Wei Huang

49 papers A* 2A 1Journal 46
YearRankTypeTitle / Venue / Authors
2026 J jnl
Backdoor defense framework with sparse training and detection in federated learning.
Neurocomputing
Yingna Li, Yongde Wang, Haoheng Yuan, Pengfei Zhang, Wei Huang, Zhiquan Liu
2026 J jnl
Deep multi-view clustering algorithm with integrated auto-encoder and non-negative matrix factorization.
Appl. Soft Comput.
Dexian Wang, Sha Yang, Ping Deng, Zheng Yu, Qiaofeng Wu, Wei Huang, Pengfei Zhang, Weiping Ding
2026 J jnl
Evidence-driven ternary contrastive learning with hierarchical mamba fusion for robust multimodal intent recognition.
Neurocomputing
Qingchi Gui, Xiaorong Liu, Jie Wang, Xiaocao Ouyang, Wei Huang, Liansong Zong
2026 J jnl
Federated learning for spatio-temporal data mining: a survey.
Inf. Fusion
Wei Huang, Junling Chen, Zhan Lin, Feng Wang, Jie Wang, Dexian Wang, Xiaocao Ouyang, Tianrui Li, Junbo Zhang
2026 J jnl
Multi-Party Federated Urban Flow Mining and Analysis Based on Lazy Aggregation.
IEEE Trans. Knowl. Data Eng.
Wenyuan Fang, Wei Huang, Yanhua Liu, Jia Liu, Tianrui Li
2026 J jnl
Outlier detector fusing latent representation and fuzzy granule.
Inf. Process. Manag.
Xinyu Su, Shihao Wang, Wei Huang, Zheng Li, Hongmei Chen, Zhong Yuan
2026 J jnl
SCFGL: Soft clustering based federated graph learning on Non-IID graphs.
Pattern Recognit.
Wenyuan Fang, Yanhua Liu, Wei Huang, Wenzhong Guo, Tianrui Li
2026 J jnl
SOI-Net: Structural Optimization-Inspired Interpretable Network for Incomplete Multi-View Clustering.
IEEE Trans. Multim.
Chunming Wu, Zihan Fang, Zhiling Cai, Shide Du, Wei Huang, Jinbo Li, Shiping Wang
2026 J jnl
Triple-supervised progressive contrastive learning for heterogeneous graph embedding.
Inf. Fusion
Huan Xu, Jia Liu, Xipeng Yuan, Wei Huang, Yajun Du, Tianrui Li
2025 J jnl
A Federated Framework for Air Quality Prediction With Predefined Graph and Adaptive Graph.
IEEE Internet Things J.
Wei Huang, Feng Wang, Junling Chen, Jia Liu, Zhiquan Liu, Tianrui Li
2025 J jnl
A dual-branch federated graph learning model with global graph structure information.
Knowl. Based Syst.
Wei Huang, Chao Zhu, Yanyong Huang, Jia Liu, Tianrui Li
2025 J jnl
Big data fusion with knowledge graph: a comprehensive overview.
Appl. Intell.
Jia Liu, Ruotian Lan, Yajun Du, Xipeng Yuan, Huan Xu, Tianrui Li, Wei Huang, Pengfei Zhang
2025 J jnl
Daily Schedule Recommendation in Urban Life Based on Deep Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst.
Jia Liu, Donghai Zhai, Wei Huang, Shenggong Ji, Junbo Zhang, Tianrui Li
2025 J jnl
Enhancing cross-city spatio-temporal prediction via dynamic multi-scale hypergraph learning with domain adversarial training.
Knowl. Based Syst.
Xiaocao Ouyang, Yanhua Li, Jie Zhang, Xin Yang, Yan Yang, Junbo Zhang, Wei Huang, Tianrui Li, Zhiquan Liu
2025 J jnl
Enhancing few-sample spatio-temporal prediction via relational fusion-based hypergraph neural network.
Inf. Fusion
Xiaocao Ouyang, Yanhua Li, Dongyu Guo, Wei Huang, Xin Yang, Yan Yang, Junbo Zhang, Tianrui Li
2025 J jnl
FedLGMatch: Federated semi-supervised learning via joint local and global pseudo labeling.
Knowl. Based Syst.
