Search Results for author: Jiyang Zhang

Found 5 papers, 1 papers with code

Using Large-scale Heterogeneous Graph Representation Learning for Code Review Recommendations

no code implementations4 Feb 2022 Jiyang Zhang, Chandra Maddila, Ram Bairi, Christian Bird, Ujjwal Raizada, Apoorva Agrawal, Yamini Jhawar, Kim Herzig, Arie van Deursen

Code review is an integral part of any mature software development process, and identifying the best reviewer for a code change is a well accepted problem within the software engineering community.

Graph Representation Learning Recommendation Systems

Deep Metric Learning Model for Imbalanced Fault Diagnosis

no code implementations8 Jul 2021 Xingtai Gui, Jiyang Zhang

The reasonable combination of quadruplet loss and softmax loss function can reduce the impact of imbalance.

imbalanced classification Metric Learning +1

Learning to Generate Code Comments from Class Hierarchies

no code implementations24 Mar 2021 Jiyang Zhang, Sheena Panthaplackel, Pengyu Nie, Raymond J. Mooney, Junyi Jessy Li, Milos Gligoric

Descriptive code comments are essential for supporting code comprehension and maintenance.

Leveraging Class Hierarchy for Code Comprehension

no code implementations NeurIPS Workshop CAP 2020 Jiyang Zhang, Sheena Panthaplackel, Pengyu Nie, Junyi Li, Ray Mooney, Milos Gligoric

Object-oriented programming languages enable a hierarchical class structure, which provides rich contextual information to guide code comprehension and synthesis.

Cannot find the paper you are looking for? You can Submit a new open access paper.