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researcher

Işıl Dillig

60 papers hereh-index 436.2k citations173 works total

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

author position
  • middle author28
  • last author31

Across the 59 of 60 papers where every author was matched, so the position is known.

fields
  • cs.PL32
  • cs.SE6
  • cs.CL4
  • cs.RO4
  • cs.CR3
  • cs.DB3

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedOptimization and Abstraction: A Synergistic Approach for Analyzing Neural Network Robustness

84 citations · 276 across the 48 of their papers we have counts for

collaborators
Showing 2020 · cs.PLShow all

2 papers · 2 filters

cs.PL2020

Verifying Correct Usage of Context-Free API Protocols (Extended Version)

Kostas Ferles, Jon Stephens, Isil Dillig

Several real-world libraries (e.g., reentrant locks, GUI frameworks, serialization libraries) require their clients to use the provided API in a manner that conforms to a context-f…

cs.PL2020★ 47 cited

LambdaNet: Probabilistic Type Inference using Graph Neural Networks

Jiayi Wei, Maruth Goyal, Greg Durrett +1

As gradual typing becomes increasingly popular in languages like Python and TypeScript, there is a growing need to infer type annotations automatically. While type annotations help…

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