Tobias Rohe

According to our database, Tobias Rohe authored at least 23 papers between 2023 and 2026.

Collaborative distances:

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

2026

Reinforcement Learning for Parameterized Quantum State Preparation: A Comparative Study.

Gerhard Stenzel, Isabella Debelic, Michael Kölle, Tobias Rohe, Leo Sünkel, Julian Hager, Claudia Linnhoff-Popien

CoRR, February, 2026

Illustration of Barren Plateaus in Quantum Computing.

Gerhard Stenzel, Tobias Rohe, Michael Kölle, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

Reinforcement Learning for Parameterized Quantum State Preparation: A Comparative Study.

Gerhard Stenzel, Michael Kölle, Tobias Rohe, Leo Sünkel, Julian Hager, Claudia Linnhoff-Popien

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

Quantum King-Ring Domination in Chess: A QAOA Approach.

Gerhard Stenzel, Michael Kölle, Tobias Rohe, Julian Hager, Leo Sünkel, Maximilian Zorn, Claudia Linnhoff-Popien

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

Topology-Guided Quantum GANs for Constrained Graph Generation.

Tobias Rohe, Markus Baumann, Michael Poppel, Gerhard Stenzel, Maximilian Zorn, Claudia Linnhoff-Popien

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

Quantum Architecture Search for Solving Quantum Machine Learning Tasks.

Michael Kölle, Simon Salfer, Tobias Rohe, Philipp Altmann, Claudia Linnhoff-Popien

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits.

Michael Kölle, Leonhard Klingert, Julian Schönberger, Philipp Altmann, Tobias Rohe, Claudia Linnhoff-Popien

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

2025

Quantum Boltzmann Machines Using Parallel Annealing for Medical Image Classification.

Daniëlle Schuman, Mark V. Seebode, Tobias Rohe, Maximilian Balthasar Mansky, Michael Schroedl-Baumann, Jonas Stein, Claudia Linnhoff-Popien, Florian Krellner

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

Solving Graph Problems Using Permutation-Invariant Quantum Machine Learning.

Maximilian Balthasar Mansky, Tobias Rohe, Gerhard Stenzel, Leo Sünkel, Alejandro Bravo de la Serna, Santiago Londoño Castillo, Gautham Sathish, Dimitra Nikolaidou, Dmytro Bondarenko, Linus Menzel, Claudia Linnhoff-Popien

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

Clique Detection Using Symmetry-Restricted Quantum Circuits.

Maximilian Balthasar Mansky, Tobias Rohe, Jonas Stein, Dmytro Bondarenko, Linus Menzel, Claudia Linnhoff-Popien

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

Accelerated VQE: Parameter Recycling for Similar Recurring Problem Instances.

Tobias Rohe, Maximilian Balthasar Mansky, Michael Kölle, Jonas Stein, Leo Sünkel, Claudia Linnhoff-Popien

Proceedings of the Innovations for Community Services - 25th International Conference, 2025

QMamba: Quantum Selective State Space Models for Text Generation.

Gerhard Stenzel, Michael Kölle, Tobias Rohe, Maximilian Balthasar Mansky, Jonas Nüßlein, Thomas Gabor

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

Investigating Parameter-Efficiency of Hybrid QuGANs Based on Geometric Properties of Generated Sea Route Graphs.

Tobias Rohe, Florian Burger, Michael Kölle, Sebastian Wölckert, Maximilian Zorn, Claudia Linnhoff-Popien

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data.

Tobias Rohe, Barbara Böhm, Michael Kölle, Jonas Stein, Robert Müller, Claudia Linnhoff-Popien

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

Optimization of Link Configuration for Satellite Communication Using Reinforcement Learning.

Tobias Rohe, Michael Kölle, Jan Matheis, Rüdiger Höpfl, Leo Sünkel, Claudia Linnhoff-Popien

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

Reducing QUBO Density by Factoring out Semi-Symmetries.

Jonas Nüßlein, Leo Sünkel, Jonas Stein, Tobias Rohe, Daniëlle Schuman, Sebastian Feld, Corey O'Meara, Giorgio Cortiana, Claudia Linnhoff-Popien

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

From Problem to Solution: A General Pipeline to Solve Optimisation Problems on Quantum Hardware.

Tobias Rohe, Simon Grätz, Michael Kölle, Sebastian Zielinski, Jonas Stein, Claudia Linnhoff-Popien

Proceedings of the Advances in Information and Communication, 2025

2024

A Study on Optimization Techniques for Variational Quantum Circuits in Reinforcement Learning.

Michael Kölle, Timo Witter, Tobias Rohe, Gerhard Stenzel, Philipp Altmann, Thomas Gabor

Proceedings of the IEEE International Conference on Quantum Software, 2024

The Questionable Influence of Entanglement in Quantum Optimisation Algorithms.

Tobias Rohe, Daniëlle Schuman, Jonas Nüßlein, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

Towards Federated Learning on the Quantum Internet.

Leo Sünkel, Michael Kölle, Tobias Rohe, Thomas Gabor

Proceedings of the Computational Science - ICCS 2024, 2024

Introducing Reduced-Width QNNs, an AI-Inspired Ansatz Design Pattern.

Jonas Stein, Tobias Rohe, Francesco Nappi, Julian Hager, David Bucher, Maximilian Zorn, Michael Kölle, Claudia Linnhoff-Popien

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023

Introducing Reducing-Width-QNNs, an AI-inspired Ansatz design pattern.

Jonas Stein, Tobias Rohe, Francesco Nappi, Julian Hager, David Bucher, Maximilian Zorn, Michael Kölle, Claudia Linnhoff-Popien

CoRR, 2023

Weight Re-mapping for Variational Quantum Algorithms.

Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Tobias Rohe, Robert Müller, Claudia Linnhoff-Popien

Proceedings of the Agents and Artificial Intelligence - 15th International Conference, 2023