Lukas Gosch

According to our database¹, Lukas Gosch authored at least 10 papers between 2021 and 2024.

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

2024

Exact Certification of (Graph) Neural Networks Against Label Poisoning.

[BibT_eX]

[DOI]

Mahalakshmi Sabanayagam

Lukas Gosch

Stephan Günnemann

Debarghya Ghoshdastidar

CoRR, 2024

Relaxing Graph Transformers for Adversarial Attacks.

[BibT_eX]

[DOI]

CoRR, 2024

Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks.

[BibT_eX]

[DOI]

Lukas Gosch

Mahalakshmi Sabanayagam

Debarghya Ghoshdastidar

Stephan Günnemann

CoRR, 2024

2023

Assessing Robustness via Score-Based Adversarial Image Generation.

[BibT_eX]

[DOI]

CoRR, 2023

Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness.

[BibT_eX]

[DOI]

CoRR, 2023

Adversarial Training for Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Training Differentially Private Graph Neural Networks with Random Walk Sampling.

[BibT_eX]

[DOI]

CoRR, 2023

Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Revisiting Robustness in Graph Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

DeepNOG: fast and accurate protein orthologous group assignment.

[BibT_eX]

[DOI]

Bioinform., 2021

Lukas Gosch

Timeline

Legend:

Links

On csauthors.net:

Bibliography

Loading...