TED: Teaching AI to explain its decisions
Michael Hind, Dennis Wei, et al.
AIES 2019
We present practical approximation methods for computing and representing interprocedural aliases for a program written in a language that includes pointers, reference parameters, and recursion. We present the following contributions: (1) a framework for interprocedural pointer alias analysis that handles function pointers by constructing the program call graph while alias analysis is being performed; (2) a flow-sensitive interprocedural pointer alias analysis algorithm; (3) a flow-insensitive interprocedural pointer alias analysis algorithm; (4) a flow-insensitive interprocedural pointer alias analysis algorithm that incorporates kill information to improve precision; (5) empirical measurements of the efficiency and precision of the three interprocedural alias analysis algorithms.
Michael Hind, Dennis Wei, et al.
AIES 2019
Bor-Ming Hsieh, Michael Hind, et al.
ACM/IEEE SC 1992
Rachel Bellamy, Aleksandra Mojsilovic, et al.
IBM J. Res. Dev
Matthew Arnold, David Grove, et al.
IBM J. Res. Dev