Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Year

28 results for AI for Code

Hiding Critical Program Components via Ambiguous Translation
- - Chijung Jung
  - Doowon Kim
  - et al.
- 2022
- ICSE 2022
Graph Neural Network to Dilute Outliers for Refactoring Monolith Application
- - Utkarsh Desai
  - Sambaran Bandyopadhyay
  - et al.
- 2021
- AAAI 2021
Learn more about our AI for Code work
Topic
Robustness to Unbounded Smoothness of Generalized SignSGD
- - Michael Crawshaw
  - Mingrui Liu
  - et al.
- 2022
- NeurIPS 2022
A Scalable AutoML Approach Based on Graph Neural Networks
- - Mossad Helali
  - Essam Mansour
  - et al.
- 2022
- VLDB 2022
Towards Learning (Dis)-Similarity of Source Code from Program Contrasts
- - Yangruibo Ding
  - Luca Buratti
  - et al.
- 2022
- ACL 2022
Deep Learning based Vulnerability Detection: Are We There Yet?
- - Saikat Chakraborty
  - Rahul Krishna
  - et al.
- 2022
- ICSE 2022
DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs
- - Jialun Cao
  - Meiziniu Li
  - et al.
- 2022
- ICSE 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization
- - Victor Sanh
  - Albert Webson
  - et al.
- 2022
- ICLR 2022
Can Machines Read Coding Manuals Yet? – A Benchmark for Building BetterLanguage Models for Code Understanding
- - Ibrahim Abdelaziz
  - Julian Dolby
  - et al.
- 2022
- AAAI 2022
Towards Reliable AI for Source Code Understanding
- - Sahil Suneja
  - Yunhui Zheng
  - et al.
- 2021
- SoCC 2021