Enhancing Quantum Algorithms for Quadratic Unconstrained Binary Optimization via Integer Programming.

Jonas Nüßlein

Friedrich Wagner Jonas Nüßlein Frauke Liers Enhancing Quantum Algorithms for Quadratic Unconstrained Binary Optimization via Integer Programming. 12:1-12:28 2025 June 6 ACM Trans. Quantum Comput. 2 https://doi.org/10.1145/3711935 db/journals/tqc/tqc6.html#WagnerNL25 streams/journals/tqc

David Bucher Daniel Porawski Benedikt Wimmer Jonas Nüßlein Corey O'Meara Naeimeh Mohseni Giorgio Cortiana Claudia Linnhoff-Popien Evaluating Quantum Optimization for Dynamic Self-Reliant Community Detection. 1339-1350 2025 March 16 IEEE Trans. Smart Grid 2 https://doi.org/10.1109/TSG.2024.3483657 db/journals/tsg/tsg16.html#BucherPWNOMCL25 streams/journals/tsg

Jonas Nüßlein Maximilian Zorn Philipp Altmann Claudia Linnhoff-Popien Swarm Behavior Cloning. 23-32 2025 ICAART (1) https://doi.org/10.5220/0013086600003890 conf/icaart/2025-1 db/conf/icaart/icaart2025-1.html#NussleinZAL25 Jonas Nüßlein Maximilian Zorn Fabian Ritz Jonas Stein 0001 Gerhard Stenzel Julian Schönberger Thomas Gabor Claudia Linnhoff-Popien Optimizing Sensor Redundancy in Sequential Decision-Making Problems. 245-252 2025 ICAART (1) https://doi.org/10.5220/0013086700003890 conf/icaart/2025-1 db/conf/icaart/icaart2025-1.html#NussleinZR0SSGL25 Gerhard Stenzel Sebastian Zielinski Michael Kölle 0001 Philipp Altmann Jonas Nüßlein Thomas Gabor Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting. 715-723 2025 ICAART (1) https://doi.org/10.5220/0013343500003890 conf/icaart/2025-1 db/conf/icaart/icaart2025-1.html#StenzelZ0ANG25 Gerhard Stenzel Michael Kölle 0001 Tobias Rohe Maximilian Balthasar Mansky Jonas Nüßlein Thomas Gabor QMamba: Quantum Selective State Space Models for Text Generation. 742-750 2025 ICAART (1) https://doi.org/10.5220/0013378300003890 conf/icaart/2025-1 db/conf/icaart/icaart2025-1.html#Stenzel0RMNG25 David Bucher Daniel Porawski Benedikt Wimmer Jonas Nüßlein Corey O'Meara Giorgio Cortiana Claudia Linnhoff-Popien Grid Cost Allocation in Peer-to-Peer Electricity Markets: Benchmarking Classical and Quantum Optimization Approaches. 751-762 2025 ICAART (1) https://doi.org/10.5220/0013391400003890 conf/icaart/2025-1 db/conf/icaart/icaart2025-1.html#BucherPWNOCL25 Jonas Nüßlein Leo Sünkel Jonas Stein 0001 Tobias Rohe Daniëlle Schuman Sebastian Feld Corey O'Meara Giorgio Cortiana Claudia Linnhoff-Popien Reducing QUBO Density by Factoring out Semi-Symmetries. 783-792 2025 ICAART (1) https://doi.org/10.5220/0013395900003890 conf/icaart/2025-1 db/conf/icaart/icaart2025-1.html#NussleinS0RSFOC25 Jonas Nüßlein Sebastian Zielinski Claudia Linnhoff-Popien Learning QUBO Formulations from Data. 209-227 2025 I4CS https://doi.org/10.1007/978-3-031-94263-1_13 conf/iics/2025 db/conf/iics/i4cs2025.html#NussleinZL25

