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researcher

Alexander Collins

3 papers hereh-index 5135 citations12 works total

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

author position
  • first author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.PL3

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedAxon: A Language for Dynamic Shapes in Deep Learning Graphs

1 citations · 1 across the 2 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cs.PL2026

DLCB: Ahead-of-Time Compilation for Dynamic Deep Learning

Alexander Collins, Bin Fan, Evghenii Gaburov +4

Deep learning workloads are increasingly deployed in settings where tensor shapes are not fully known at compile time. Batch sizes vary across requests, sequence lengths differ bet…

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