Inf. Softw. Technol., 2017

Towards a trust evaluation middleware for cloud service selection.
Future Gener. Comput. Syst., 2017

Service Selection Based on User Privacy Risk Evaluation.
Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2017

Efficient and Customizable Top-k Query on Named Data Networking.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

WE-LDA: A Word Embeddings Augmented LDA Model for Web Services Clustering.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Bimodal codebooks based adult video detection.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Integrating Tag, Topic, Co-Occurrence, and Popularity to Recommend Web APIs for Mashup Creation.
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017

2016
Location-Aware and Personalized Collaborative Filtering for Web Service Recommendation.
IEEE Trans. Serv. Comput., 2016

Diversifying Web Service Recommendation Results via Exploring Service Usage History.
IEEE Trans. Serv. Comput., 2016

Collaborative Web Service Quality Prediction via Exploiting Matrix Factorization and Network Map.
IEEE Trans. Netw. Serv. Manag., 2016

Exploring Web Services from a Network Perspective Using Multi-Level Views.
J. Web Eng., 2016

A study of user profile representation for personalized cross-language information retrieval.
Aslib J. Inf. Manag., 2016

A Probabilistic Topic Model for Mashup Tag Recommendation.
Proceedings of the IEEE International Conference on Web Services, 2016

USER: A Usage-Based Service Recommendation Approach.
Proceedings of the IEEE International Conference on Web Services, 2016

Mashup Service Clustering Based on an Integration of Service Content and Network via Exploiting a Two-Level Topic Model.
Proceedings of the IEEE International Conference on Web Services, 2016

Enhanced Personalized Search using Social Data.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Exploring External Knowledge Base for Personalized Search in Collaborative Tagging Systems.
Proceedings of the Collaborate Computing: Networking, Applications and Worksharing, 2016

Web APIs Recommendation for Mashup Development Based on Hierarchical Dirichlet Process and Factorization Machines.
Proceedings of the Collaborate Computing: Networking, Applications and Worksharing, 2016

Multi-relation Based Manifold Ranking Algorithm for API Recommendation.
Proceedings of the Advances in Services Computing, 2016

Recommending a Personalized Sequence of Pick-Up Points.
Proceedings of the Advances in Services Computing, 2016

Using Relational Topic Model and Factorization Machines to Recommend Web APIs for Mashup Creation.
Proceedings of the Advances in Services Computing, 2016

2015
An Effective Web Service Ranking Method via Exploring User Behavior.
IEEE Trans. Netw. Serv. Manag., 2015

Efficiently Predicting Trustworthiness of Mobile Services Based on Trust Propagation in Social Networks.
Mob. Networks Appl., 2015

基于信息熵多属性决策的Mashup服务推荐方法 (Recommended Method of Mashup Services Based on Information Entropy Multi-attribute Decision-making).
计算机科学, 2015

Cloud service QoS prediction via exploiting collaborative filtering and location-based data smoothing.
Concurr. Comput. Pract. Exp., 2015

Query expansion for personalized cross-language information retrieval.
Proceedings of the 10th International Workshop on Semantic and Social Media Adaptation and Personalization, 2015

WSWalker: A Random Walk Method for QoS-Aware Web Service Recommendation.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

A Hybrid Genetic Algorithm for Privacy and Cost Aware Scheduling of Data Intensive Workflow in Cloud.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Effective Mashup Service Clustering Method by Exploiting LDA Topic Model from Multiple Data Sources.
Proceedings of the Advances in Services Computing, 2015

2014
A Trust-Aware Search Engine for Complex Service Computing.
Int. J. Web Serv. Res., 2014

Using multiple query representations in patent prior-art search.
Inf. Retr., 2014

Iterative Refinement Methods for Enhanced Information Retrieval.
Int. J. Intell. Syst., 2014

Dynamic Scheduling Optimization for Instance Aspect Handling in Workflows.
Proceedings of the 2014 10th International Conference on Semantics, 2014

Combining Global and Local Trust for Service Recommendation.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014

Three-Level Views of the Web Service Network: An Empirical Study Based on ProgrammableWeb.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Correlation Search of Web Services.
Proceedings of the 2014 Asia-Pacific Services Computing Conference, 2014

2013
Mashup Service Recommendation Based on Usage History and Service Network.
Int. J. Web Serv. Res., 2013

Collaborative pseudo-relevance feedback.
Expert Syst. Appl., 2013

Mining batch processing workflow models from event logs.
Concurr. Comput. Pract. Exp., 2013