Julian Schönberger Maximilian Zorn Jonas Nüßlein Thomas Gabor Philipp Altmann Towards Scalable Lottery Ticket Networks using Genetic Algorithms. 2025 August abs/2508.08877 CoRR https://doi.org/10.48550/arXiv.2508.08877 db/journals/corr/corr2508.html#abs-2508-08877 streams/journals/corr

Thomy Phan Felix Sommer Fabian Ritz Philipp Altmann Jonas Nüßlein Michael Kölle 0001 Lenz Belzner Claudia Linnhoff-Popien Emergent cooperation from mutual acknowledgment exchange in multi-agent reinforcement learning. 34 2024 December 38 Auton. Agents Multi Agent Syst. 2 https://doi.org/10.1007/s10458-024-09666-5 db/journals/aamas/aamas38.html#PhanSRANKBL24 streams/journals/aamas

Jonas Blenninger David Bucher Giorgio Cortiana Kumar Jang Bahadur Ghosh Naeimeh Mohseni Jonas Nüßlein Corey O'Meara Daniel Porawski Benedikt Wimmer Q-GRID: Quantum Optimization for the Future Energy Grid. 339-349 2024 December 38 Künstliche Intell. 4 https://doi.org/10.1007/s13218-024-00866-5 db/journals/ki/ki38.html#BlenningerBCGMNOPW24 streams/journals/ki

Michael Kölle 0001 Karola Schneider Sabrina Egger Felix Topp Thomy Phan Philipp Altmann Jonas Nüßlein Claudia Linnhoff-Popien Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization. 50-79 2024 ICAART (Revised Selected Paper, 1) https://doi.org/10.1007/978-3-031-87327-0_3 conf/icaart/2024-s1 db/conf/icaart/icaart2024-s1.html#KolleSETPANL24 streams/conf/icaart Michael Kölle 0001 Felix Topp Thomy Phan Philipp Altmann Jonas Nüßlein Claudia Linnhoff-Popien Multi-Agent Quantum Reinforcement Learning Using Evolutionary Optimization. 71-82 2024 ICAART (1) https://doi.org/10.5220/0012382800003636 conf/icaart/2024-1 db/conf/icaart/icaart2024-1.html#0001TPANL24 Jonas Stein 0001 Daniëlle Schuman Magdalena Benkard Thomas Holger Wanja Sajko Michael Kölle 0001 Jonas Nüßlein Leo Sünkel Olivier Salomon Claudia Linnhoff-Popien Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection. 177-185 2024 ICAART (2) https://doi.org/10.5220/0012326100003636 conf/icaart/2024-2 db/conf/icaart/icaart2024-2.html#0001SBHS0NSSL24 Robert Müller 0005 Hasan Turalic Thomy Phan Michael Kölle 0001 Jonas Nüßlein Claudia Linnhoff-Popien ClusterComm: Discrete Communication in Decentralized MARL Using Internal Representation Clustering. 305-312 2024 ICAART (1) https://doi.org/10.5220/0012384300003636 conf/icaart/2024-1 db/conf/icaart/icaart2024-1.html#MullerTP0NL24 Jonas Stein 0001 Michael Poppel Philip Adamczyk Ramona Fabry Zixin Wu Michael Kölle 0001 Jonas Nüßlein Daniëlle Schuman Philipp Altmann Thomas Ehmer Vijay Narasimhan Claudia Linnhoff-Popien Benchmarking Quantum Surrogate Models on Scarce and Noisy Data. 352-359 2024 ICAART (3) https://doi.org/10.5220/0012348900003636 conf/icaart/2024-3 db/conf/icaart/icaart2024-3.html#0001PAFW0NSAENL24 Sebastian Zielinski Magdalena Benkard Jonas Nüßlein Claudia Linnhoff-Popien Sebastian Feld SATQUBOLIB: A Python Framework for Creating and Benchmarking (Max-)3SAT QUBOs. 48-66 2024 I4CS https://doi.org/10.1007/978-3-031-60433-1_4 conf/iics/2024 db/conf/iics/i4cs2024.html#ZielinskiBNLF24 Jonas Nüßlein Daniëlle Schuman David Bucher Naeimeh Mohseni Kumar Jang Bahadur Ghosh Corey O'Meara Giorgio Cortiana Claudia Linnhoff-Popien Towards Less Greedy Quantum Coalition Structure Generation in Induced Subgraph Games. 28-33 2024 QCE https://doi.org/10.1109/QCE60285.2024.10247 conf/qce/2024 db/conf/qce/qce2024.html#NubetaleinSBMGOCL24 streams/conf/qce Sebastian Zielinski Jonas Nüßlein Michael Kölle 0001 Thomas Gabor Claudia Linnhoff-Popien Sebastian Feld Solving Max-3SAT Using QUBO Approximation. 681-691 2024 QCE https://doi.org/10.1109/QCE60285.2024.00085 conf/qce/2024 db/conf/qce/qce2024.html#ZielinskiNKGLF24 streams/conf/qce Tobias Rohe Daniëlle Schuman Jonas Nüßlein Leo Sünkel Jonas Stein 0001 Claudia Linnhoff-Popien The Questionable Influence of Entanglement in Quantum Optimisation Algorithms. 1497-1503 2024 QCE https://doi.org/10.1109/QCE60285.2024.00176 conf/qce/2024 db/conf/qce/qce2024.html#RoheSNSSL24 streams/conf/qce

