CAQ: Toward Context-Aware and Self-Adaptive Deep Model Computation for AIoT Applications. - Sicong Liu 005; Yungang Wu; Bin Guo 001; Yuzhan Wang; Ke Ma; Liyao Xiang; Zhetao Li; Zhiwen Yu 001 (IEEE Internet Things J., 2022)

AdaMEC: Towards a Context-adaptive and Dynamically Combinable DNN Deployment Framework for Mobile Edge Computing. - Bowen Pang; Sicong Liu 005; Hongli Wang; Bin Guo 001; Yuzhan Wang; Hao Wang 182; Zhenli Sheng; Zhongyi Wang; Zhiwen Yu 001 (ACM Trans. Sens. Networks, 2024)

AdaKnife: Flexible DNN Offloading for Inference Acceleration on Heterogeneous Mobile Devices. - Sicong Liu 005; Hao Luo 022; Xiaochen Li; Yao Li; Bin Guo 001; Zhiwen Yu 001; Yuzhan Wang; Ke Ma; Yasan Ding; Yuan Yao 004 (IEEE Trans. Mob. Comput., 2025)

AdaScale: Dynamic Context-Aware DNN Scaling via Automated Adaptation Loop on Mobile Devices. - Yuzhan Wang; Sicong Liu 005; Bin Guo 001; Boqi Zhang; Ke Ma; Yasan Ding; Hao Luo 022; Yao Li; Zhiwen Yu 001 (IEEE Internet Things J., 2025)

CrowdHMTware: A Cross-Level Co-Adaptation Middleware for Context-Aware Mobile DL Deployment. - Sicong Liu 005; Bin Guo 001; Shiyan Luo; Yuzhan Wang; Hao Luo 022; Cheng Fang; Yuan Xu; Ke Ma; Yao Li; Zhiwen Yu 001 (IEEE Trans. Mob. Comput., 2025)