Shulin Zeng

[DL] A Survey of FPGA-based Neural Network Inference Accelerators

Kaiyuan Guo, Shulin Zeng, Jincheng Yu et al. · ACM Transactions on Reconfigurable Technology and Systems · 2019 · 250 citations

Engineering, Machine Learning, Hardware Optimization Techniques +13

A Survey of FPGA-Based Neural Network Accelerator

Kaiyuan Guo, Shulin Zeng, Jincheng Yu et al. · arXiv (Cornell University) · 2017 · 140 citations · Full text

Engineering, Machine Learning, Hardware Optimization Techniques +11

FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs

Shulin Zeng, J Liu, Guohao Dai et al. · 2024 · 97 citations · Full text

Structured Prediction, Llm Fine-tuning, Engineering +23

Soft Error Tolerant Convolutional Neural Networks on FPGAs With Ensemble Learning

Zhen Gao, Han Zhang, Yi Yao et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2022 · 29 citations

Artificial Intelligence, Triple Modular Redundancy, Convolutional Neural Network +18

FPGA accelerated model predictive control for autonomous driving

Yunfei Li, Shengbo Eben Li, Xingheng Jia et al. · Journal of Intelligent and Connected Vehicles · 2022 · 22 citations · Full text

Engineering, Hardware Acceleration, Hardware-in-the-loop Simulation +14