Robert Müller 0005 Hasan Turalic Thomy Phan Michael Kölle 0001 Jonas Nüßlein Claudia Linnhoff-Popien ClusterComm: Discrete Communication in Decentralized MARL using Internal Representation Clustering. 2024 abs/2401.03504 CoRR https://doi.org/10.48550/arXiv.2401.03504 db/journals/corr/corr2401.html#abs-2401-03504

Gerhard Stenzel Sebastian Zielinski Michael Kölle 0001 Philipp Altmann Jonas Nüßlein Thomas Gabor Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting. 2024 abs/2404.09213 CoRR https://doi.org/10.48550/arXiv.2404.09213 db/journals/corr/corr2404.html#abs-2404-09213

Tobias Rohe Daniëlle Schuman Jonas Nüßlein Leo Sünkel Jonas Stein 0001 Claudia Linnhoff-Popien The Questionable Influence of Entanglement in Quantum Optimisation Algorithms. 2024 abs/2407.17204 CoRR https://doi.org/10.48550/arXiv.2407.17204 db/journals/corr/corr2407.html#abs-2407-17204 streams/journals/corr

Jonas Nüßlein Daniëlle Schuman David Bucher Naeimeh Mohseni Kumar Jang Bahadur Ghosh Corey O'Meara Giorgio Cortiana Claudia Linnhoff-Popien Towards Less Greedy Quantum Coalition Structure Generation in Induced Subgraph Games. 2024 abs/2408.04366 CoRR https://doi.org/10.48550/arXiv.2408.04366 db/journals/corr/corr2408.html#abs-2408-04366 streams/journals/corr

Jonas Nüßlein Maximilian Zorn Philipp Altmann Claudia Linnhoff-Popien Swarm Behavior Cloning. 2024 abs/2412.07617 CoRR https://doi.org/10.48550/arXiv.2412.07617 db/journals/corr/corr2412.html#abs-2412-07617 streams/journals/corr

Jonas Nüßlein Maximilian Zorn Fabian Ritz Jonas Stein 0001 Gerhard Stenzel Julian Schönberger Thomas Gabor Claudia Linnhoff-Popien Optimizing Sensor Redundancy in Sequential Decision-Making Problems. 2024 abs/2412.07686 CoRR https://doi.org/10.48550/arXiv.2412.07686 db/journals/corr/corr2412.html#abs-2412-07686 streams/journals/corr

Christoph Roch Daniel Ratke Jonas Nüßlein Thomas Gabor Sebastian Feld The Effect of Penalty Factors of Constrained Hamiltonians on the Eigenspectrum in Quantum Annealing. 14:1-14:18 2023 June 4 ACM Trans. Quantum Comput. 2 https://doi.org/10.1145/3577202 db/journals/tqc/tqc4.html#RochRNGF23 streams/journals/tqc

