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Yunsheng Bai

2 accepted papers

2023

Towards a Comprehensive Benchmark for High-Level Synthesis Targeted to FPGAs

NeurIPS 2023poster

High-level synthesis (HLS) aims to raise the abstraction layer in hardware design, enabling the design of domain-specific accelerators (DSAs) like field-programmable gate arrays (FPGAs) using C/C++ instead of hardware description languages (HDLs). Compiler directives in the form of pragmas play a cr…

2021

GLSearch: Maximum Common Subgraph Detection via Learning to Search

ICML 2021spotlight

Detecting the Maximum Common Subgraph (MCS) between two input graphs is fundamental for applications in drug synthesis, malware detection, cloud computing, etc. However, MCS computation is NP-hard, and state-of-the-art MCS solvers rely on heuristic search algorithms which in practice cannot find goo…

Cited by 52SourcePDFScholar