Xiongtao Zhang

54 papers A* 1A 1Misc 3Journal 48Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BiSGR-Att: A sequence recommendation model based on bidirectional simplified gated recurrent network with linear attention. Appl. Soft Comput. Ruiqin Wang, Chi Fang, Xinyi Sui, Yubin Ren, Xiongtao Zhang
2026	A*	`conf`	Unveiling and Mitigating Untargeted Poisoning Attacks on Federated Knowledge Graph Embedding. WWW Wenzheng Jiang, Ke Liang, Wenke Huang, Xiongtao Zhang, Zhenxing Xu, Guancheng Wan, Cheston Tan, Flint Xiaofeng Fan, Ji Wang
2025	J	`jnl`	A willingness-aware session-based social recommendation method with heterogeneous global graph embedding. Knowl. Based Syst. Xiongtao Zhang, Jianmin Xu
2025	J	`jnl`	All on board: Efficient reinforcement learning with milestone aggregation in asynchronous distributed training for RTS games. Neurocomputing Dayu Zhang, Weidong Bao, Ji Wang, Xiongtao Zhang, Jingxuan Zhou, Yaohong Zhang
2025	J	`jnl`	Divide-and-Merge Parallel Hierarchical Ensemble DNNs with Local Knowledge Augmentation. Symmetry Zhibin Jiang, Shuai Dong, Kaining Liu, Jie Zhou, Xiongtao Zhang
2025	J	`jnl`	Dual-evolution: a deep sequence learning model exploring dual-side evolutions for movie recommendation. Electron. Commer. Res. Mingxin Gan, Xiongtao Zhang, Wenyu Wang
2025	J	`jnl`	Dynamic-static Siamese Takagi-Sugeno-Kang fuzzy system with inductive-reflection deep fuzzy rule. Eng. Appl. Artif. Intell. Xiongtao Zhang, Qihuan Shi, Yunliang Jiang, Qing Shen, Jungang Lou, Ruiqin Wang
2025	A	`conf`	FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation. AAMAS Wenzheng Jiang, Ji Wang, Xiongtao Zhang, Weidong Bao, Cheston Tan, Flint Xiaofeng Fan
2025	J	`jnl`	FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation. CoRR Wenzheng Jiang, Ji Wang, Xiongtao Zhang, Weidong Bao, Cheston Tan, Flint Xiaofeng Fan
2025	J	`jnl`	Improving Generalization and Personalization in Model-Heterogeneous Federated Learning. IEEE Trans. Neural Networks Learn. Syst. Xiongtao Zhang, Ji Wang, Weidong Bao, Yaohong Zhang, Xiaomin Zhu, Hao Peng, Xiang Zhao
2025	J	`jnl`	Indexes-Based and Partial Restart-Based Constrained Multiobjective Optimization. IEEE Trans. Evol. Comput. Zhen Yang, Tangxu Yao, Yunliang Jiang, Jun Zhang, Xiongtao Zhang
2025	J	`jnl`	Message Passing Period-Aware Imputation Network for Spatial-Temporal Traffic Missing Data. IEEE Trans. Intell. Transp. Syst. Yunliang Jiang, Yuanqing Tang, Xiongtao Zhang, Jungang Lou, Yong Liu, Zhen Yang
2025	J	`jnl`	Multi-task Federated Learning with Encoder-Decoder Structure: Enabling Collaborative Learning Across Different Tasks. CoRR Jingxuan Zhou, Weidong Bao, Ji Wang, Dayu Zhang, Xiongtao Zhang, Yaohong Zhang
2025	J	`jnl`	Multi-task federated learning with encoder-decoder structure: enabling collaborative learning across different tasks. Int. J. Mach. Learn. Cybern. Jingxuan Zhou, Weidong Bao, Ji Wang, Dayu Zhang, Xiongtao Zhang, Yaohong Zhang
2025	J	`jnl`	Trend-aware spatio-temporal fusion graph convolutional network with self-attention for traffic prediction. Neurocomputing Xiongtao Zhang, Lijie Pan, Qing Shen, Zhenfang Liu, Jungang Lou, Yunliang Jiang
2024	J	`jnl`	A Multi-Objective Resource Pre-Allocation Scheme Using SDN for Intelligent Transportation System. IEEE Trans. Intell. Transp. Syst. Yibing Liu, Lijun Huo, Xiongtao Zhang, Jun Wu
2024	J	`jnl`	C-GDN: core features activated graph dual-attention network for personalized recommendation. J. Intell. Inf. Syst. Xiongtao Zhang, Mingxin Gan
