On the Auto-Tuning of Elastic-search based on Machine Learning. - Zhenyan Lu; Chao Chen 022; Jinhan Xin; Zhibin Yu 001 (CCRIS, 2020)

Large Language Models on Mobile Devices: Measurements, Analysis, and Insights. - Xiang Li 067; Zhenyan Lu; Dongqi Cai 001; Xiao Ma 009; Mengwei Xu (EdgeFM@MobiSys, 2024)

A Survey of Resource-efficient LLM and Multimodal Foundation Models. - Mengwei Xu; Wangsong Yin; Dongqi Cai 001; Rongjie Yi; Daliang Xu; Qipeng Wang; Bingyang Wu; Yihao Zhao; Chen Yang; Shihe Wang; Qiyang Zhang; Zhenyan Lu; et al. (CoRR, 2024)

Small Language Models: Survey, Measurements, and Insights. - Zhenyan Lu; Xiang Li 067; Dongqi Cai 001; Rongjie Yi; Fangming Liu; Xiwen Zhang; Nicholas D. Lane; Mengwei Xu (CoRR, 2024)

PhoneLM:an Efficient and Capable Small Language Model Family through Principled Pre-training. - Rongjie Yi; Xiang Li 067; Weikai Xie; Zhenyan Lu; Chenghua Wang; Ao Zhou 001; Shangguang Wang; Xiwen Zhang; Mengwei Xu (CoRR, 2024)

Falic: An FPGA-Based Multi-Scalar Multiplication Accelerator for Zero-Knowledge Proof. - Yongkui Yang; Zhenyan Lu; Jingwei Zeng; Xingguo Liu; Xuehai Qian; Zhibin Yu 001 (IEEE Trans. Computers, 2024)

Demystifying Small Language Models for Edge Deployment. - Zhenyan Lu; Xiang Li 067; Dongqi Cai 001; Rongjie Yi; Fangming Liu; Wei Liu 061; Jian Luan 001; Xiwen Zhang; Nicholas D. Lane; Mengwei Xu (ACL (1), 2025)

MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs. - Zhenyan Lu; Daliang Xu; Dongqi Cai 001; Zexi Li; Wei Liu 061; Fangming Liu; Shangguang Wang; Mengwei Xu (CoRR, 2025)