Jonas Nlein
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
25
Venues
7
Active years
2022–2025
Best venue rank
A*
Where they publish
Papers
25 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICAART | Grid Cost Allocation in Peer-to-Peer Electricity Markets: Benchmarking Classical and Quantum Optimization Approaches. | David Bucher, Daniel Porawski, Benedikt Wimmer, Jonas Nlein, Corey O'Meara, Giorgio Cortiana, 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 | Swarm Behavior Cloning. | Jonas Nlein, Maximilian Zorn, Philipp Altmann, 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 | 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 |
| 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 | 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 | 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 | QCE | Towards Less Greedy Quantum Coalition Structure Generation in Induced Subgraph Games. | Jonas Nlein, Danille Schuman, David Bucher, Naeimeh Mohseni, Kumar Jang Bahadur Ghosh, Corey O'Meara, Giorgio Cortiana, Claudia Linnhoff-Popien |
| 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 | Solving Max-3SAT Using QUBO Approximation. | Sebastian Zielinski, Jonas Nlein, Michael Klle, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld |
| 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 | VoronoiPatches: Evaluating a New Data Augmentation Method. | Steffen Illium, Gretchen Griffin, Michael Klle, Maximilian Zorn, Jonas Nlein, 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 | ICCS | Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization. | Jonas Nlein, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld |
| 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 |
| 2023 | IJCAI | CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing. | Philipp Altmann, Fabian Ritz, Leonard Feuchtinger, Jonas Nlein, Claudia Linnhoff-Popien, Thomy Phan |
| 2023 | QCE | Mapping Quantum Circuits to Modular Architectures with QUBO. | Medina Bandic, Luise Prielinger, Jonas Nlein, Anabel Ovide, Santiago Rodrigo, Sergi Abadal, Hans van Someren, Gayane Vardoyan, Eduard Alarcn, Carmen G. Almudver, Sebastian Feld |
| 2023 | QCE | Sampling problems on a Quantum Computer. | Maximilian Balthasar Mansky, Jonas Nlein, David Bucher, Danille Schuman, Sebastian Zielinski, Claudia Linnhoff-Popien |
| 2022 | GECCO | Algorithmic QUBO formulations for | Jonas Nlein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld |
| 2022 | ICCBR | Case-Based Inverse Reinforcement Learning Using Temporal Coherence. | Jonas Nlein, Steffen Illium, Robert Mller, Thomas Gabor, Claudia Linnhoff-Popien |