Thomy Phan Fabian Ritz Jonas Nüßlein Michael Kölle 0001 Thomas Gabor Claudia Linnhoff-Popien Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty. 2839-2841 2023 AAMAS https://dl.acm.org/doi/10.5555/3545946.3599096 conf/atal/2023 db/conf/atal/aamas2023.html#PhanRN0GL23 Michael Kölle 0001 Steffen Illium Maximilian Zorn Jonas Nüßlein Patrick Suchostawski Claudia Linnhoff-Popien Improving Primate Sounds Classification Using Binary Presorting for Deep Learning. 19-34 2023 DeLTA https://doi.org/10.1007/978-3-031-39059-3_2 conf/delta2/2023 db/conf/delta2/delta2023.html#0001IZNSL23 Jonas Stein 0001 Farbod Chamanian Maximilian Zorn Jonas Nüßlein Sebastian Zielinski Michael Kölle 0001 Claudia Linnhoff-Popien Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA. 2254-2262 2023 GECCO Companion https://doi.org/10.1145/3583133.3596358 https://www.wikidata.org/entity/Q130924053 conf/gecco/2023c db/conf/gecco/gecco2023c.html#SteinCZNZ0L23 Sebastian Zielinski Jonas Nüßlein Jonas Stein 0001 Thomas Gabor Claudia Linnhoff-Popien Sebastian Feld Influence of Different 3SAT-to-QUBO Transformations on the Solution Quality of Quantum Annealing: A Benchmark Study. 2263-2271 2023 GECCO Companion https://doi.org/10.1145/3583133.3596330 https://www.wikidata.org/entity/Q130910076 conf/gecco/2023c db/conf/gecco/gecco2023c.html#ZielinskiNSGLF23 Steffen Illium Gretchen Griffin Michael Kölle 0001 Maximilian Zorn Jonas Nüßlein Claudia Linnhoff-Popien VoronoiPatches: Evaluating a New Data Augmentation Method. 350-357 2023 ICAART (3) https://doi.org/10.5220/0011670000003393 conf/icaart/2023-3 db/conf/icaart/icaart2023-3.html#IlliumGKZNL23 Jonas Nüßlein Sebastian Zielinski Thomas Gabor Claudia Linnhoff-Popien Sebastian Feld Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization. 34-47 2023 ICCS (5) https://doi.org/10.1007/978-3-031-36030-5_3 conf/iccS/2023-5 db/conf/iccS/iccS2023-5.html#NussleinZGLF23 Jonas Nüßlein Christoph Roch Thomas Gabor Jonas Stein 0001 Claudia Linnhoff-Popien Sebastian Feld Black Box Optimization Using QUBO and the Cross Entropy Method. 48-55 2023 ICCS (5) https://doi.org/10.1007/978-3-031-36030-5_4 conf/iccS/2023-5 db/conf/iccS/iccS2023-5.html#NussleinRGSLF23 Thomy Phan Fabian Ritz Philipp Altmann Maximilian Zorn Jonas Nüßlein Michael Kölle 0001 Thomas Gabor Claudia Linnhoff-Popien Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability. 27840-27853 2023 ICML https://proceedings.mlr.press/v202/phan23a.html conf/icml/2023 db/conf/icml/icml2023.html#PhanRAZN0GL23 Philipp Altmann Fabian Ritz Leonard Feuchtinger Jonas Nüßlein Claudia Linnhoff-Popien Thomy Phan CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing. 3414-3422 2023 IJCAI https://doi.org/10.24963/ijcai.2023/380 conf/ijcai/2023 db/conf/ijcai/ijcai2023.html#AltmannRFNLP23 Maximilian Balthasar Mansky Jonas Nüßlein David Bucher Daniëlle Schuman Sebastian Zielinski Claudia Linnhoff-Popien Sampling problems on a Quantum Computer. 485-495 2023 QCE https://doi.org/10.1109/QCE57702.2023.00062 conf/qce/2023 db/conf/qce/qce2023.html#ManskyNBSZL23 Medina Bandic Luise Prielinger Jonas Nüßlein Anabel Ovide Santiago Rodrigo Sergi Abadal Hans van Someren 0001 Gayane Vardoyan Eduard Alarcón Carmen G. Almudéver Sebastian Feld Mapping Quantum Circuits to Modular Architectures with QUBO. 790-801 2023 QCE https://doi.org/10.1109/QCE57702.2023.00094 conf/qce/2023 db/conf/qce/qce2023.html#BandicPNORASVAAF23

