Feasibility Analysis of Machine Learning Optimization on GPU-based Low-cost Edges. - Jiashun Suo; Xingzhou Zhang; Shilei Zhang; Wei Zhou 011; Weisong Shi (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI, 2021)

Low-power Robustness Learning Framework for Adversarial Attack on Edges. - Bingbing Song; Haiyang Chen 003; Jiashun Suo; Wei Zhou 011 (MSN, 2022)

HIT-UAV: A High-altitude Infrared Thermal Dataset for Unmanned Aerial Vehicles. - Jiashun Suo; Tianyi Wang; Xingzhou Zhang; Haiyang Chen 003; Wei Zhou 011; Weisong Shi (CoRR, 2022)

E3-UAV: An Edge-based Energy-Efficient Object Detection System for Unmanned Aerial Vehicles. - Jiashun Suo; Xingzhou Zhang; Weisong Shi; Wei Zhou 011 (CoRR, 2023)

E3-UAV: An Edge-Based Energy-Efficient Object Detection System for Unmanned Aerial Vehicles. - Jiashun Suo; Xingzhou Zhang; Weisong Shi; Wei Zhou 011 (IEEE Internet Things J., 2024)

CoServe: Efficient Collaboration-of-Experts (CoE) Model Inference with Limited Memory. - Jiashun Suo; Xiaojian Liao; Limin Xiao; Li Ruan; Jinquan Wang; Xiao Su; Zhisheng Huo (ASPLOS (2), 2025)

DeepCEE: Efficient Cross-Region Model Distributed Training System under Heterogeneous GPUs and Networks. - Jinquan Wang; Xiaojian Liao; Xuzhao Liu; Jiashun Suo; Zhisheng Huo; Chenhao Zhang; Xiangrong Xu; Runnan Shen; Xilong Xie; Limin Xiao (CoRR, 2025)