Jialiang Han

According to our database, Jialiang Han authored at least 6 papers between 2021 and 2025.

Collaborative distances:

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

2025

DegaFL: Decentralized Gradient Aggregation for Cross-Silo Federated Learning.

Jialiang Han, Yudong Han, Xiang Jing, Gang Huang, Yun Ma

IEEE Trans. Parallel Distributed Syst., February, 2025

2024

Demystifying Swarm Learning: An Emerging Decentralized Federated Learning System.

Jialiang Han, Yudong Han, Ying Zhang, Xiang Jing, Yun Ma

Proceedings of the 24th IEEE International Symposium on Cluster, 2024

2022

DeFL: Decentralized Weight Aggregation for Cross-silo Federated Learning.

Jialiang Han, Yudong Han, Gang Huang, Yun Ma

CoRR, 2022

Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning.

Jialiang Han, Yun Ma, Yudong Han

CoRR, 2022

2021

C³DRec: Cloud-Client Cooperative Deep Learning for Temporal Recommendation in the Post-GDPR Era.

Jialiang Han, Yun Ma

CoRR, 2021

DeepRec: On-device Deep Learning for Privacy-Preserving Sequential Recommendation in Mobile Commerce.

Jialiang Han, Yun Ma, Qiaozhu Mei, Xuanzhe Liu

Proceedings of the WWW '21: The Web Conference 2021, 2021