Qing Zhao, Jielei Chu, Zhaoyu Li, Wei Huang, Zhipeng Luo, Tianrui Li
2025 J jnl
FedMDKGE: Multi-granularity Dynamic Knowledge Graph Embedding in Federated Learning.
Int. J. Comput. Intell. Syst.
Wei Huang, Junling Chen, Dexian Wang, Pengfei Zhang, Jia Liu, Tianrui Li
2025 J jnl
Heterogeneous feature selection with group structure mining in fuzzy decision systems for medical diagnosis.
Appl. Soft Comput.
Jihong Wan, Hongmei Chen, Li Xiao, Chuangpeng Shen, Wei Huang, Xiaoping Li
2025 A conf
Higher-order Structure and Semantics-enhanced User Profiling for Recommendation.
CIKM
Yanchao Tan, Xinyi Huang, Zhijun Chen, Hang Lv, Hengyu Zhang, Wei Huang, Guofang Ma
2025 J jnl
ODMGIS: An Outlier Detection Method Based on Multigranularity Information Sets.
IEEE Trans. Fuzzy Syst.
Pengfei Zhang, Zhaoxuan He, Dexian Wang, Tao Jiang, Baolin Li, Jia Liu, Wei Huang, Tianrui Li
2025 J jnl
Optimization-oriented multi-view representation learning in implicit bi-topological spaces.
Inf. Sci.
Shiyang Lan, Shide Du, Zihan Fang, Zhiling Cai, Wei Huang, Shiping Wang
2025 J jnl
Survey of federated learning in intrusion detection.
J. Parallel Distributed Comput.
Hao Zhang, Junwei Ye, Wei Huang, Ximeng Liu, Jason Gu
2025 J jnl
Symmetric non-negative matrix factorization-based deep representation algorithm for multi-view clustering.
Eng. Appl. Artif. Intell.
Ping Deng, Xinying Zhou, Ji Xu, Wei Huang, Jie Wang, Dexian Wang, Tianrui Li
2025 A* conf
TIME-FS: Joint Learning of Tensorial Incomplete Multi-View Unsupervised Feature Selection and Missing-View Imputation.
AAAI
Yanyong Huang, Minghui Lu, Wei Huang, Xiuwen Yi, Tianrui Li
2024 J jnl
An autoencoder-like deep NMF representation learning algorithm for clustering.
Knowl. Based Syst.
Dexian Wang, Pengfei Zhang, Ping Deng, Qiao-Feng Wu, Wei Chen, Tao Jiang, Wei Huang, Tianrui Li
2024 J jnl
CityTrans: Domain-Adversarial Training With Knowledge Transfer for Spatio-Temporal Prediction Across Cities.
IEEE Trans. Knowl. Data Eng.
Xiaocao Ouyang, Yan Yang, Wei Zhou, Yiling Zhang, Hao Wang, Wei Huang
2024 J jnl
DNSRF: Deep Network-based Semi-NMF Representation Framework.
ACM Trans. Intell. Syst. Technol.
Dexian Wang, Tianrui Li, Ping Deng, Zhipeng Luo, Pengfei Zhang, Keyu Liu, Wei Huang
2024 J jnl
DSSE-net: dual stream skip edge-enhanced network with forgery loss for image forgery localization.
Int. J. Mach. Learn. Cybern.
Aokun Zheng, Tianqiang Huang, Wei Huang, Liqing Huang, Feng Ye, Haifeng Luo
2024 A* conf
Enhancing Dual-Target Cross-Domain Recommendation with Federated Privacy-Preserving Learning.
IJCAI
Zhenghong Lin, Wei Huang, Hengyu Zhang, Jiayu Xu, Weiming Liu, Xinting Liao, Fan Wang, Shiping Wang, Yanchao Tan
2024 J jnl
FedDAF: Federated deep attention fusion for dangerous driving behavior detection.
Inf. Fusion
Jia Liu, Nijing Yang, Yan-Li Lee, Wei Huang, Yajun Du, Tianrui Li, Pengfei Zhang
2024 J jnl
FedGODE: Secure traffic flow prediction based on federated learning and graph ordinary differential equation networks.
Knowl. Based Syst.
Rasha Al-Huthaifi, Tianrui Li, Zaid Al-Huda, Wei Huang, Zhipeng Luo, Peng Xie
2024 J jnl
Multimodal federated learning: Concept, methods, applications and future directions.
