Jia Liu

Orcid: 0000-0002-2910-3447

Affiliations:

Southwest Jiaotong University, School of Computing and Artificial Intelligence, Sichuan, China
Xihua University, School of Computer and Software Engineering, Chengdu, China (former)

According to our database¹, Jia Liu authored at least 43 papers between 2016 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

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PhD thesis

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Other

Bibliography

2025

FedMDKGE: Multi-granularity Dynamic Knowledge Graph Embedding in Federated Learning.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., December, 2025

ODMGIS: An Outlier Detection Method Based on Multigranularity Information Sets.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., July, 2025

A Federated Framework for Air Quality Prediction With Predefined Graph and Adaptive Graph.

[BibT_eX]

[DOI]

IEEE Internet Things J., July, 2025

Completion of irregular emotion sequence based on users' social relationships and historical emotions.

[BibT_eX]

[DOI]

Int. J. Parallel Emergent Distributed Syst., May, 2025

Big data fusion with knowledge graph: a comprehensive overview.

[BibT_eX]

[DOI]

Appl. Intell., May, 2025

Daily Schedule Recommendation in Urban Life Based on Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., February, 2025

DGN: influence maximization based on deep reinforcement learning.

[BibT_eX]

[DOI]

J. Supercomput., January, 2025

A dual-branch federated graph learning model with global graph structure information.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2025

Few-shot cyberviolence intent classification with Meta-learning AutoEncoder based on adversarial domain adaptation.

[BibT_eX]

[DOI]

Neurocomputing, 2025

Individual neighbor aware sentiment prediction approach based on irregular time series.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

Does user interest matter? Exploring the impact of ignoring user interests in recommendations.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

Surrounding and context-aware network for individual emotion complement in social networks.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2025

2024

FedDAF: Federated deep attention fusion for dangerous driving behavior detection.

[BibT_eX]

[DOI]

Inf. Fusion, 2024

Multimodal federated learning: Concept, methods, applications and future directions.

[BibT_eX]

[DOI]

Inf. Fusion, 2024

Label-text bi-attention capsule networks model for multi-label text classification.

[BibT_eX]

[DOI]

Neurocomputing, 2024

Few-shot multi-domain text intent classification with Dynamic Balance Domain Adaptation Meta-learning.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

Few-shot intent detection with mutual information and contrastive learning.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2024

A Negative Sample Enhancement Strategy to Improve Contrastive Learning for Unsupervised Sentence Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Dual adversarial network with meta-learning for domain-generalized few-shot text classification.

[BibT_eX]

[DOI]

Appl. Soft Comput., October, 2023

SLAFusion: Attention fusion based on SAX and LSTM for dangerous driving behavior detection.

[BibT_eX]

[DOI]

Inf. Sci., September, 2023

Constructing better prototype generators with 3D CNNs for few-shot text classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., September, 2023

FedCKE: Cross-Domain Knowledge Graph Embedding in Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, June, 2023

Cross-Domain Knowledge Graph Chiasmal Embedding for Multi-Domain Item-Item Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2023

FedDSR: Daily Schedule Recommendation in a Federated Deep Reinforcement Learning Framework.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., April, 2023

A Generalized Deep Learning Algorithm Based on NMF for Multi-View Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, February, 2023

Anomaly detection based on weighted fuzzy-rough density.

[BibT_eX]

[DOI]

Appl. Soft Comput., February, 2023

Urban Flow Pattern Mining Based on Multi-Source Heterogeneous Data Fusion and Knowledge Graph Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2023

Interactive and Complementary Feature Selection via Fuzzy Multigranularity Uncertainty Measures.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2023

2022

Symbolic aggregate approximation based data fusion model for dangerous driving behavior detection.

[BibT_eX]

[DOI]

Inf. Sci., 2022

A data-level fusion model for unsupervised attribute selection in multi-source homogeneous data.

[BibT_eX]

[DOI]

Inf. Fusion, 2022

2021

An overview of air quality analysis by big data techniques: Monitoring, forecasting, and traceability.

[BibT_eX]

[DOI]

Inf. Fusion, 2021

Fuzzy information entropy-based adaptive approach for hybrid feature outlier detection.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 2021

Attribute reduction methods in fuzzy rough set theory: An overview, comparative experiments, and new directions.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2021

2020

Urban flow prediction from spatiotemporal data using machine learning: A survey.

[BibT_eX]

[DOI]

Inf. Fusion, 2020

Urban big data fusion based on deep learning: An overview.

[BibT_eX]

[DOI]

Inf. Fusion, 2020

Detecting and Evolving Microblog Community Based on Structure and Gravity Cohesion.

[BibT_eX]

[DOI]

Jinrong Hu

Yajun Du

Jia Liu

IEEE Access, 2020

2019

Urban flows prediction from spatial-temporal data using machine learning: A survey.

[BibT_eX]

[DOI]

CoRR, 2019

Network Energy: A New Energy of A Graph.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

2018

Social community evolution by combining gravitational relationship with community structure.

[BibT_eX]

[DOI]

Intell. Data Anal., 2018

2017

Micro-blog User Community Detection by Focusing on Micro-blog Content and Community Structure.

[BibT_eX]

[DOI]

Jia Liu

Yajun Du

Ji-zhong Ren

Proceedings of the Knowledge Graph and Semantic Computing. Language, Knowledge, and Intelligence, 2017

A CWTM Model of Topic Extraction for Short Text.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Graph and Semantic Computing. Language, Knowledge, and Intelligence, 2017

2016

A Novel Approach of Identifying User Intents in Microblog.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016

Jia Liu

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