44 citations · 59 across the 5 of their papers we have counts for
5 papers
Presynthesis: Towards Scaling Up Program Synthesis with Finer-Grained Abstract Semantics
Rui Dong, Qingyue Wu, Danny Ding +3
Abstract semantics has proven to be instrumental for accelerating search-based program synthesis, by enabling the sound pruning of a set of incorrect programs (without enumerating…
Tensor Network Structure Search Via Canonical Dimension Tree Enumeration
Zheng Guo, Aditya Deshpande, Brian Kiedrowski +2
Tensor networks provide a powerful framework for compressing multi-dimensional data. The optimal tensor network structure for a given data tensor depends on both data characteristi…
Searching Entangled Program Spaces
James Koppel, Zheng Guo, Edsko de Vries +2
Many problem domains, including program synthesis and rewrite-based optimization, require searching astronomically large spaces of programs. Existing approaches often rely on build…
Type-Directed Program Synthesis for RESTful APIs
Zheng Guo, David Cao, Davin Tjong +3
With the rise of software-as-a-service and microservice architectures, RESTful APIs are now ubiquitous in mobile and web applications. A service can have tens or hundreds of API me…
Program Synthesis by Type-Guided Abstraction Refinement
Zheng Guo, Michael James, David Justo +4
We consider the problem of type-directed component based synthesis where, given a set of (typed) components and a query type, the goal is to synthesize a term that inhabits the que…