Songcan Yu

According to our database, Songcan Yu authored at least 9 papers between 2023 and 2026.

Collaborative distances:

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

2026

Multitask Federated Learning Across Heterogeneous Systems via Self-Distillation.

Shupeng Zhao, Haiwen Chen, Junbo Wang, Songcan Yu, Zibin Zheng

IEEE Internet Things J., 2026

Robust multimodal federated learning for non-IID multimodal data with incompleteness.

Songcan Yu, Kaiming Zhu, Feiyuan Liang, Junbo Wang, Krishna Kant, Ling Yin

Future Gener. Comput. Syst., 2026

2025

Robust Federated Learning With Multi-Category Accuracy for Non-IID Data.

Qinglin Yang, Pengfei Xu, Songcan Yu, Huakun Huang, Junbo Wang, Yuan Liu, Zhihong Tian, Cemulige Wu

IEEE Trans. Consumer Electron., November, 2025

2024

Robust multimodal federated learning for incomplete modalities.

Songcan Yu, Junbo Wang, Walid Hussein, Patrick C. K. Hung

Comput. Commun., January, 2024

Efficient Model Compression for Hierarchical Federated Learning.

Xi Zhu, Songcan Yu, Junbo Wang, Qinglin Yang

CoRR, 2024

A Remedy for Heterogeneous Data: Clustered Federated Learning with Gradient Trajectory.

Ruiqi Liu, Songcan Yu, Linsi Lan, Junbo Wang, Krishna Kant, Neville Calleja

Big Data Min. Anal., 2024

An Adaptive Android Memory Management Based on a Lightweight PSO-LSTM Model.

Shupeng Zhao, Junbo Wang, Songcan Yu, Wanbin Wang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

FedSD: Cross-Heterogeneous Federated Learning Based on Self-distillation.

Haiwen Chen, Songcan Yu, Shupeng Zhao, Junbo Wang, Kaiming Zhu, Kento Sato

Proceedings of the PRICAI 2024: Trends in Artificial Intelligence, 2024

2023

Road crash risk prediction during COVID-19 for flash crowd traffic prevention: The case of Los Angeles.

Junbo Wang, Xiusong Yang, Songcan Yu, Qing Yuan, Zhuotao Lian, Qinglin Yang

Comput. Commun., 2023