Michael Klle
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
49
Venues
8
Active years
2020–2026
Best venue rank
A*
Where they publish
Papers
49 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ICAART | Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits. | Michael Klle, Leonhard Klingert, Julian Schnberger, Philipp Altmann, Tobias Rohe, Claudia Linnhoff-Popien |
| 2026 | ICAART | Quantum Architecture Search for Solving Quantum Machine Learning Tasks. | Michael Klle, Simon Salfer, Tobias Rohe, Philipp Altmann, Claudia Linnhoff-Popien |
| 2026 | ICAART | Quantum King-Ring Domination in Chess: A QAOA Approach. | Gerhard Stenzel, Michael Klle, Tobias Rohe, Julian Hager, Leo Snkel, Maximilian Zorn, Claudia Linnhoff-Popien |
| 2026 | ICAART | Reinforcement Learning for Parameterized Quantum State Preparation: A Comparative Study. | Gerhard Stenzel, Michael Klle, Tobias Rohe, Leo Snkel, Julian Hager, Claudia Linnhoff-Popien |
| 2026 | ICAART | Illustration of Barren Plateaus in Quantum Computing. | Gerhard Stenzel, Tobias Rohe, Michael Klle, Leo Snkel, Jonas Stein, Claudia Linnhoff-Popien |
| 2025 | GECCO | Evaluating Mutation Techniques in Genetic-Algorithm-Based Quantum Circuit Synthesis. | Michael Klle, Tom Bintener, Maximilian Zorn, Gerhard Stenzel, Leo Snkel, Thomas Gabor, Claudia Linnhoff-Popien |
| 2025 | GECCO | A General Genetic Algorithm Using Natural Language Evolutionary Operators. | Gerhard Stenzel, Sarah Gerner, Michael Klle, Maximilian Zorn, Thomas Gabor |
| 2025 | GECCO | Quantum Circuit Construction and Optimization through Hybrid Evolutionary Algorithms. | Leo Snkel, Philipp Altmann, Michael Klle, Gerhard Stenzel, Thomas Gabor, Claudia Linnhoff-Popien |
| 2025 | ICAART | PIMAEX: Multi-Agent Exploration Through Peer Incentivization. | Michael Klle, Johannes Tochtermann, Julian Schnberger, Gerhard Stenzel, Philipp Altmann, Claudia Linnhoff-Popien |
| 2025 | ICAART | MEDIATE: Mutually Endorsed Distributed Incentive Acknowledgment Token Exchange. | Philipp Altmann, Katharina Winter, Michael Klle, Maximilian Zorn, Claudia Linnhoff-Popien |
| 2025 | ICAART | Optimization of Link Configuration for Satellite Communication Using Reinforcement Learning. | Tobias Rohe, Michael Klle, Jan Matheis, Rdiger Hpfl, Leo Snkel, 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 | ICAART | Investigating Parameter-Efficiency of Hybrid QuGANs Based on Geometric Properties of Generated Sea Route Graphs. | Tobias Rohe, Florian Burger, Michael Klle, Sebastian Wlckert, Maximilian Zorn, Claudia Linnhoff-Popien |
| 2025 | ICAART | QMamba: Quantum Selective State Space Models for Text Generation. | Gerhard Stenzel, Michael Klle, Tobias Rohe, Maximilian Balthasar Mansky, Jonas Nlein, Thomas Gabor |
| 2025 | ICAART | Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting. | Gerhard Stenzel, Sebastian Zielinski, Michael Klle, Philipp Altmann, Jonas Nlein, Thomas Gabor |
| 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 |
| 2024 | ICAART | Towards Efficient Quantum Anomaly Detection: One-Class SVMs Using Variable Subsampling and Randomized Measurements. | Michael Klle, Afrae Ahouzi, Pascal Debus, Robert Mller, Danille Schuman, Claudia Linnhoff-Popien |
| 2024 | ICAART | Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms. | Michael Klle, Yannick Erpelding, Fabian Ritz, Thomy Phan, Steffen Illium, Claudia Linnhoff-Popien |
| 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 | Multi-Agent Quantum Reinforcement Learning Using Evolutionary Optimization. | Michael Klle, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nlein, 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 | Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization. | Michael Klle, Karola Schneider, Sabrina Egger, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nlein, Claudia Linnhoff-Popien |
| 2024 | ICAART | ClusterComm: Discrete Communication in Decentralized MARL Using Internal Representation Clustering. | Robert Mller, Hasan Turalic, Thomy Phan, Michael Klle, Jonas Nlein, 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 | ICAART | Quantum Federated Learning for Image Classification. | Leo Snkel, Philipp Altmann, Michael Klle, Thomas Gabor |
| 2024 | ICCS | Towards Federated Learning on the Quantum Internet. | Leo Snkel, Michael Klle, Tobias Rohe, Thomas Gabor |
| 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 | Optimizing Variational Quantum Circuits Using Metaheuristic Strategies in Reinforcement Learning. | Michael Klle, Daniel Seidl, Maximilian Zorn, Philipp Altmann, Jonas Stein, Thomas Gabor |
| 2024 | QCE | On the Quantum Impact in Hybrid Classical-Quantum Transfer Learning. | Leo Snkel, Philipp Altmann, Michael Klle, Thomas Gabor |
| 2024 | QCE | Solving Max-3SAT Using QUBO Approximation. | Sebastian Zielinski, Jonas Nlein, Michael Klle, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld |
| 2024 | QCE | Cohesive Quantum Circuit Layer Construction with Reinforcement Learning. | Maximilian Zorn, Jonas Stein, Philipp Altmann, Michael Klle, Claudia Linnhoff-Popien, Thomas Gabor |
| 2024 | VECoS | SEGym: Optimizing Large Language Model Assisted Software Engineering Agents with Reinforcement Learning. | Gerhard Stenzel, Kyrill Schmid, Michael Klle, Philipp Altmann, Marian Lingsch Rosenfeld, Maximilian Zorn, Tim Bcher, Thomas Gabor, Martin Wirsing, Lenz Belzner |
| 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 | ICAART | VoronoiPatches: Evaluating a New Data Augmentation Method. | Steffen Illium, Gretchen Griffin, Michael Klle, Maximilian Zorn, Jonas Nlein, 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 | ICAART | Compression of GPS Trajectories Using Autoencoders. | Michael Klle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien |
| 2023 | ICAART | Learning to Participate Through Trading of Reward Shares. | Michael Klle, Tim Matheis, Philipp Altmann, Kyrill Schmid |
| 2023 | ICML | Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability. | Thomy Phan, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Nlein, Michael Klle, Thomas Gabor, Claudia Linnhoff-Popien |
| 2022 | ICAART | Quantifying Multimodality in World Models. | Andreas Sedlmeier, Michael Klle, Robert Mller, Leo Baudrexel, Claudia Linnhoff-Popien |
| 2020 | ICPR | Remembering Both the Machine and the Crowd When Sampling Points: Active Learning for Semantic Segmentation of ALS Point Clouds. | Michael Klle, Volker Walter, Stefan Schmohl, Uwe Soergel |
| 2020 | ICPR | Towards Urban Tree Recognition in Airborne Point Clouds with Deep 3D Single-Shot Detectors. | Stefan Schmohl, Michael Klle, Rudolf Frolow, Uwe Soergel |