Thomy Phan Fabian Ritz Jonas Nüßlein Michael Kölle 0001 Thomas Gabor Claudia Linnhoff-Popien Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty. 2023 abs/2301.01649 CoRR https://doi.org/10.48550/arXiv.2301.01649 db/journals/corr/corr2301.html#abs-2301-01649

Jonas Nüßlein Sebastian Zielinski Thomas Gabor Claudia Linnhoff-Popien Sebastian Feld Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization. 2023 abs/2302.03536 CoRR https://doi.org/10.48550/arXiv.2302.03536 db/journals/corr/corr2302.html#abs-2302-03536

Philipp Altmann Fabian Ritz Leonard Feuchtinger Jonas Nüßlein Claudia Linnhoff-Popien Thomy Phan CROP: Towards Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation Processing. 2023 abs/2304.13616 CoRR https://doi.org/10.48550/arXiv.2304.13616 db/journals/corr/corr2304.html#abs-2304-13616

Jonas Stein 0001 Farbod Chamanian Maximilian Zorn Jonas Nüßlein Sebastian Zielinski Michael Kölle 0001 Claudia Linnhoff-Popien Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA. 2023 abs/2305.03390 CoRR https://doi.org/10.48550/arXiv.2305.03390 db/journals/corr/corr2305.html#abs-2305-03390

Medina Bandic Luise Prielinger Jonas Nüßlein Anabel Ovide Santiago Rodrigo Sergi Abadal Hans van Someren 0001 Gayane Vardoyan Eduard Alarcón Carmen G. Almudéver Sebastian Feld Mapping quantum circuits to modular architectures with QUBO. 2023 abs/2305.06687 CoRR https://doi.org/10.48550/arXiv.2305.06687 db/journals/corr/corr2305.html#abs-2305-06687

Jonas Stein 0001 Daniëlle Schuman Magdalena Benkard Thomas Holger Wanja Sajko Michael Kölle 0001 Jonas Nüßlein Leo Sünkel Olivier Salomon Claudia Linnhoff-Popien Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection. 2023 abs/2306.04998 CoRR https://doi.org/10.48550/arXiv.2306.04998 db/journals/corr/corr2306.html#abs-2306-04998

Jonas Stein 0001 Michael Poppel Philip Adamczyk Ramona Fabry Zixin Wu Michael Kölle 0001 Jonas Nüßlein Daniëlle Schuman Philipp Altmann Thomas Ehmer Vijay Narasimhan Claudia Linnhoff-Popien Quantum Surrogate Modeling for Chemical and Pharmaceutical Development. 2023 abs/2306.05042 CoRR https://doi.org/10.48550/arXiv.2306.05042 db/journals/corr/corr2306.html#abs-2306-05042

Michael Kölle 0001 Steffen Illium Maximilian Zorn Jonas Nüßlein Patrick Suchostawski Claudia Linnhoff-Popien Improving Primate Sounds Classification using Binary Presorting for Deep Learning. 2023 abs/2306.16054 CoRR https://doi.org/10.48550/arXiv.2306.16054 db/journals/corr/corr2306.html#abs-2306-16054

