MNN: A Universal and Efficient Inference Engine. - Xiaotang Jiang; Huan Wang; Yiliu Chen; Ziqi Wu; Lichuan Wang; Bin Zou; Yafeng Yang; Zongyang Cui; Yu Cai; Tianhang Yu; Chengfei Lyu; Zhihua Wu (MLSys, 2020)

MNN: A Universal and Efficient Inference Engine. - Xiaotang Jiang; Huan Wang; Yiliu Chen; Ziqi Wu; Lichuan Wang; Bin Zou; Yafeng Yang; Zongyang Cui; Yu Cai; Tianhang Yu; Chengfei Lv; Zhihua Wu (CoRR, 2020)

INT8 Winograd Acceleration for Conv1D Equipped ASR Models Deployed on Mobile Devices. - Yiwu Yao; Yuchao Li; Chengyu Wang 001; Tianhang Yu; Houjiang Chen; Xiaotang Jiang; Jun Yang 052; Jun Huang 007; Wei Lin 016; Hui Shu; Chengfei Lv (CoRR, 2020)

Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning. - Chengfei Lv; Chaoyue Niu; Renjie Gu; Xiaotang Jiang; Zhaode Wang; Bin Liu; Ziqi Wu; Qiulin Yao; Congyu Huang; Panos Huang; Tao Huang; Hui Shu; et al. (OSDI, 2022)

An End-to-End, Low-Cost, and High-Fidelity 3D Video Pipeline for Mobile Devices. - Tiancheng Fang; Chaoyue Niu; Yujie Sun; Chengfei Lv; Xiaotang Jiang; Ben Xue; Fan Wu 006; Guihai Chen (MobiCom, 2024)

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices. - Zhaode Wang; Jingbang Yang; Xinyu Qian; Shiwen Xing; Xiaotang Jiang; Chengfei Lv; Shengyu Zhang (CoRR, 2025)

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection. - Zhengxiang Huang; Chaoyue Niu; Zhaode Wang; Jiarui Xue; Hanming Zhang; Yugang Wang; Zewei Xin; Xiaotang Jiang; Chengfei Lv; Fan Wu 006; Guihai Chen (CoRR, 2025)