Tong Qiao

Prototyping federated learning on edge computing systems

Jingyuan Wang, Weisheng Zhao, Jianlei Yang, 2020, Frontiers of Computer Science.

Optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms

Chunming Hu, Weisheng Zhao, Yunli Chen, 2021, ArXiv.

Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms

Chunming Hu, Yunli Chen, Tong Qiao, 2021, IEEE Real Time Technology and Applications Symposium.

Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms

Chunming Hu, Tong Qiao, Jianlei Yang, 2023, ArXiv.

Architectural Implications of GNN Aggregation Programming Abstractions

Tong Qiao, Jianlei Yang, Ao Zhou, 2023, IEEE Computer Architecture Letters.