31 citations · 93 across the 8 of their papers we have counts for
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cs.LG2022
PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs
Zhe Lin, Zike Yuan, Jieru Zhao +3
Power estimation is the basis of many hardware optimization strategies. However, it is still challenging to offer accurate power estimation at an early stage such as high-level syn…
cs.LG2020★ 12 cited
Hard-ODT: Hardware-Friendly Online Decision Tree Learning Algorithm and System
Zhe Lin, Sharad Sinha, Wei Zhang
Decision trees are machine learning models commonly used in various application scenarios. In the era of big data, traditional decision tree induction algorithms are not suitable f…
cs.LG2020★ 15 cited
Towards Efficient and Scalable Acceleration of Online Decision Tree Learning on FPGA
Zhe Lin, Sharad Sinha, Wei Zhang
Decision trees are machine learning models commonly used in various application scenarios. In the era of big data, traditional decision tree induction algorithms are not suitable f…