WiP: Efficient LLM Prefilling with Mobile NPU. - Daliang Xu; Hao Zhang 108; Liming Yang; Ruiqi Liu; Mengwei Xu; Xuanzhe Liu (EdgeFM@MobiSys, 2024)

Fast On-device LLM Inference with NPUs. - Daliang Xu; Hao Zhang 108; Liming Yang; Ruiqi Liu; Gang Huang 001; Mengwei Xu; Xuanzhe Liu (ASPLOS (1), 2025)

EdgeLLM: Fast On-Device LLM Inference With Speculative Decoding. - Daliang Xu; Wangsong Yin; Hao Zhang 108; Xin Jin 008; Ying Zhang 012; Shiyun Wei; Mengwei Xu; Xuanzhe Liu (IEEE Trans. Mob. Comput., 2025)