2024	J	`jnl`	CGG: Category-aware global graph contrastive learning for session-based recommendation. Knowl. Based Syst. Mingxin Gan, Xiongtao Zhang, Yuxin Liang
2024	J	`jnl`	Hi-GNN: hierarchical interactive graph neural networks for auxiliary information-enhanced recommendation. Knowl. Inf. Syst. Xiongtao Zhang, Mingxin Gan
2024	J	`jnl`	Monocular visual anti-collision method based on residual mixed attention for storage and retrieval machines. Expert Syst. Appl. Yunliang Jiang, Kailin Lu, Zhen Yang, Haoyu Zhang, Xiongtao Zhang
2024	J	`jnl`	Self-adaptive asynchronous federated optimizer with adversarial sharpness-aware minimization. Future Gener. Comput. Syst. Xiongtao Zhang, Ji Wang, Weidong Bao, Wenhua Xiao, Yaohong Zhang, Lihua Liu
2024	J	`jnl`	Structural graph federated learning: Exploiting high-dimensional information of statistical heterogeneity. Knowl. Based Syst. Xiongtao Zhang, Ji Wang, Weidong Bao, Hao Peng, Yaohong Zhang, Xiaomin Zhu
2024	J	`jnl`	Swarm Learning and Knowledge Distillation Empowered Self-Driving Detection Against Threat Behavior for Intelligent IoT. IEEE Trans. Mob. Comput. Yibing Liu, Xiongtao Zhang, Lijun Huo, Jun Wu, Mohsen Guizani
2023	J	`jnl`	A CNN-Based Born-Again TSK Fuzzy Classifier Integrating Soft Label Information and Knowledge Distillation. IEEE Trans. Fuzzy Syst. Yunliang Jiang, Jiangwei Weng, Xiongtao Zhang, Zhen Yang, Wenjun Hu
2023	J	`jnl`	A disaggregated interest-extraction network for click-through rate prediction. Multim. Tools Appl. Mingxin Gan, Danyang Li, Xiongtao Zhang
2023	J	`jnl`	Deep extreme learning machine with knowledge augmentation for EEG seizure signal recognition. Frontiers Neuroinformatics Xiongtao Zhang, Shuai Dong, Qing Shen, Jie Zhou, Jingjing Min
2023	J	`jnl`	Fuzzy Knowledge Distillation from High-Order TSK to Low-Order TSK. CoRR Xiongtao Zhang, Zezong Yin, Yunliang Jiang, Yizhang Jiang, Danfeng Sun, Yong Liu
2023	J	`jnl`	MMusic: a hierarchical multi-information fusion method for deep music recommendation. J. Intell. Inf. Syst. Jing Xu, Mingxin Gan, Xiongtao Zhang
2023	J	`jnl`	Mask-guided image person removal with data synthesis. IET Image Process. Yunliang Jiang, Chenyang Gu, Zhenfeng Xue, Xiongtao Zhang, Yong Liu
2023	J	`jnl`	Semi-HFL: semi-supervised federated learning for heterogeneous devices. Complex Intell. Syst. Zhengyi Zhong, Ji Wang, Weidong Bao, Jingxuan Zhou, Xiaomin Zhu, Xiongtao Zhang
2023	J	`jnl`	TcGAN: Semantic-Aware and Structure-Preserved GANs with Individual Vision Transformer for Fast Arbitrary One-Shot Image Generation. CoRR Yunliang Jiang, Lili Yan, Xiongtao Zhang, Yong Liu, Danfeng Sun
2022	J	`jnl`	An adaptive immune-following algorithm for intelligent optimal schedule of multiregional agricultural machinery. Int. J. Intell. Syst. Yunliang Jiang, Xuyang Li, Zhen Yang, Xiongtao Zhang, Huifeng Wu
2022	J	`jnl`	DANCE: Distributed Generative Adversarial Networks with Communication Compression. ACM Trans. Internet Techn. Xiongtao Zhang, Xiaomin Zhu, Ji Wang, Weidong Bao, Laurence T. Yang
2022	J	`jnl`	Deep Graph Gaussian Processes for Short-Term Traffic Flow Forecasting From Spatiotemporal Data. IEEE Trans. Intell. Transp. Syst. Yunliang Jiang, Jinbin Fan, Yong Liu, Xiongtao Zhang
2022	J	`jnl`	FLEE: A Hierarchical Federated Learning Framework for Distributed Deep Neural Network over Cloud, Edge, and End Device. ACM Trans. Intell. Syst. Technol. Zhengyi Zhong, Weidong Bao, Ji Wang, Xiaomin Zhu, Xiongtao Zhang
