Jonas Nüßlein

56 papers A* 2A 1C 3Misc 5Journal 27Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing Quantum Algorithms for Quadratic Unconstrained Binary Optimization via Integer Programming.
ACM Trans. Quantum Comput.
Friedrich Wagner, Jonas Nüßlein, Frauke Liers
2025 J jnl
Evaluating Quantum Optimization for Dynamic Self-Reliant Community Detection.
IEEE Trans. Smart Grid
David Bucher, Daniel Porawski, Benedikt Wimmer, Jonas Nüßlein, Corey O'Meara, Naeimeh Mohseni, Giorgio Cortiana, Claudia Linnhoff-Popien
2025 — conf
Grid Cost Allocation in Peer-to-Peer Electricity Markets: Benchmarking Classical and Quantum Optimization Approaches.
ICAART (1)
David Bucher, Daniel Porawski, Benedikt Wimmer, Jonas Nüßlein, Corey O'Meara, Giorgio Cortiana, Claudia Linnhoff-Popien
2025 C conf
Learning QUBO Formulations from Data.
I4CS
Jonas Nüßlein, Sebastian Zielinski, Claudia Linnhoff-Popien
2025 — conf
Optimizing Sensor Redundancy in Sequential Decision-Making Problems.
ICAART (1)
Jonas Nüßlein, Maximilian Zorn, Fabian Ritz, Jonas Stein, Gerhard Stenzel, Julian Schönberger, Thomas Gabor, Claudia Linnhoff-Popien
2025 — conf
QMamba: Quantum Selective State Space Models for Text Generation.
ICAART (1)
Gerhard Stenzel, Michael Kölle, Tobias Rohe, Maximilian Balthasar Mansky, Jonas Nüßlein, Thomas Gabor
2025 — conf
Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting.
ICAART (1)
Gerhard Stenzel, Sebastian Zielinski, Michael Kölle, Philipp Altmann, Jonas Nüßlein, Thomas Gabor
2025 — conf
Reducing QUBO Density by Factoring out Semi-Symmetries.
ICAART (1)
Jonas Nüßlein, Leo Sünkel, Jonas Stein, Tobias Rohe, Daniëlle Schuman, Sebastian Feld, Corey O'Meara, Giorgio Cortiana, Claudia Linnhoff-Popien
2025 — conf
Swarm Behavior Cloning.
ICAART (1)
Jonas Nüßlein, Maximilian Zorn, Philipp Altmann, Claudia Linnhoff-Popien
2025 J jnl
Towards Scalable Lottery Ticket Networks using Genetic Algorithms.
CoRR
Julian Schönberger, Maximilian Zorn, Jonas Nüßlein, Thomas Gabor, Philipp Altmann
2024 — conf
Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization.
ICAART (Revised Selected Paper, 1)
Michael Kölle, Karola Schneider, Sabrina Egger, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien
2024 J jnl
Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization.
CoRR
Michael Kölle, Karola Schneider, Sabrina Egger, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien
2024 — conf
Benchmarking Quantum Surrogate Models on Scarce and Noisy Data.
ICAART (3)
Jonas Stein, Michael Poppel, Philip Adamczyk, Ramona Fabry, Zixin Wu, Michael Kölle, Jonas Nüßlein, Daniëlle Schuman, Philipp Altmann, Thomas Ehmer, Vijay Narasimhan, Claudia Linnhoff-Popien
2024 — conf
ClusterComm: Discrete Communication in Decentralized MARL Using Internal Representation Clustering.
ICAART (1)
Robert Müller, Hasan Turalic, Thomy Phan, Michael Kölle, Jonas Nüßlein, Claudia Linnhoff-Popien
2024 J jnl
ClusterComm: Discrete Communication in Decentralized MARL using Internal Representation Clustering.
CoRR
Robert Müller, Hasan Turalic, Thomy Phan, Michael Kölle, Jonas Nüßlein, Claudia Linnhoff-Popien
2024 J jnl
Emergent cooperation from mutual acknowledgment exchange in multi-agent reinforcement learning.
Auton. Agents Multi Agent Syst.
Thomy Phan, Felix Sommer, Fabian Ritz, Philipp Altmann, Jonas Nüßlein, Michael Kölle, Lenz Belzner, Claudia Linnhoff-Popien
2024 — conf
Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection.
