Guillaume Lachaud

Orcid: 0000-0003-1638-5905

According to our database1, Guillaume Lachaud authored at least 8 papers between 2021 and 2026.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
LakeAgents: An LLM-Based Multi-Agent Framework for Tabular Data Augmentation.
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2026

2025
Graph Transformers for Query Plan Representation: Potentials and Challenges.
Proc. VLDB Endow., September, 2025

2023
Extensions and Applications of Graph Neural Networks. (Extensions et applications des réseaux de neurones de graphes).
PhD thesis, 2023

Scalable Missing Data Imputation With Graph Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Patch Selection for Melanoma Classification.
Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022

Comparison between Inductive and Transductive Learning in a Real Citation Network using Graph Neural Networks.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

Graph Neural Networks-Based Multilabel Classification of Citation Network.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

2021
Entropy Role on Patch-Based Binary Classification for Skin Melanoma.
Proceedings of the Advances in Computational Collective Intelligence, 2021


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