Overcoming Memory Constraint for Improved Target Classification Performance on Embedded Deep Learning Systems. - Fan Wu; Huanghe Liu; Zongwei Zhu; Cheng Ji 002; Chun Jason Xue (HPCC/DSS/SmartCity, 2020)

Machine Learning Agricultural Application Based on the Secure Edge Computing Platform. - Fan Wu; Zhuoqun Xu; Huanghe Liu; Zongwei Zhu (ML4CS (1), 2020)

Memory-efficient deep learning inference with incremental weight loading and data layout reorganization on edge systems. - Cheng Ji 002; Fan Wu; Zongwei Zhu; Li-Pin Chang; Huanghe Liu; Wenjie Zhai (J. Syst. Archit., 2021)

Juggler-ResNet: A Flexible and High-Speed ResNet Optimization Method for Intrusion Detection System in Software-Defined Industrial Networks. - Zongwei Zhu; Wenjie Zhai; Huanghe Liu; Jiawei Geng; Mingliang Zhou 001; Cheng Ji 002; Gangyong Jia (IEEE Trans. Ind. Informatics, 2022)