activity
20212023
most citedA Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining

50 citations · 92 across the 16 of their papers we have counts for

collaborators
Showing cs.ARShow all

2 papers · 1 filter

cs.AR2023★ 2 cited

Accel-GCN: High-Performance GPU Accelerator Design for Graph Convolution Networks

Xi Xie, Hongwu Peng, Amit Hasan +7

Graph Convolutional Networks (GCNs) are pivotal in extracting latent information from graph data across various domains, yet their acceleration on mainstream GPUs is challenged by…

cs.AR2021★ 1 cited

Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search

Hongwu Peng, Shiyang Chen, Zhepeng Wang +9

Molecular similarity search has been widely used in drug discovery to identify structurally similar compounds from large molecular databases rapidly. With the increasing size of ch…