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researcher

Mengtian Yang

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.DC1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedCharacterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators

5 citations · 6 across the 2 of their papers we have counts for

collaborators

2 papers

cs.DC2021★ 5 cited

Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators

Yangjie Zhou, Mengtian Yang, Cong Guo +5

Many of today's deep neural network accelerators, e.g., Google's TPU and NVIDIA's tensor core, are built around accelerating the general matrix multiplication (i.e., GEMM). However…

cs.LG2021★ 1 cited

NAAS: Neural Accelerator Architecture Search

Yujun Lin, Mengtian Yang, Song Han

Data-driven, automatic design space exploration of neural accelerator architecture is desirable for specialization and productivity. Previous frameworks focus on sizing the numeric…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.