ICAART (2)
Jonas Stein, Daniëlle Schuman, Magdalena Benkard, Thomas Holger, Wanja Sajko, Michael Kölle, Jonas Nüßlein, Leo Sünkel, Olivier Salomon, Claudia Linnhoff-Popien
2024 — conf
Multi-Agent Quantum Reinforcement Learning Using Evolutionary Optimization.
ICAART (1)
Michael Kölle, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien
2024 J jnl
Optimizing Sensor Redundancy in Sequential Decision-Making Problems.
CoRR
Jonas Nüßlein, Maximilian Zorn, Fabian Ritz, Jonas Stein, Gerhard Stenzel, Julian Schönberger, Thomas Gabor, Claudia Linnhoff-Popien
2024 J jnl
Q-GRID: Quantum Optimization for the Future Energy Grid.
Künstliche Intell.
Jonas Blenninger, David Bucher, Giorgio Cortiana, Kumar Jang Bahadur Ghosh, Naeimeh Mohseni, Jonas Nüßlein, Corey O'Meara, Daniel Porawski, Benedikt Wimmer
2024 J jnl
Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting.
CoRR
Gerhard Stenzel, Sebastian Zielinski, Michael Kölle, Philipp Altmann, Jonas Nüßlein, Thomas Gabor
2024 C conf
SATQUBOLIB: A Python Framework for Creating and Benchmarking (Max-)3SAT QUBOs.
I4CS
Sebastian Zielinski, Magdalena Benkard, Jonas Nüßlein, Claudia Linnhoff-Popien, Sebastian Feld
2024 Misc conf
Solving Max-3SAT Using QUBO Approximation.
QCE
Sebastian Zielinski, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2024 J jnl
Swarm Behavior Cloning.
CoRR
Jonas Nüßlein, Maximilian Zorn, Philipp Altmann, Claudia Linnhoff-Popien
2024 Misc conf
The Questionable Influence of Entanglement in Quantum Optimisation Algorithms.
QCE
Tobias Rohe, Daniëlle Schuman, Jonas Nüßlein, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
2024 J jnl
The Questionable Influence of Entanglement in Quantum Optimisation Algorithms.
CoRR
Tobias Rohe, Daniëlle Schuman, Jonas Nüßlein, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
2024 Misc conf
Towards Less Greedy Quantum Coalition Structure Generation in Induced Subgraph Games.
QCE
Jonas Nüßlein, Daniëlle Schuman, David Bucher, Naeimeh Mohseni, Kumar Jang Bahadur Ghosh, Corey O'Meara, Giorgio Cortiana, Claudia Linnhoff-Popien
2024 J jnl
Towards Less Greedy Quantum Coalition Structure Generation in Induced Subgraph Games.
CoRR
Jonas Nüßlein, Daniëlle Schuman, David Bucher, Naeimeh Mohseni, Kumar Jang Bahadur Ghosh, Corey O'Meara, Giorgio Cortiana, Claudia Linnhoff-Popien
2023 A* conf
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability.
ICML
Thomy Phan, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien
2023 A conf
Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty.
AAMAS
Thomy Phan, Fabian Ritz, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien
2023 J jnl
Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty.
CoRR
Thomy Phan, Fabian Ritz, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien
2023 — conf
Black Box Optimization Using QUBO and the Cross Entropy Method.
ICCS (5)
Jonas Nüßlein, Christoph Roch, Thomas Gabor, Jonas Stein, Claudia Linnhoff-Popien, Sebastian Feld
2023 A* conf
CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing.
IJCAI
Philipp Altmann, Fabian Ritz, Leonard Feuchtinger, Jonas Nüßlein, Claudia Linnhoff-Popien, Thomy Phan
2023 J jnl
CROP: Towards Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation Processing.
CoRR
Philipp Altmann, Fabian Ritz, Leonard Feuchtinger, Jonas Nüßlein, Claudia Linnhoff-Popien, Thomy Phan
2023 — conf
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA.
GECCO Companion
Jonas Stein, Farbod Chamanian, Maximilian Zorn, Jonas Nüßlein, Sebastian Zielinski, Michael Kölle, Claudia Linnhoff-Popien
2023 J jnl
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA.
