Jingcai Guo

On-Device Learning Systems for Edge Intelligence: A Software and Hardware Synergy Perspective

Rajendra Akerkar, Song Guo, Qihua Zhou, 2021, IEEE Internet of Things Journal.

Learning Robust Visual-semantic Mapping for Zero-shot Learning pdf

Jingcai Guo, 2021, ArXiv.

Personalized Federated Learning with Clustered Generalization pdf

Jingcai Guo, Song Guo, Xueyang Tang, 2021, ArXiv.

Octo: INT8 Training with Loss-aware Compensation and Backward Quantization for Tiny On-device Learning

Jingren Zhou, Qihua Zhou, Zhihao Qu, 2021, USENIX Annual Technical Conference.