2 citations · 2 across the 4 of their papers we have counts for
4 papers
LLMs for Analog Circuit Design Continuum (ACDC)
Yasaman Esfandiari, Jocelyn Rego, Austin Meyer +2
Large Language Models (LLMs) and transformer architectures have shown impressive reasoning and generation capabilities across diverse natural language tasks. However, their reliabi…
Provably effective detection of effective data poisoning attacks
Jonathan Gallagher, Yasaman Esfandiari, Callen MacPhee +1
This paper establishes a mathematically precise definition of dataset poisoning attack and proves that the very act of effectively poisoning a dataset ensures that the attack can b…
Self-Satisfied: An end-to-end framework for SAT generation and prediction
Christopher R. Serrano, Jonathan Gallagher, Kenji Yamada +2
The boolean satisfiability (SAT) problem asks whether there exists an assignment of boolean values to the variables of an arbitrary boolean formula making the formula evaluate to T…
Development of a Dual-Input Neural Model for Detecting AI-Generated Imagery
Jonathan Gallagher, William Pugsley
Over the past years, images generated by artificial intelligence have become more prevalent and more realistic. Their advent raises ethical questions relating to misinformation, ar…