CoRR
Jonas Stein, Farbod Chamanian, Maximilian Zorn, Jonas Nüßlein, Sebastian Zielinski, Michael Kölle, Claudia Linnhoff-Popien
2023 J jnl
Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection.
CoRR
Jonas Stein, Daniëlle Schuman, Magdalena Benkard, Thomas Holger, Wanja Sajko, Michael Kölle, Jonas Nüßlein, Leo Sünkel, Olivier Salomon, Claudia Linnhoff-Popien
2023 — conf
Improving Primate Sounds Classification Using Binary Presorting for Deep Learning.
DeLTA
Michael Kölle, Steffen Illium, Maximilian Zorn, Jonas Nüßlein, Patrick Suchostawski, Claudia Linnhoff-Popien
2023 J jnl
Improving Primate Sounds Classification using Binary Presorting for Deep Learning.
CoRR
Michael Kölle, Steffen Illium, Maximilian Zorn, Jonas Nüßlein, Patrick Suchostawski, Claudia Linnhoff-Popien
2023 — conf
Influence of Different 3SAT-to-QUBO Transformations on the Solution Quality of Quantum Annealing: A Benchmark Study.
GECCO Companion
Sebastian Zielinski, Jonas Nüßlein, Jonas Stein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2023 Misc conf
Mapping Quantum Circuits to Modular Architectures with QUBO.
QCE
Medina Bandic, Luise Prielinger, Jonas Nüßlein, Anabel Ovide, Santiago Rodrigo, Sergi Abadal, Hans van Someren, Gayane Vardoyan, Eduard Alarcón, Carmen G. Almudéver, Sebastian Feld
2023 J jnl
Mapping quantum circuits to modular architectures with QUBO.
CoRR
Medina Bandic, Luise Prielinger, Jonas Nüßlein, Anabel Ovide, Santiago Rodrigo, Sergi Abadal, Hans van Someren, Gayane Vardoyan, Eduard Alarcón, Carmen G. Almudéver, Sebastian Feld
2023 J jnl
Multi-Agent Quantum Reinforcement Learning using Evolutionary Optimization.
CoRR
Michael Kölle, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien
2023 J jnl
Quantum Surrogate Modeling for Chemical and Pharmaceutical Development.
CoRR
Jonas Stein, Michael Poppel, Philip Adamczyk, Ramona Fabry, Zixin Wu, Michael Kölle, Jonas Nüßlein, Daniëlle Schuman, Philipp Altmann, Thomas Ehmer, Vijay Narasimhan, Claudia Linnhoff-Popien
2023 Misc conf
Sampling problems on a Quantum Computer.
QCE
Maximilian Balthasar Mansky, Jonas Nüßlein, David Bucher, Daniëlle Schuman, Sebastian Zielinski, Claudia Linnhoff-Popien
2023 — conf
Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization.
ICCS (5)
Jonas Nüßlein, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2023 J jnl
Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization.
CoRR
Jonas Nüßlein, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2023 J jnl
The Effect of Penalty Factors of Constrained Hamiltonians on the Eigenspectrum in Quantum Annealing.
ACM Trans. Quantum Comput.
Christoph Roch, Daniel Ratke, Jonas Nüßlein, Thomas Gabor, Sebastian Feld
2023 — conf
VoronoiPatches: Evaluating a New Data Augmentation Method.
ICAART (3)
Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien
2022 J jnl
Algorithmic QUBO Formulations for k-SAT and Hamiltonian Cycles.
CoRR
Jonas Nüßlein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2022 — conf
Algorithmic QUBO formulations for
GECCO Companion
Jonas Nüßlein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2022 J jnl
Black Box Optimization Using QUBO and the Cross Entropy Method.
CoRR
Jonas Nüßlein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2022 C conf
Case-Based Inverse Reinforcement Learning Using Temporal Coherence.
ICCBR
Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
2022 J jnl
Case-Based Inverse Reinforcement Learning Using Temporal Coherence.
CoRR
Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
2022 J jnl
VoronoiPatches: Evaluating A New Data Augmentation Method.
CoRR
Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien
2019 J jnl
Most Frequent Itemset Optimization.
CoRR
Jonas Nüßlein