3 citations · 3 across the 2 of their papers we have counts for
3 papers
cs.LG2026
On the Design of Hyper-Connections: Simplification, Stability, and Scalability
Xiangdong Zhang, Xiaohan Qin, Sunan Zou +8
Hyper-Connections (HC) architectures are increasingly adopted in frontier language models, yet their components remain insufficiently understood and introduce non-negligible traini…
cs.AR2024
WideSA: A High Array Utilization Mapping Scheme for Uniform Recurrences on the Versal ACAP Architecture
Tuo Dai, Bizhao Shi, Guojie Luo
The Versal Adaptive Compute Acceleration Platform (ACAP) is a new architecture that combines AI Engines (AIEs) with reconfigurable fabric. This architecture offers significant acce…
cs.AI2021★ 3 cited
BlockGNN: Towards Efficient GNN Acceleration Using Block-Circulant Weight Matrices
Zhe Zhou, Bizhao Shi, Zhe Zhang +3
In recent years, Graph Neural Networks (GNNs) appear to be state-of-the-art algorithms for analyzing non-euclidean graph data. By applying deep-learning to extract high-level repre…