18 citations · 31 across the 7 of their papers we have counts for
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cs.AR2026
A3C3: AI Algorithm and Accelerator Co-design, Co-search, and Co-generation
Selin Yildirim, Yingbing Huang, Deming Chen
We present a holistic methodology for artificial intelligence algorithm and accelerator co-design, co-search, and co-generation (A3C3), which jointly optimizes neural network archi…
cs.AR2025★ 4 cited
StreamTensor: Make Tensors Stream in Dataflow Accelerators for LLMs
Hanchen Ye, Deming Chen
Efficient execution of deep learning workloads on dataflow architectures is crucial for overcoming memory bottlenecks and maximizing performance. While streaming intermediate resul…
cs.AR2023★ 18 cited
HIDA: A Hierarchical Dataflow Compiler for High-Level Synthesis
Hanchen Ye, Hyegang Jun, Deming Chen
Dataflow architectures are growing in popularity due to their potential to mitigate the challenges posed by the memory wall inherent to the Von Neumann architecture. At the same ti…