Omelets Need Onions: E-graphs Modulo Theories via Bottom Up E-Matching
This program is tentative and subject to change.
E-graphs are a data structure for equational reasoning and optimization over ground terms. One of the benefits of e-graph rewriting is that it can declaratively handle useful but difficult to orient identities like associativity and commutativity (AC) in a generic way. However, using these generic mechanisms is more computationally expensive than using bespoke routines on terms containing sets, multi-sets, linear expressions, polynomials, and binders. A natural question arises: How can one combine the generic capabilities of e-graph rewriting with these specialized theories? This talk discusses a pragmatic approach to this e-graphs modulo theories (EMT) question using two key ideas: bottom-up e-matching and semantic e-ids.
slides (eggmt_talk.pdf) | 261KiB |
Tinkerer. Lover of solvers. Blogger. Cool dude.
This program is tentative and subject to change.
Tue 17 JunDisplayed time zone: Seoul change
15:40 - 17:00 | |||
15:40 20mTalk | Equality Saturation Guided by Large Language Models EGRAPHS | ||
16:00 20mTalk | Machine Learning Guided Equality Saturation EGRAPHS Nicole Heinimann Technische Universität Berlin, Thomas Koehler CNRS - ICube Lab, Michel Steuwer Technische Universität Berlin Pre-print File Attached | ||
16:20 20mTalk | Omelets Need Onions: E-graphs Modulo Theories via Bottom Up E-Matching EGRAPHS Philip Zucker Draper Pre-print File Attached |