1 citations · 1 across the 4 of their papers we have counts for
4 papers
Identifying Root Cause of bugs by Capturing Changed Code Lines with Relational Graph Neural Networks
Jiaqi Zhang, Shikai Guo, Hui Li +3
The Just-In-Time defect prediction model helps development teams improve software quality and efficiency by assessing whether code changes submitted by developers are likely to int…
Causal Discovery with Fewer Conditional Independence Tests
Kirankumar Shiragur, Jiaqi Zhang, Caroline Uhler
Many questions in science center around the fundamental problem of understanding causal relationships. However, most constraint-based causal discovery algorithms, including the wel…
Membership Testing in Markov Equivalence Classes via Independence Query Oracles
Jiaqi Zhang, Kirankumar Shiragur, Caroline Uhler
Understanding causal relationships between variables is a fundamental problem with broad impact in numerous scientific fields. While extensive research has been dedicated to learni…
Meek Separators and Their Applications in Targeted Causal Discovery
Kirankumar Shiragur, Jiaqi Zhang, Caroline Uhler
Learning causal structures from interventional data is a fundamental problem with broad applications across various fields. While many previous works have focused on recovering the…