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researcher

Md Rafiqul Islam Rabin

University of Houston

25 papers hereh-index 13762 citations37 works total

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

author position
  • sole author1
  • first author11
  • middle author13

Across the 25 of 25 papers where every author was matched, so the position is known.

fields
  • cs.SE18
  • cs.LG5
  • cs.CR1
  • cs.SI1
affiliations
  • University of Houston
Homepage

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedOn the Generalizability of Neural Program Models with respect to Semantic-Preserving Program Transformations

92 citations · 242 across the 25 of their papers we have counts for

collaborators
Showing 2021 · cs.SEShow all

2 papers · 2 filters

cs.SE2021★ 5 cited

Code2Snapshot: Using Code Snapshots for Learning Representations of Source Code

Md Rafiqul Islam Rabin, Mohammad Amin Alipour

There are several approaches for encoding source code in the input vectors of neural models. These approaches attempt to include various syntactic and semantic features of input pr…

cs.SE2021★ 38 cited

Understanding Neural Code Intelligence Through Program Simplification

Md Rafiqul Islam Rabin, Vincent J. Hellendoorn, Mohammad Amin Alipour

A wide range of code intelligence (CI) tools, powered by deep neural networks, have been developed recently to improve programming productivity and perform program analysis. To rel…

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