Publications

9 results for Julian Dolby

TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes
- - Aamod Khatiwada
  - Harsha Kokel
  - et al.
- 2025
- ICDE 2025
TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes
- - Aamod Khatiwada
  - Harsha Kokel
  - et al.
- 2024
- NeurIPS 2024
DataRinse: Semantic Transforms for Data preparation based on Code Mining
- - Ibrahim Abdelaziz
  - Julian Dolby
  - et al.
- 2023
- VLDB 2023
SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code
- - Ibrahim Abdelaziz
  - Julian Dolby
  - et al.
- 2023
- IJCAI 2023
Towards Supporting Universal Static Analysis using WALA
- - Rahul Krishna
  - Raju Pavuluri
  - et al.
- 2023
- PLDI 2023
Program Analysis using WALA
- - Joanna Cecilia Da Silva Santos
  - Julian Dolby
- 2022
- ESEC/FSE 2022
A Scalable AutoML Approach Based on Graph Neural Networks
- - Mossad Helali
  - Essam Mansour
  - et al.
- 2022
- VLDB 2022
Automatically Debugging AutoML Pipelines Using Maro: ML Automated Remediation Oracle
- - Julian Dolby
  - Jason Tsay
  - et al.
- 2022
- MAPS 2022
CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks
- - Ruchir Puri
  - David Kung
  - et al.
- 2021
- NeurIPS 2021