Stefan Balauca

According to our database, Stefan Balauca authored at least 8 papers between 2022 and 2025.

Collaborative distances:

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

2025

Practical Hybrid Quantum Language Models with Observable Readout on Real Hardware.

Stefan Balauca, Ada-Astrid Balauca, Adrian Iftene

CoRR, December, 2025

Gaussian Loss Smoothing Enables Certified Training with Tight Convex Relaxations.

Stefan Balauca, Mark Niklas Müller, Yuhao Mao, Maximilian Baader, Marc Fischer, Martin T. Vechev

Trans. Mach. Learn. Res., 2025

MixAT: Combining Continuous and Discrete Adversarial Training for LLMs.

Csaba Dékány, Stefan Balauca, Dimitar I. Dimitrov, Robin Staab, Martin T. Vechev

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

CTBench: A Library and Benchmark for Certified Training.

Yuhao Mao, Stefan Balauca, Martin T. Vechev

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Understanding Museum Exhibits using Vision-Language Reasoning.

Ada-Astrid Balauca, Sanjana Garai, Stefan Balauca, Rasesh Udayakumar Shetty, Naitik Agrawal, Dhwanil Subhashbhai Shah, Yuqian Fu, Xi Wang, Kristina Toutanova, Danda Pani Paudel, Luc Van Gool

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

Understanding the World's Museums through Vision-Language Reasoning.

Ada-Astrid Balauca, Sanjana Garai, Stefan Balauca, Rasesh Udayakumar Shetty, Naitik Agrawal, Dhwanil Subhashbhai Shah, Yuqian Fu, Xi Wang, Kristina Toutanova, Danda Pani Paudel, Luc Van Gool

CoRR, 2024

Overcoming the Paradox of Certified Training with Gaussian Smoothing.

Stefan Balauca, Mark Niklas Müller, Yuhao Mao, Maximilian Baader, Marc Fischer, Martin T. Vechev

CoRR, 2024

2022

Efficient Constructions for Simulating Multi Controlled Quantum Gates.

Stefan Balauca, Andreea Arusoaie

Proceedings of the Computational Science - ICCS 2022, 2022