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)

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference. - Kunxi Li; Zhonghua Jiang 007; Zhouzhou Shen; Zhaode Wang; Chengfei Lv; Shengyu Zhang 001; Fan Wu 006; Fei Wu 001 (ACL (1), 2025)

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)