We propose a method for automatically finding refinement types of higher-order function
programs. Our method is an extension of the Ice framework of Garg et al. for finding …

This paper presents a novel automated procedure for discovering expressive shape
specifications for sophisticated functional data structures. Our approach extracts potential …

In this paper we present type patterns: a notation for shape-carrying array types that enables
the specification of dependent type signatures while maintaining flexibility and a high level …

Type systems for programming languages are both a rst line of defense against programmer
mistakes, and an aid in structuring programs around data structures and functions that …

With science fiction of yore being reality recently with self-driving cars, wearable computers
and autonomous robots, software reliability is growing increasingly important. A critical pre …

プログラムの不変条件の発見はプログラム検証での鍵となるステップである. Garg
らは機械学習によって不変条件を発見する, ICE と呼ばれる手法を提案した. ICE は …