Michael Kölle 0001 Felix Topp Thomy Phan Philipp Altmann Jonas Nüßlein Claudia Linnhoff-Popien Multi-Agent Quantum Reinforcement Learning using Evolutionary Optimization. 2023 abs/2311.05546 CoRR https://doi.org/10.48550/arXiv.2311.05546 db/journals/corr/corr2311.html#abs-2311-05546

Jonas Nüßlein Thomas Gabor Claudia Linnhoff-Popien Sebastian Feld Algorithmic QUBO formulations for <i>k</i>-SAT and hamiltonian cycles. 2240-2246 2022 GECCO Companion https://doi.org/10.1145/3520304.3533952 conf/gecco/2022c db/conf/gecco/gecco2022c.html#NussleinGLF22 Jonas Nüßlein Steffen Illium Robert Müller 0005 Thomas Gabor Claudia Linnhoff-Popien Case-Based Inverse Reinforcement Learning Using Temporal Coherence. 304-317 2022 ICCBR https://doi.org/10.1007/978-3-031-14923-8_20 conf/iccbr/2022 db/conf/iccbr/iccbr2022.html#NussleinIMGL22

Jonas Nüßlein Thomas Gabor Claudia Linnhoff-Popien Sebastian Feld Algorithmic QUBO Formulations for k-SAT and Hamiltonian Cycles. 2022 abs/2204.13539 CoRR https://doi.org/10.48550/arXiv.2204.13539 db/journals/corr/corr2204.html#abs-2204-13539

Jonas Nüßlein Steffen Illium Robert Müller 0005 Thomas Gabor Claudia Linnhoff-Popien Case-Based Inverse Reinforcement Learning Using Temporal Coherence. 2022 abs/2206.05827 CoRR https://doi.org/10.48550/arXiv.2206.05827 db/journals/corr/corr2206.html#abs-2206-05827

Jonas Nüßlein Christoph Roch Thomas Gabor Claudia Linnhoff-Popien Sebastian Feld Black Box Optimization Using QUBO and the Cross Entropy Method. 2022 abs/2206.12510 CoRR https://doi.org/10.48550/arXiv.2206.12510 db/journals/corr/corr2206.html#abs-2206-12510

Steffen Illium Gretchen Griffin Michael Kölle 0001 Maximilian Zorn Jonas Nüßlein Claudia Linnhoff-Popien VoronoiPatches: Evaluating A New Data Augmentation Method. 2022 abs/2212.10054 CoRR https://doi.org/10.48550/arXiv.2212.10054 db/journals/corr/corr2212.html#abs-2212-10054

Jonas Nüßlein Most Frequent Itemset Optimization. 2019 abs/1904.07693 CoRR http://arxiv.org/abs/1904.07693 db/journals/corr/corr1904.html#abs-1904-07693

Sergi Abadal Philip Adamczyk Eduard Alarcón Carmen G. Almudéver Philipp Altmann Medina Bandic Lenz Belzner Magdalena Benkard Jonas Blenninger David Bucher Farbod Chamanian Giorgio Cortiana Sabrina Egger Thomas Ehmer Ramona Fabry Sebastian Feld Leonard Feuchtinger Thomas Gabor Kumar Jang Bahadur Ghosh Gretchen Griffin Thomas Holger Steffen Illium Michael Kölle 0001 Frauke Liers Claudia Linnhoff-Popien Maximilian Balthasar Mansky Naeimeh Mohseni Robert Müller 0005 Vijay Narasimhan Corey O'Meara Anabel Ovide Thomy Phan Michael Poppel Daniel Porawski Luise Prielinger Daniel Ratke Fabian Ritz Christoph Roch Santiago Rodrigo Tobias Rohe Wanja Sajko Olivier Salomon Karola Schneider Julian Schönberger Daniëlle Schuman Hans van Someren 0001 Felix Sommer Jonas Stein 0001 Gerhard Stenzel Patrick Suchostawski Leo Sünkel Felix Topp Hasan Turalic Gayane Vardoyan Friedrich Wagner Benedikt Wimmer Zixin Wu Sebastian Zielinski Maximilian Zorn