31 citations · 97 across the 12 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2025
DAPO: Design Structure-Aware Pass Ordering in High-Level Synthesis with Graph Contrastive and Reinforcement Learning
Jinming Ge, Linfeng Du, Likith Anaparty +8
High-Level Synthesis (HLS) tools are widely adopted in FPGA-based domain-specific accelerator design. However, existing tools rely on fixed optimization strategies inherited from s…
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…