Jonas Stein
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
38
Venues
5
Active years
2022–2026
Best venue rank
A*
Where they publish
Papers
38 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ICAART | Illustration of Barren Plateaus in Quantum Computing. | Gerhard Stenzel, Tobias Rohe, Michael Klle, Leo Snkel, Jonas Stein, Claudia Linnhoff-Popien |
| 2025 | ICAART | Reducing QUBO Density by Factoring out Semi-Symmetries. | Jonas Nlein, Leo Snkel, Jonas Stein, Tobias Rohe, Danille Schuman, Sebastian Feld, Corey O'Meara, Giorgio Cortiana, Claudia Linnhoff-Popien |
| 2025 | ICAART | Optimizing Sensor Redundancy in Sequential Decision-Making Problems. | Jonas Nlein, Maximilian Zorn, Fabian Ritz, Jonas Stein, Gerhard Stenzel, Julian Schnberger, Thomas Gabor, Claudia Linnhoff-Popien |
| 2025 | ICAART | Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data. | Tobias Rohe, Barbara Bhm, Michael Klle, Jonas Stein, Robert Mller, Claudia Linnhoff-Popien |
| 2025 | ICAPS | Quality Diversity for Variational Quantum Circuit Optimization. | Maximilian Zorn, Jonas Stein, Maximilian Balthasar Mansky, Philipp Altmann, Michael Klle, Claudia Linnhoff-Popien |
| 2025 | ICCS | Evaluating Parameter-Based Training Performance of Neural Networks and Variational Quantum Circuits. | Michael Klle, Alexander Feist, Jonas Stein, Sebastian Wlckert, Claudia Linnhoff-Popien |
| 2025 | QCE | Efficient QAOA Architecture for Solving Multi-Constrained Optimization Problems. | David Bucher, Daniel Porawski, Maximilian Janetschek, Jonas Stein, Corey O'Meara, Giorgio Cortiana, Claudia Linnhoff-Popien |
| 2025 | QCE | From Classical Data to Quantum Advantage - Quantum Policy Evaluation on Quantum Hardware. | Daniel Hein, Simon Wiedemann, Markus Baumann, Patrik Felbinger, Justin Klein, Maximilian Schieder, Jonas Stein, Danille Schuman, Thomas Cope, Steffen Udluft |
| 2025 | QCE | Quantum Annealing Hyperparameter Analysis for Optimal Sensor Placement in Production Environments. | Nico Kraus, Marvin Erdmann, Alexander Kuzmany, Daniel Porawski, Jonas Stein |
| 2025 | QCE | Clique Detection Using Symmetry-Restricted Quantum Circuits. | Maximilian Balthasar Mansky, Tobias Rohe, Jonas Stein, Dmytro Bondarenko, Linus Menzel, Claudia Linnhoff-Popien |
| 2025 | QCE | Quantum Boltzmann Machines Using Parallel Annealing for Medical Image Classification. | Danille Schuman, Mark V. Seebode, Tobias Rohe, Maximilian Balthasar Mansky, Michael Schroedl-Baumann, Jonas Stein, Claudia Linnhoff-Popien, Florian Krellner |
| 2025 | QCE | Time-Aware Qubit Assignment and Circuit Optimization for Distributed Quantum Computing. | Leo Snkel, Jonas Stein, Maximilian Zorn, Thomas Gabor, Claudia Linnhoff-Popien |
| 2024 | GECCO | Solving the Turbine Balancing Problem using Quantum Annealing. | Arnold Unterauer, David Bucher, Matthias Knoll, Constantin Economides, Michael Lachner, Thomas Germain, Moritz Kessel, Smajo Hajdinovic, Jonas Stein |
| 2024 | ICAART | Quantum Advantage Actor-Critic for Reinforcement Learning. | Michael Klle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien |
| 2024 | ICAART | Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures. | Michael Klle, Jonas Maurer, Philipp Altmann, Leo Snkel, Jonas Stein, Claudia Linnhoff-Popien |
| 2024 | ICAART | Benchmarking Quantum Surrogate Models on Scarce and Noisy Data. | Jonas Stein, Michael Poppel, Philip Adamczyk, Ramona Fabry, Zixin Wu, Michael Klle, Jonas Nlein, Danille Schuman, Philipp Altmann, Thomas Ehmer, Vijay Narasimhan, Claudia Linnhoff-Popien |
| 2024 | ICAART | Introducing Reduced-Width QNNs, an AI-Inspired Ansatz Design Pattern. | Jonas Stein, Tobias Rohe, Francesco Nappi, Julian Hager, David Bucher, Maximilian Zorn, Michael Klle, Claudia Linnhoff-Popien |
| 2024 | ICAART | Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly. | Jonas Stein, Navid Roshani, Maximilian Zorn, Philipp Altmann, Michael Klle, Claudia Linnhoff-Popien |
