MagicBatch: An Energy-Aware Scheduling Framework for DNN Inference on Heterogeneous Edge Servers in Space-Air-Ground Computation. - Di Liu; Zimo Ma; Aolin Zhang; Kuangyu Zheng (DataCom, 2022)

CHESS: Joint Energy and Makespan Optimization for Dynamic CNN Task Scheduling on the Heterogeneous System. - Zimo Ma; Yifeng Li; Di Liu; Ziheng Zhang; Kuangyu Zheng (ICMLC, 2023)

QoS Aware Resource Management in Mobile Edge Computing for Emerging Artificial Intelligence (AI) Applications. - Zimo Ma; Jun Zhao 007 (MSN, 2023)

Poster Abstract: Mobile Vision Dynamic Layer Dropping against Adversarial Attacks. - Zimo Ma; Xiangzhong Luo; Qun Song 001; Rui Tan 001 (SenSys, 2025)