Light-OPU: An FPGA-based Overlay Processor for Lightweight Convolutional Neural Networks. - Yunxuan Yu; Tiandong Zhao; Kun Wang 005; Lei He 001 (FPGA, 2020)

OPU: An FPGA-Based Overlay Processor for Convolutional Neural Networks. - Yunxuan Yu; Chen Wu; Tiandong Zhao; Kun Wang 005; Lei He 001 (IEEE Trans. Very Large Scale Integr. Syst., 2020)

Uni-OPU: An FPGA-Based Uniform Accelerator for Convolutional and Transposed Convolutional Networks. - Yunxuan Yu; Tiandong Zhao; Mingyu Wang; Kun Wang 005; Lei He 001 (IEEE Trans. Very Large Scale Integr. Syst., 2020)

Heterogeneous Dual-Core Overlay Processor for Light-Weight CNNs. - Tiandong Zhao; Yunxuan Yu; Kun Wang 005; Lei He 001 (FCCM, 2021)

OralViewer: 3D Demonstration of Dental Surgeries for Patient Education with Oral Cavity Reconstruction from a 2D Panoramic X-ray. - Yuan Liang 001; Liang Qiu 001; Tiancheng Lu; Zhujun Fang; Dezhan Tu; Jiawei Yang 002; Tiandong Zhao; Yiting Shao; Kun Wang 005; Xiang 'Anthony' Chen; Lei He 001 (CoRR, 2021)

Token Packing for Transformers with Variable-Length Inputs. - Tiandong Zhao; Siyuan Miao; Shaoqiang Lu; Jialin Cao; Jun Qiu; Xiao Shi 001; Kun Wang 005; Lei He 001 (FPL, 2023)

ChatOPU: An FPGA-based Overlay Processor for Large Language Models with Unstructured Sparsity. - Tiandong Zhao; Shaoqiang Lu; Chen Wu; Lei He 001 (ICCAD, 2024)

Acceleration of Deep Learning Algorithms with Transformers - Tiandong Zhao (2024)

METAL: A Memory-Efficient Transformer Architecture for Long-Context Inference on FPGA. - Zicheng He; Shaoqiang Lu; Tiandong Zhao; Jinlong Yan; Chen Wu; Lei He 001 (ASAP, 2025)