FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs. - Shulin Zeng; Jun Liu 071; Guohao Dai; Xinhao Yang; Tianyu Fu 004; Hongyi Wang; Wenheng Ma; Hanbo Sun; Shiyao Li; Zixiao Huang; Yadong Dai; Jintao Li; et al. (FPGA, 2024)

FMC-LLM: Enabling FPGAs for Efficient Batched Decoding of 70B+ LLMs with a Memory-Centric Streaming Architecture. - Wenheng Ma; Xinhao Yang; Shulin Zeng; Tengxuan Liu; Libo Shen; Hongyi Wang; Shiyao Li; Jiewen Wang; Yuhan Zhang; Hao Guo; Jintao Li; Ziming Zhang; et al. (FPGA, 2025)