Guohao Dai

GE-SpMM: General-Purpose Sparse Matrix-Matrix Multiplication on GPUs for Graph Neural Networks

Guyue Huang, Guohao Dai, Yu Wang et al. · 2020 · 109 citations

Graph Sparsity, Engineering, Machine Learning +16

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

A Configurable Multi-Precision CNN Computing Framework Based on Single Bit RRAM

Zhenhua Zhu, Hanbo Sun, Yujun Lin et al. · 2019 · 86 citations · Full text

Convolutional Neural Network, Engineering, Hardware Acceleration +10

MNSIM 2.0: A Behavior-Level Modeling Tool for Memristor-based Neuromorphic Computing Systems

Zhenhua Zhu, Hanbo Sun, Kaizhong Qiu et al. · 2020 · 74 citations

Engineering, Mnsim 2.0, Neural Network +16

Heuristic adaptability to input dynamics for SpMM on GPUs

Guohao Dai, Guyue Huang, Shang Fa Yang et al. · Proceedings of the 59th ACM/IEEE Design Automation Conference · 2022 · 24 citations · Full text

Massively-parallel Computing, Computational Science, Gpu Architecture +15