Inf. Fusion
Wei Huang, Dexian Wang, Xiaocao Ouyang, Jihong Wan, Jia Liu, Tianrui Li
2023 J jnl
A Generalized Deep Learning Algorithm Based on NMF for Multi-View Clustering.
IEEE Trans. Big Data
Dexian Wang, Tianrui Li, Ping Deng, Jia Liu, Wei Huang, Fan Zhang
2023 J jnl
A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization.
ACM Trans. Knowl. Discov. Data
Dexian Wang, Tianrui Li, Ping Deng, Fan Zhang, Wei Huang, Pengfei Zhang, Jia Liu
2023 J jnl
A multi-view clustering algorithm based on deep semi-NMF.
Inf. Fusion
Dexian Wang, Tianrui Li, Wei Huang, Zhipeng Luo, Ping Deng, Pengfei Zhang, Minbo Ma
2023 J jnl
Cross-Domain Knowledge Graph Chiasmal Embedding for Multi-Domain Item-Item Recommendation.
IEEE Trans. Knowl. Data Eng.
Jia Liu, Wei Huang, Tianrui Li, Shenggong Ji, Junbo Zhang
2023 J jnl
FedCKE: Cross-Domain Knowledge Graph Embedding in Federated Learning.
IEEE Trans. Big Data
Wei Huang, Jia Liu, Tianrui Li, Shenggong Ji, Dexian Wang, Tianqiang Huang
2023 J jnl
FedDSR: Daily Schedule Recommendation in a Federated Deep Reinforcement Learning Framework.
IEEE Trans. Knowl. Data Eng.
Wei Huang, Jia Liu, Tianrui Li, Tianqiang Huang, Shenggong Ji, Jihong Wan
2023 J jnl
Federated learning in smart cities: Privacy and security survey.
Inf. Sci.
Rasha Al-Huthaifi, Tianrui Li, Wei Huang, Jin Gu, Chongshou Li
2023 J jnl
Interactive and Complementary Feature Selection via Fuzzy Multigranularity Uncertainty Measures.
IEEE Trans. Cybern.
Jihong Wan, Hongmei Chen, Tianrui Li, Zhong Yuan, Jia Liu, Wei Huang
2023 J jnl
SLAFusion: Attention fusion based on SAX and LSTM for dangerous driving behavior detection.
Inf. Sci.
Jia Liu, Wei Huang, Hao Li, Shenggong Ji, Yajun Du, Tianrui Li
2022 J jnl
Fairness and accuracy in horizontal federated learning.
Inf. Sci.
Wei Huang, Tianrui Li, Dexian Wang, Shengdong Du, Junbo Zhang, Tianqiang Huang
2022 J jnl
R2CI: Information theoretic-guided feature selection with multiple correlations.
Pattern Recognit.
Jihong Wan, Hongmei Chen, Tianrui Li, Wei Huang, Min Li, Chuan Luo
2022 J jnl
Symbolic aggregate approximation based data fusion model for dangerous driving behavior detection.
Inf. Sci.
Jia Liu, Tianrui Li, Zhong Yuan, Wei Huang, Peng Xie, Qianqian Huang
2021 J jnl
An overview of air quality analysis by big data techniques: Monitoring, forecasting, and traceability.
Inf. Fusion
Wei Huang, Tianrui Li, Jia Liu, Peng Xie, Shengdong Du, Fei Teng
2020 J jnl
Fairness and Accuracy in Federated Learning.
CoRR
Wei Huang, Tianrui Li, Dexian Wang, Shengdong Du, Junbo Zhang
2019 J jnl
Low rank theory-based interframe forgery detection for blurry video.
J. Electronic Imaging
Lingpeng Lin, Tianqiang Huang, Wei Huang, Han Pu, Peng Shi
2019 J jnl
Scale-adaptive tracking based on perceptual hash and correlation filter.
Multim. Tools Appl.
Wei Huang, Lingpeng Lin, Tianqiang Huang, Jing Lin, Xueli Zhang
2018 J jnl
A multi-channel approach through fusion of audio for detecting video inter-frame forgery.
Comput. Secur.
Tianqiang Huang, Xueli Zhang, Wei Huang, Lingpeng Lin, Weifeng Su