142 citations · 283 across the 16 of their papers we have counts for
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cs.DC2021★ 1 cited
MELOPPR: Software/Hardware Co-design for Memory-efficient Low-latency Personalized PageRank
Lixiang Li, Yao Chen, Zacharie Zirnheld +2
Personalized PageRank (PPR) is a graph algorithm that evaluates the importance of the surrounding nodes from a source node. Widely used in social network related applications such…
cs.DC2020
AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs
Pengfei Xu, Xiaofan Zhang, Cong Hao +7
Recent breakthroughs in Deep Neural Networks (DNNs) have fueled a growing demand for DNN chips. However, designing DNN chips is non-trivial because: (1) mainstream DNNs have millio…