Aleksei Kuvshinov

According to our database, Aleksei Kuvshinov authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Investigating the Robustness of Retrieval-Augmented Generation at the Query Level.

Sezen Perçin, Xin Su, Syed Sha Qutub, Phillip Howard, Aleksei Kuvshinov, Leo Schwinn, Kay-Ulrich Scholl

CoRR, July, 2025

2024

Extracting Unlearned Information from LLMs with Activation Steering.

Atakan Seyitoglu, Aleksei Kuvshinov, Leo Schwinn, Stephan Günnemann

CoRR, 2024

2022

Robustness verification of ReLU networks via quadratic programming.

Aleksei Kuvshinov, Stephan Günnemann

Mach. Learn., 2022

Intriguing Properties of Input-Dependent Randomized Smoothing.

Peter Súkeník, Aleksei Kuvshinov, Stephan Günnemann

Proceedings of the International Conference on Machine Learning, 2022

Domain Reconstruction for UWB Car Key Localization Using Generative Adversarial Networks.

Aleksei Kuvshinov, Daniel Knobloch, Daniel Külzer, Elen Vardanyan, Stephan Günnemann

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Completing the Picture: Randomized Smoothing Suffers from the Curse of Dimensionality for a Large Family of Distributions.

Yihan Wu, Aleksandar Bojchevski, Aleksei Kuvshinov, Stephan Günnemann

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021