2022	J	`jnl`	Interval-valued intuitionistic fuzzy multi-attribute second-order decision making based on partial connection numbers of set pair analysis. Soft Comput. Qing Shen, Xiongtao Zhang, Jungang Lou, Yong Liu, Yunliang Jiang
2022	J	`jnl`	Mask-Guided Image Person Removal with Data Synthesis. CoRR Yunliang Jiang, Chenyang Gu, Zhenfeng Xue, Xiongtao Zhang, Yong Liu
2022	J	`jnl`	Prediction by Fuzzy Clustering and KNN on Validation Data With Parallel Ensemble of Interpretable TSK Fuzzy Classifiers. IEEE Trans. Syst. Man Cybern. Syst. Xiongtao Zhang, Yusuke Nojima, Hisao Ishibuchi, Wenjun Hu, Shitong Wang
2021	J	`jnl`	Distributed Learning on Mobile Devices: A New Approach to Data Mining in the Internet of Things. IEEE Internet Things J. Xiongtao Zhang, Xiaomin Zhu, Weidong Bao, Laurence T. Yang, Ji Wang, Hui Yan, Huangke Chen
2021	J	`jnl`	Failure prediction by regularized fuzzy learning with intelligent parameters selection. Appl. Soft Comput. Qing Shen, Jungang Lou, Xiongtao Zhang, Yunliang Jiang
2021	J	`jnl`	High-end equipment data desensitization method based on improved Stackelberg GAN. Expert Syst. Appl. Nan Xiang, Xiongtao Zhang, Yajie Dou, Xiangqian Xu, Ke-Wei Yang, Yuejin Tan
2021	—	`conf`	ILFM: Item Attribute-Aware Latent Factor Model for Personalized Recommendation. PACIS O-Chol Kwon, Mingxin Gan, Xiongtao Zhang
2021	J	`jnl`	Integrating Community Interest and Neighbor Semantic for Microblog Recommendation. Int. J. Web Serv. Res. Mingxin Gan, Xiongtao Zhang
2021	J	`jnl`	Recognition of Imbalanced Epileptic EEG Signals by a Graph-Based Extreme Learning Machine. Wirel. Commun. Mob. Comput. Jie Zhou, Xiongtao Zhang, Zhibin Jiang
2020	J	`jnl`	A Parallel Ensemble Fuzzy Classifier for Diabetes Diagnosis. J. Medical Imaging Health Informatics Xiongtao Zhang, Yunliang Jiang, Wenjun Hu, Shitong Wang
2020	J	`jnl`	An Interpretable Fuzzy DBN-Based Classifier for Indoor User Movement Prediction in Ambient Assisted Living Applications. IEEE Trans. Ind. Informatics Xiongtao Zhang, Fu-Lai Chung, Shitong Wang
2020	J	`jnl`	Federated learning with adaptive communication compression under dynamic bandwidth and unreliable networks. Inf. Sci. Xiongtao Zhang, Xiaomin Zhu, Ji Wang, Hui Yan, Huangke Chen, Weidong Bao
2019	J	`jnl`	DEED: Dynamic Energy-Efficient Data offloading for IoT applications under unstable channel conditions. Future Gener. Comput. Syst. Hui Yan, Xiongtao Zhang, Huangke Chen, Yun Zhou, Weidong Bao, Laurence T. Yang
2019	Misc	`conf`	Label Quality Improvement in Crowdsourcing with Ensemble TSK Fuzzy Classifier. ISKE Xiongtao Zhang, Xingguang Pan, Shitong Wang
2018	J	`jnl`	A General Cross-Layer Cloud Scheduling Framework for Multiple IoT Computer Tasks. Sensors Guanlin Wu, Weidong Bao, Xiaomin Zhu, Xiongtao Zhang
2018	J	`jnl`	Uniform stability and mean-field limit for the augmented Kuramoto model. Networks Heterog. Media Seung-Yeal Ha, Jeongho Kim, Jinyeong Park, Xiongtao Zhang
2017	Misc	`conf`	Anti-noise possibilistic clustering based on maximum entropy. ISKE Xingguang Pan, Xiongtao Zhang, Zhibin Jiang, Shitong Wang
2017	Misc	`conf`	Fuzzy DBN with rule-based knowledge representation and high interpretability. ISKE Xiongtao Zhang, Xingguang Pan, Shitong Wang
2017	J	`jnl`	Method and Applications for Multiple Attribute Decision-Making Based on Converting Triangular Fuzzy Numbers into Connection Numbers. Trans. Edutainment Qing Shen, Yunliang Jiang, Xiongtao Zhang, Jing Fan, Yong Liu