Yongheng Xing

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Semantic Modeling

Reinforcement Learning

Traffic Signal Control

Nonnegative Matrix Factorization

Top Venues

Expert Syst. Appl.

IEEE Internet Things J.

Pattern Recognit.

IEEE Trans. Ind. Informatics

Publications

Yongheng Xing, Liang Hu, Xinqi Du, Zhiqi Shen, Juncheng Hu, Feng Wang
A privacy-preserving federated graph learning framework for threat detection in IoT trigger-action programming. Expert Syst. Appl. 255 (2024)
Gang Wu, Liang Hu, Xuelin Mao, Yongheng Xing, Feng Wang
A data fusion framework based on heterogeneous information network embedding for trigger-action programming in IoT. Expert Syst. Appl. 235 (2024)
Xinqi Du, Ziyue Li, Cheng Long, Yongheng Xing, Philip S. Yu, Hechang Chen
FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Dongming Sun, Liang Hu, Gang Wu, Yongheng Xing, Juncheng Hu, Feng Wang
Threat Detection in Trigger-Action Programming Rules of Smart Home With Heterogeneous Information Network Model. IEEE Internet Things J. 11 (10) (2024)
Xinqi Du, Hechang Chen, Che Wang, Yongheng Xing, Jielong Yang, Philip S. Yu, Yi Chang, Lifang He
Robust multi-agent reinforcement learning via Bayesian distributional value estimation. Pattern Recognit. 145 (2024)
Xinqi Du, Hechang Chen, Yongheng Xing, Philip S. Yu, Lifang He
A Contrastive-Enhanced Ensemble Framework for Efficient Multi-Agent Reinforcement Learning. Expert Syst. Appl. 245 (2024)
Xinjian Wang, Guoqing Xia, Jian Zhao, Jin Wang, Zaili Yang, Sean Loughney, Siming Fang, Shukai Zhang, Yongheng Xing, Zhengjiang Liu
A novel method for the risk assessment of human evacuation from cruise ships in maritime transportation. Reliab. Eng. Syst. Saf. 230 (2023)
Yongheng Xing, Liang Hu, Xiaolu Zhang, Gang Wu, Feng Wang
Nonnegative Matrix Factorization Based Heterogeneous Graph Embedding Method for Trigger-Action Programming in IoT. IEEE Trans. Ind. Informatics 18 (2) (2022)
Liang Hu, Gang Wu, Yongheng Xing, Feng Wang
Things2Vec: Semantic Modeling in the Internet of Things With Graph Representation Learning. IEEE Internet Things J. 7 (3) (2020)
Liang Hu, Yanlei Gong, Yongheng Xing, Feng Wang
Semantic Representation With Heterogeneous Information Network Using Matrix Factorization for Clustering in the Internet of Things. IEEE Access 7 (2019)
Liang Hu, Yongheng Xing, Yanlei Gong, Kuo Zhao, Feng Wang
Nonnegative matrix tri-factorization with user similarity for clustering in point-of-interest. Neurocomputing 363 (2019)