Bingyi Zhang
University of Southern California
H-index: 9
North America-United States
Top articles of Bingyi Zhang
GCV-Turbo: End-to-end Acceleration of GNN-based Computer Vision Tasks on FPGA
arXiv preprint arXiv:2404.07188
2024/4/10
Bingyi Zhang
H-Index: 3
Rajgopal Kannan
H-Index: 18
VTR: An Optimized Vision Transformer for SAR ATR Acceleration on FPGA
arXiv preprint arXiv:2404.04527
2024/4/6
Accelerating ViT Inference on FPGA through Static and Dynamic Pruning
arXiv preprint arXiv:2403.14047
2024/3/21
Bingyi Zhang
H-Index: 3
Rajgopal Kannan
H-Index: 18
HitGNN: High-throughput GNN Training Framework on CPU+Multi-FPGA Heterogeneous Platform
IEEE Transactions on Parallel and Distributed Systems
2024/2/28
Bingyi Zhang
H-Index: 3
A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification
arXiv preprint arXiv:2402.00564
2024/2/1
Exploiting on-chip heterogeneity of versal architecture for gnn inference acceleration
2023/9/4
Graph neural network based SAR automatic target recognition with human-in-the-loop
2023/6/13
PAHD: perception-action based human decision making using explainable graph neural networks on SAR images
2023/6/13
Graph Neural Network for Accurate and Low-complexity SAR ATR
arXiv preprint arXiv:2305.07119
2023/5/11
Dynasparse: Accelerating GNN Inference through Dynamic Sparsity Exploitation
2023 International Parallel and Distributed Processing Symposium (IPDPS 2023)
2023/3/22
Bingyi Zhang
H-Index: 3
GraphAGILE: An FPGA-based Overlay Accelerator for Low-latency GNN Inference
IEEE Transactions on Parallel and Distributed Systems
2023/2/2
Bingyi Zhang
H-Index: 3
Hanqing Zeng
H-Index: 9
How can Human-in-the-loop Improve the Performance of SAR ATR? A Reinforcement Learning Based Approach
2023/11/6
Accelerating GNN-Based SAR Automatic Target Recognition on HBM-Enabled FPGA
2023/9/25
Bingyi Zhang
H-Index: 3
Rajgopal Kannan
H-Index: 18
Performance of Graph Neural Networks for Point Cloud Applications
2023/9/25
Bingyi Zhang
H-Index: 3
Rajgopal Kannan
H-Index: 18
Hypersort: High-performance Parallel Sorting on HBM-enabled FPGA
2022/12/5
Bingyi Zhang
H-Index: 3
Accelerating GNN Training on CPU Multi-FPGA Heterogeneous Platform
2022/9/26
Bingyi Zhang
H-Index: 3
Modeling the Energy Efficiency of GEMM using Optical Random Access Memory
2022/9/19
Performance modeling sparse mttkrp using optical static random access memory on fpga
2022/9/19
Accurate, low-latency, efficient sar automatic target recognition on fpga
2022/8/29
Bingyi Zhang
H-Index: 3
Rajgopal Kannan
H-Index: 18
Low-latency mini-batch gnn inference on cpu-fpga heterogeneous platform
2022/12/18
Bingyi Zhang
H-Index: 3
Hanqing Zeng
H-Index: 9
Co-Authors
