Sheng Liu

According to our database, Sheng Liu authored at least 12 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Safeguarding Federated Learning-based Road Condition Classification.

Sheng Liu, Panos Papadimitratos

CoRR, July, 2025

2024

AiFed: An Adaptive and Integrated Mechanism for Asynchronous Federated Data Mining.

Linlin You, Sheng Liu, Tao Wang, Bingran Zuo, Yi Chang, Chau Yuen

IEEE Trans. Knowl. Data Eng., September, 2024

AFM3D: An Asynchronous Federated Meta-Learning Framework for Driver Distraction Detection.

Sheng Liu, Linlin You, Rui Zhu, Bing Liu, Rui Liu, Han Yu, Chau Yuen

IEEE Trans. Intell. Transp. Syst., August, 2024

Federated and Asynchronized Learning for Autonomous and Intelligent Things.

Linlin You, Sheng Liu, Bingran Zuo, Chau Yuen, Dusit Niyato, H. Vincent Poor

IEEE Netw., March, 2024

A Hybrid Control Model for Platoons at Mixed-Traffic Freeways Based on Deep Reinforcement Learning.

Han Li, Xiangkai Zhou, Sheng Liu, Tao Wang, Linlin You

Proceedings of the Intelligent Robotics and Applications - 17th International Conference, 2024

2023

FedRSM: Representational-Similarity-Based Secured Model Uploading for Federated Learning.

Gengxiang Chen, Sheng Liu, Xu Yang, Tao Wang, Linlin You, Feng Xia

Proceedings of the 22nd IEEE International Conference on Trust, 2023

Efficiency-Improved Federated Learning Approaches for Time of Arrival Estimation.

Zeteng Huang, Meng Zhou, Sheng Liu, Linlin You

Proceedings of the 8th International Conference on Models and Technologies for Intelligent Transportation Systems, 2023

FedRC: Representational Consistency Guided Model Uploading Mechanism for Asynchronous Federated Learning.

Sheng Liu, Linlin You, Yuren Zhou

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking and Services, 2023

2022

A Triple-Step Asynchronous Federated Learning Mechanism for Client Activation, Interaction Optimization, and Aggregation Enhancement.

Linlin You, Sheng Liu, Yi Chang, Chau Yuen

IEEE Internet Things J., 2022

AFMeta: Asynchronous Federated Meta-learning with Temporally Weighted Aggregation.

Sheng Liu, Haohao Qu, Qiyang Chen, Weitao Jian, Rui Liu, Linlin You

Proceedings of the IEEE Smartworld, 2022

TWAFR-GRU: An Integrated Model for Real-time Charging Station Occupancy Prediction.

Qiyang Chen, Sheng Liu, Haohao Qu, Rui Zhu, Linlin You

Proceedings of the IEEE Smartworld, 2022

Improving Parking Occupancy Prediction in Poor Data Conditions Through Customization and Learning to Learn.

Haohao Qu, Sheng Liu, Zihan Guo, Linlin You, Jun Li

Proceedings of the Knowledge Science, Engineering and Management, 2022