HDLBR: A name-independent compact routing scheme for power-law networks.
Comput. Commun., 2013

Integrating local and partial network view for routing on scale-free networks.
Sci. China Inf. Sci., 2013

Research on the Social Acquaintance Network Oriented Group Buying.
Proceedings of the Ninth International Conference on Semantics, Knowledge and Grids, 2013

Query Generation Techniques for Patent Prior-Art Search in Multiple Languages.
Proceedings of the Natural Language Processing and Chinese Computing, 2013

An Efficient Trust Propagation Scheme for Predicting Trustworthiness of Service Providers in Service-Oriented Social Networks.
Proceedings of the 2013 IEEE 20th International Conference on Web Services, Santa Clara, CA, USA, June 28, 2013

Mashup Service Recommendation Based on User Interest and Social Network.
Proceedings of the 2013 IEEE 20th International Conference on Web Services, Santa Clara, CA, USA, June 28, 2013

A Global Optimal Service Selection Approach Based on QoS and Load-Aware in Cloud Environment.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

Trust-Aware Service Recommendation via Exploiting Social Networks.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

2012
Reputation rating modeling for open environment lack of communication by using online social cognition.
J. Netw. Comput. Appl., 2012

Space-stretch tradeoff optimization for routing in Internet-like graphs.
J. Commun. Networks, 2012

An Effective Dynamic Web Service Selection Strategy with Global Optimal QoS Based on Particle Swarm Optimization Algorithm.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Location-Aware Collaborative Filtering for QoS-Based Service Recommendation.
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012

AWSR: Active Web Service Recommendation Based on Usage History.
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012

Recommending Pick-up Points for Taxi-drivers Based on Spatio-temporal Clustering.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

A Particle Swarm Optimization Algorithm for Batch Processing Workflow Scheduling.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

Mashup Service Classification and Recommendation Based on Similarity Computing.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

Web Page Recognition Algorithm Based on Link Analysis in Theme Search Engine.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

An Efficient Search Strategy for Service Provider Selection in Complex Social Networks.
Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012

2011
A data-operation model based on partial vector space for batch processing in workflow.
Concurr. Comput. Pract. Exp., 2011

Empirical Study of Chinese Text Similarity Computation Based on Machine Translation.
Proceedings of the Seventh International Conference on Semantics Knowledge and Grid (SKG 2011), 2011

Activity Instance Oriented Handling to Support Run-Time Optimization of Process Cases.
Proceedings of the Seventh International Conference on Semantics Knowledge and Grid (SKG 2011), 2011

Improved Compact Routing Schemes for Power-Law Networks.
Proceedings of the Network and Parallel Computing - 8th IFIP International Conference, 2011

Web Service Selection for Resolving Conflicting Service Requests.
Proceedings of the IEEE International Conference on Web Services, 2011

An Effective Web Service Recommendation Method Based on Personalized Collaborative Filtering.
Proceedings of the IEEE International Conference on Web Services, 2011

Activity Instance Oriented Handling in Workflows.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011

Evaluating Roving Patrol Effectiveness by GPS Trajectory.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011

WSRank: A Method for Web Service Ranking in Cloud Environment.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011

Personalized Searching for Web Service Using User Interests.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011

A Trustworthiness Fusion Model for Service Cloud Platform Based on D-S Evidence Theory.
Proceedings of the 11th IEEE/ACM International Symposium on Cluster, 2011

2010
Discovering Batch Processing Area from Workflow Logs.
Proceedings of the 13th IEEE International Conference on Computational Science and Engineering, 2010

An Algorithm on the Mining of Batch Processing Process.
Proceedings of the 13th IEEE International Conference on Computational Science and Engineering, 2010

2009
Implementation of a Visual Modeling Tool for Defining Instance Aspect in Workflow.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2009

2008
Research on Web Services Maiden Business Trust Metrics, Appraisal and Filtration Model.
Proceedings of the 9th International Conference for Young Computer Scientists, 2008

2007
A Job Scheduling Optimization Model based on Time Difference in Service Grid Environments.
Proceedings of the Grid and Cooperative Computing, 2007

2006
NCAC: A Novel Chinese Address Clustering Algorithm.
Proceedings of the 2006 International Conference on Semantics, 2006

Research on the Workday Time Management Model for Workflows in Business Service Grid Environment.
Proceedings of the Grid and Cooperative Computing Workshops, 2006


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