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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 2023 · cs.LGShow all

2 papers · 2 filters

cs.LG2023

A Study of Variable-Role-based Feature Enrichment in Neural Models of Code

Aftab Hussain, Md Rafiqul Islam Rabin, Bowen Xu +2

Although deep neural models substantially reduce the overhead of feature engineering, the features readily available in the inputs might significantly impact training cost and the…

cs.LG2023★ 3 cited

Study of Distractors in Neural Models of Code

Md Rafiqul Islam Rabin, Aftab Hussain, Sahil Suneja +1

Finding important features that contribute to the prediction of neural models is an active area of research in explainable AI. Neural models are opaque and finding such features sh…

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