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Gust Verbruggen
Gust Verbruggen
PhD student in Artificial Intelligence, KU Leuven
Verified email at cs.kuleuven.be
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Cited by
Cited by
Year
Semi-supervised anomaly detection with an application to water analytics
V Vercruyssen, W Meert, G Verbruggen, K Maes, R Baumer, J Davis
2018 ieee international conference on data mining (icdm) 2018, 527-536, 2018
942018
Repair is nearly generation: Multilingual program repair with llms
H Joshi, JC Sanchez, S Gulwani, V Le, G Verbruggen, I Radiček
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 5131-5140, 2023
632023
Repairing Bugs in Python Assignments Using Large Language Models
J Zhang, J Cambronero, S Gulwani, V Le, R Piskac, G Soares, ...
arXiv preprint arXiv:2209.14876, 2022
402022
Semantic programming by example with pre-trained models
G Verbruggen, V Le, S Gulwani
Proceedings of the ACM on Programming Languages 5 (OOPSLA), 1-25, 2021
242021
Elements of an automatic data scientist
L De Raedt, H Blockeel, S Kolb, S Teso, G Verbruggen
Advances in Intelligent Data Analysis XVII: 17th International Symposium …, 2018
152018
Automatically wrangling spreadsheets into machine learning data formats
G Verbruggen, L De Raedt
Advances in Intelligent Data Analysis XVII: 17th International Symposium …, 2018
92018
Towards automated relational data wrangling
G Verbruggen, L De Raedt
Proceedings of AutoML 2017@ ECML-PKDD: Automatic selection, configuration …, 2017
92017
CodeFusion: A Pre-trained Diffusion Model for Code Generation
M Singh, J Cambronero, S Gulwani, V Le, C Negreanu, G Verbruggen
arXiv preprint arXiv:2310.17680, 2023
72023
Human–Machine Collaboration for Democratizing Data Science
C Gautrais, Y Dauxais, S Teso, S Kolb, G Verbruggen, L De Raedt
Human-Like Machine Intelligence, 379, 2021
72021
FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language
M Singh, J Cambronero, S Gulwani, V Le, C Negreanu, E Nouri, M Raza, ...
arXiv preprint arXiv:2310.17306, 2023
22023
Cornet: Learning Table Formatting Rules By Example
M Singh, JC Sánchez, S Gulwani, V Le, C Negreanu, M Raza, ...
Proceedings of the VLDB Endowment 16 (10), 2632-2644, 2023
22023
CORNET: A neurosymbolic approach to learning conditional table formatting rules by example
M Singh, J Cambronero, S Gulwani, V Le, C Negreanu, M Raza, ...
arXiv preprint arXiv:2208.06032, 2022
22022
Assessing GPT4-V on Structured Reasoning Tasks
M Singh, J Cambronero, S Gulwani, V Le, G Verbruggen
arXiv preprint arXiv:2312.11524, 2023
12023
EmFore: Online Learning of Email Folder Classification Rules
M Singh, J Cambronero, S Gulwani, V Le, G Verbruggen
Proceedings of the 32nd ACM International Conference on Information and …, 2023
12023
FLAME: A small language model for spreadsheet formulas
H Joshi, A Ebenezer, J Cambronero, S Gulwani, A Kanade, V Le, ...
arXiv preprint arXiv:2301.13779, 2023
12023
Sandslide: Automatic slideshow normalization
S Bocklandt, G Verbruggen, T Winters
International Conference on Document Analysis and Recognition, 445-461, 2021
12021
SynthLog: A Language for Synthesising Inductive Data Models
Y Dauxais, C Gautrais, A Dries, A Jain, S Kolb, M Kumar, S Teso, ...
Machine Learning and Knowledge Discovery in Databases: International …, 2020
12020
TSTR: Target Similarity Tuning Meets the Real World
A Khatry, S Gulwani, P Gupta, V Le, M Singh, A Singha, G Verbruggen
The 2023 Conference on Empirical Methods in Natural Language Processing, 2023
2023
Cornet: Learning Spreadsheet Formatting Rules by Example
M Singh, JC Sanchez, S Gulwani, V Le, C Negreanu, G Verbruggen
Proceedings of the VLDB Endowment 16 (12), 4058-4061, 2023
2023
Program Synthesis for Automated Data Wrangling
G Verbruggen, L De Raedt
2023
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