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J

Junming Shao

university of electronic science & technology of china

10H-index
35Paper Count
301Citation Count
Published Papers 21
Publication Date
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Federated learning with transient central initialization and decentralized edge aggregation
errEngineering Applications of Artificial Intelligence
IF8
err2025-12-01
err2
PREAI
errNanor, Ebenezer; Yang, Qinli; Kobiah, Christiana; Hossin, Md Altab; Cobbinah, Bernard M.; Din, Salah Ud; Atwereboannah, Abena A.; Juhar, Mohammed; Shao, Junming
errShare
errSave
GAN-TAD: A graph-based adversarial network for time series anomaly detection
errInformation Sciences
IF6.8
err2025-12-01
err0
PREAI
errMamo, Tadiyos Hailemichael; Shao, Junming; Cobbinah, Bernard Mawuli
errShare
errSave
MGP: Integrating pre-training and few-shot node classification via meta graph prompt
errKnowledge-Based Systems
IF7.6
err2025-11-13
err0
PREAI
errZhili Qin; Zihan Mei; Jingyi Zhou; Jiang You; Jingliang Gu; Junming Shao
errShare
errSave
Learning Contrastive Evolving Micro-Clusters for Robust Semi-Supervised Data Stream Classification
errIEEE Transactions on Cybernetics
IF10.5
err2025-10-06
err0
PREAI
errHongliang Wang; Zhonglin Wu; Jinxia Guo; Qirui Hao; Xinyu Liu; Hongyuan Liu; Qinli Yang; Junming Shao
errShare
errSave
CFARMS: A clustered federated learning framework with recursive model selection
errExpert Systems with Applications
IF7.5
err2025-07-12
err0
PREAI
errEbenezer Nanor; Bernard M․ Cobbinah; Qinli Yang; Junming Shao; Nan Meng; Jason Cheung; Philip K․ Adjei; Leo Wang
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errSave
Bridging the gap between ratings and true user opinions with dynamic review alignment for personalized recommendation
errNeural Networks
IF6.3
err2025-06-16
err0
PREAI
errXinyu Liu; Jinxia Guo; Qirui Hao; Hongliang Wang; Zhongjing Yu; Qinli Yang; Junming Shao
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errSave
HFS-CSR: A hierarchical feature selection method based on correlation and structural redundancy
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-03-01
err0
PREAI
errLu, Jianyun; Li, Dehui; Wu, Quanwang; Shao, Junming
errShare
errSave
Synchronization-Inspired Interpretable Neural Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-11-01
err1
PREAI
errHan, Wei; Qin, Zhili; Liu, Jiaming; Boehm, Christian; Shao, Junming
errShare
errSave
Rethinking few-shot class-incremental learning: A lazy learning baseline
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-09-01
err1
PREAI
errQin, Zhili; Han, Wei; Liu, Jiaming; Zhang, Rui; Yang, Qingli; Sun, Zejun; Shao, Junming
errShare
errSave
Towards investigating influencers in complex social networks using electric potential concept from a centrality perspective
errINFORMATION FUSION
IF15.5
err2024-09-01
err1
PREAI
errUllah, Aman; Din, Salah Ud; Khan, Nasrullah; Mawuli, Cobbinah B.; Shao, Junming
errShare
errSave
A reliable adaptive prototype-based learning for evolving data streams with limited labels
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2024-01-01
err3
PREAI
errDin, Salah Ud; Ullah, Aman; Mawuli, Cobbinah B.; Yang, Qinli; Shao, Junming
errShare
errSave
Finding critical nodes in a complex network from information diffusion and Matthew effect aggregation
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-12-01
err13
PREAI
errSun, Zejun; Sun, Yanan; Chang, Xinfeng; Wang, Feifei; Wang, Qiming; Ullah, Aman; Shao, Junming
errShare
errSave
FedStream: Prototype-Based Federated Learning on Distributed Concept-Drifting Data Streams
errieee transactions on cybernetics
IF8.7
err2023-11-01
err5
PREAI
errMawuli, Cobbinah B.; Che, Liwei; Kumar, Jay; Din, Salah Ud; Qin, Zhili; Yang, Qinli; Shao, Junming
errShare
errSave
A context-enhanced Dirichlet model for online clustering in short text streams
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-10-01
err3
PREAI
errKumar, Jay; Shao, Junming; Kumar, Rajesh; Din, Salah Ud; Mawuli, Cobbinah B.; Yang, Qinli
errShare
errSave
Online Semi-Supervised Classification on Multilabel Evolving High-Dimensional Text Streams
errieee transactions on cybernetics
IF8.7
err2023-10-01
err1
PREAI
errKumar, Jay; Shao, Junming; Kumar, Rajesh; Din, Salah Ud; Mawuli, Cobbinah B.; Yang, Qinli
errShare
errSave
LSS: A locality-based structure system to evaluate the spreader's importance in social complex networks
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-10-01
err15
PREAI
errUllah, Aman; Shao, Junming; Yang, Qinli; Khan, Nasrullah; Bernard, Cobbinah M.; Kumar, Rajesh
errShare
errSave
Toward Noise-Resistant Graph Embedding With Subspace Clustering Information
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2023-05-01
err3
PREAI
errYu, Zhongjing; Zhang, Gangyi; Chen, Jingyu; Chen, Haoran; Zhang, Duo; Yang, Qinli; Shao, Junming
errShare
errSave
An Online Semantic-Enhanced Graphical Model for Evolving Short Text Stream Clustering
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2022-12-01
err6
PREAI
errKumar, Jay; Din, Salah Ud; Yang, Qinli; Kumar, Rajesh; Shao, Junming
errShare
errSave
Learning High-Dimensional Evolving Data Streams With Limited Labels
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2022-11-01
err7
PREAI
errDin, Salah Ud; Kumar, Jay; Shao, Junming; Mawuli, Cobbinah Bernard; Ndiaye, Waldiodio David
errShare
errSave
Multi-level clustering based on cluster order constructed with dynamic local density
errAPPLIED INTELLIGENCE
IF3.5
err2022-08-12
err2
PREAI
errLu Jianyun; Shao Junming; Wu Chunling
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
C
Christian Böhm
H-index: 41 · Papers: 267
Q
Qinli Yang
H-index: 30 · Papers: 97
Q
Quanwang Wu
H-index: 26 · Papers: 100
F
Feifei Wang
H-index: 25 · Papers: 284
M
Md Altab Hossin
H-index: 24 · Papers: 121
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