Sheng Liu

13 papers B 1Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
Safeguarding Federated Learning-Based Road Condition Classification.
CNS
Sheng Liu, Panos Papadimitratos
2025 J jnl
Safeguarding Federated Learning-based Road Condition Classification.
CoRR
Sheng Liu, Panos Papadimitratos
2024 — conf
A Hybrid Control Model for Platoons at Mixed-Traffic Freeways Based on Deep Reinforcement Learning.
ICIRA (2)
Han Li, Xiangkai Zhou, Sheng Liu, Tao Wang, Linlin You
2024 J jnl
AFM3D: An Asynchronous Federated Meta-Learning Framework for Driver Distraction Detection.
IEEE Trans. Intell. Transp. Syst.
Sheng Liu, Linlin You, Rui Zhu, Bing Liu, Rui Liu, Han Yu, Chau Yuen
2024 J jnl
AiFed: An Adaptive and Integrated Mechanism for Asynchronous Federated Data Mining.
IEEE Trans. Knowl. Data Eng.
Linlin You, Sheng Liu, Tao Wang, Bingran Zuo, Yi Chang, Chau Yuen
2024 J jnl
Federated and Asynchronized Learning for Autonomous and Intelligent Things.
IEEE Netw.
Linlin You, Sheng Liu, Bingran Zuo, Chau Yuen, Dusit Niyato, H. Vincent Poor
2023 — conf
Efficiency-Improved Federated Learning Approaches for Time of Arrival Estimation.
MT-ITS
Zeteng Huang, Meng Zhou, Sheng Liu, Linlin You
2023 — conf
FedRC: Representational Consistency Guided Model Uploading Mechanism for Asynchronous Federated Learning.
MobiQuitous (1)
Sheng Liu, Linlin You, Yuren Zhou
2023 B conf
FedRSM: Representational-Similarity-Based Secured Model Uploading for Federated Learning.
TrustCom
Gengxiang Chen, Sheng Liu, Xu Yang, Tao Wang, Linlin You, Feng Xia
2022 J jnl
A Triple-Step Asynchronous Federated Learning Mechanism for Client Activation, Interaction Optimization, and Aggregation Enhancement.
IEEE Internet Things J.
Linlin You, Sheng Liu, Yi Chang, Chau Yuen
2022 — conf
AFMeta: Asynchronous Federated Meta-learning with Temporally Weighted Aggregation.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Sheng Liu, Haohao Qu, Qiyang Chen, Weitao Jian, Rui Liu, Linlin You
2022 — conf
Improving Parking Occupancy Prediction in Poor Data Conditions Through Customization and Learning to Learn.
KSEM (1)
Haohao Qu, Sheng Liu, Zihan Guo, Linlin You, Jun Li
2022 — conf
TWAFR-GRU: An Integrated Model for Real-time Charging Station Occupancy Prediction.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Qiyang Chen, Sheng Liu, Haohao Qu, Rui Zhu, Linlin You