| 2024 | ICAART | A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis. | Michael Klle, Tom Schubert, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien |
| 2024 | ICAART | Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection. | Jonas Stein, Danille Schuman, Magdalena Benkard, Thomas Holger, Wanja Sajko, Michael Klle, Jonas Nlein, Leo Snkel, Olivier Salomon, Claudia Linnhoff-Popien |
| 2024 | ICAART | Quantum Transfer Learning: The Impact of Classical Preprocessing. | Michael Klle, Jonas Maurer, Philipp Altmann, Leo Snkel, Jonas Stein, Julian Hager, Sebastian Zielinski, Claudia Linnhoff-Popien |
| 2024 | ICAART | Sequential Hamiltonian Assembly: Enhancing the Training of Combinatorial Optimization Problems on Quantum Computers. | Navid Roshani, Jonas Stein, Maximilian Zorn, Michael Klle, Philipp Altmann, Claudia Linnhoff-Popien |
| 2024 | QCE | Challenges for Reinforcement Learning in Quantum Circuit Design. | Philipp Altmann, Jonas Stein, Michael Klle, Adelina Brligea, Maximilian Zorn, Thomas Gabor, Thomy Phan, Sebastian Feld, Claudia Linnhoff-Popien |
| 2024 | QCE | Towards Robust Benchmarking of Quantum Optimization Algorithms. | David Bucher, Nico Kraus, Jonas Blenninger, Michael Lachner, Jonas Stein, Claudia Linnhoff-Popien |
| 2024 | QCE | Optimizing Variational Quantum Circuits Using Metaheuristic Strategies in Reinforcement Learning. | Michael Klle, Daniel Seidl, Maximilian Zorn, Philipp Altmann, Jonas Stein, Thomas Gabor |
| 2024 | QCE | The Questionable Influence of Entanglement in Quantum Optimisation Algorithms. | Tobias Rohe, Danille Schuman, Jonas Nlein, Leo Snkel, Jonas Stein, Claudia Linnhoff-Popien |
| 2024 | QCE | CUAOA: A Novel CUDA-Accelerated Simulation Framework for the QAOA. | Jonas Stein, Jonas Blenninger, David Bucher, Josef Peter Eder, Elif etiner, Maximilian Zorn, Claudia Linnhoff-Popien |
| 2024 | QCE | Cohesive Quantum Circuit Layer Construction with Reinforcement Learning. | Maximilian Zorn, Jonas Stein, Philipp Altmann, Michael Klle, Claudia Linnhoff-Popien, Thomas Gabor |
| 2023 | GECCO | Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA. | Jonas Stein, Farbod Chamanian, Maximilian Zorn, Jonas Nlein, Sebastian Zielinski, Michael Klle, Claudia Linnhoff-Popien |
| 2023 | GECCO | Influence of Different 3SAT-to-QUBO Transformations on the Solution Quality of Quantum Annealing: A Benchmark Study. | Sebastian Zielinski, Jonas Nlein, Jonas Stein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld |
| 2023 | ICAART | SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training. | Philipp Altmann, Leo Snkel, Jonas Stein, Tobias Mller, Christoph Roch, Claudia Linnhoff-Popien |
| 2023 | ICAART | Improving Convergence for Quantum Variational Classifiers Using Weight Re-Mapping. | Michael Klle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Claudia Linnhoff-Popien |
| 2023 | ICAART | Weight Re-mapping for Variational Quantum Algorithms. | Michael Klle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Tobias Rohe, Robert Mller, Claudia Linnhoff-Popien |
| 2023 | ICCS | Black Box Optimization Using QUBO and the Cross Entropy Method. | Jonas Nlein, Christoph Roch, Thomas Gabor, Jonas Stein, Claudia Linnhoff-Popien, Sebastian Feld |
| 2023 | QCE | Towards Transfer Learning for Large-Scale Image Classification Using Annealing-Based Quantum Boltzmann Machines. | Danille Schuman, Leo Snkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien |
| 2023 | QCE | Applying QNLP to Sentiment Analysis in Finance. | Jonas Stein, Ivo Christ, Nicolas Kraus, Maximilian Balthasar Mansky, Robert Mller, Claudia Linnhoff-Popien |
| 2023 | QCE | Approximative Lookup-Tables and Arbitrary Function Rotations for Facilitating NISQ-Implementations of the HHL and Beyond. | Petros Stougiannidis, Jonas Stein, David Bucher, Sebastian Zielinski, Claudia Linnhoff-Popien, Sebastian Feld |
| 2022 | GECCO | Modifying the quantum-assisted genetic algorithm. | Thomas Gabor, Michael Lachner, Nico Kraus, Christoph Roch, Jonas Stein, Daniel Ratke, Claudia Linnhoff-Popien |