29 citations · 32 across the 8 of their papers we have counts for
4 papers · 1 filter
Disentangling Task Difficulty from Run-Level Failure in Agent Failure Prediction
Mohsen EsfandyariDoulabi, Lawrence Arkoh, Biruk Tadesse +4
Predicting whether an LLM agent will fail has emerged as a promising direction for supporting intervention during execution. Recent approaches report strong predictive performance,…
An Empirical Analysis of Cross-OS Portability Issues in Python Projects
Denini Silva, MohamadAli Farahat, Marcelo d'Amorim
While Python is designed as a cross-platform language, real-world applications encounter portability failures when deployed across different operating systems. We present the first…
Code Quality Analysis of Translations from C to Rust
Biruk Tadesse, Vikram Nitin, Mazin Salah +3
C/C++ is a prevalent programming language. Yet, it suffers from significant memory and thread-safety issues. Recent studies have explored automated translation of C/C++ to safer la…
SmartOracle -- An Agentic Approach to Mitigate Noise in Differential Oracles
Srinath Srinivasan, Tim Menzies, Marcelo D'Amorim
Differential fuzzers detect bugs by executing identical inputs across distinct implementations of the same specification, such as JavaScript interpreters. Validating the outputs re…