Alec Lu

HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers

Peiyan Dong, Mengshu Sun, Alec Lu et al. · 2023 · 84 citations

Machine Vision, Image Analysis, Token Selector +15

FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization

Mengshu Sun, Zhengang Li, Alec Lu et al. · 2022 · 77 citations

Engineering, Machine Learning, Hardware Algorithm +17

Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization

Zhengang Li, Mengshu Sun, Alec Lu et al. · 2022 · 62 citations

Model Quantization, Image Analysis, Machine Vision +14

Rethinking Integer Divider Design for FPGA-Based Soft-Processors

Eric Matthews, Alec Lu, Zhenman Fang et al. · 2019 · 32 citations

Hardware Security, Integer Divider Designs, Engineering +12

Demystifying the Memory System of Modern Datacenter FPGAs for Software Programmers through Microbenchmarking

Alec Lu, Zhenman Fang, Weihua Liu et al. · 2021 · 28 citations

Engineering, Modern Datacenter Fpgas, Efficient Fpga Accelerators +20