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researcher

Mengtian Yang

University of Texas at Austin

5 papers hereh-index 7250 citations17 works total

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

author position
  • first author1
  • middle author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.DC2
  • cs.LG2
  • cs.AR1
affiliations
  • University of Texas at Austin

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedCharacterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators

5 citations · 7 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2022★ 1 cited

SUGAR: Efficient Subgraph-level Training via Resource-aware Graph Partitioning

Zihui Xue, Yuedong Yang, Mengtian Yang +1

Graph Neural Networks (GNNs) have demonstrated a great potential in a variety of graph-based applications, such as recommender systems, drug discovery, and object recognition. Neve…

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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