Most Frequent Itemset Optimization. - Jonas Nüßlein (CoRR, 2019)

Algorithmic QUBO formulations for k-SAT and hamiltonian cycles. - Jonas Nüßlein; Thomas Gabor; Claudia Linnhoff-Popien; Sebastian Feld (GECCO Companion, 2022)

Case-Based Inverse Reinforcement Learning Using Temporal Coherence. - Jonas Nüßlein; Steffen Illium; Robert Müller 005; Thomas Gabor; Claudia Linnhoff-Popien (ICCBR, 2022)

Algorithmic QUBO Formulations for k-SAT and Hamiltonian Cycles. - Jonas Nüßlein; Thomas Gabor; Claudia Linnhoff-Popien; Sebastian Feld (CoRR, 2022)

Black Box Optimization Using QUBO and the Cross Entropy Method. - Jonas Nüßlein; Christoph Roch; Thomas Gabor; Claudia Linnhoff-Popien; Sebastian Feld (CoRR, 2022)

Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty. - Thomy Phan; Fabian Ritz; Jonas Nüßlein; Michael Kölle 001; Thomas Gabor; Claudia Linnhoff-Popien (AAMAS, 2023)

Improving Primate Sounds Classification Using Binary Presorting for Deep Learning. - Michael Kölle 001; Steffen Illium; Maximilian Zorn; Jonas Nüßlein; Patrick Suchostawski; Claudia Linnhoff-Popien (DeLTA, 2023)

Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA. - Jonas Stein 001; Farbod Chamanian; Maximilian Zorn; Jonas Nüßlein; Sebastian Zielinski; Michael Kölle 001; Claudia Linnhoff-Popien (GECCO Companion, 2023)

Influence of Different 3SAT-to-QUBO Transformations on the Solution Quality of Quantum Annealing: A Benchmark Study. - Sebastian Zielinski; Jonas Nüßlein; Jonas Stein 001; Thomas Gabor; Claudia Linnhoff-Popien; Sebastian Feld (GECCO Companion, 2023)

VoronoiPatches: Evaluating a New Data Augmentation Method. - Steffen Illium; Gretchen Griffin; Michael Kölle 001; Maximilian Zorn; Jonas Nüßlein; Claudia Linnhoff-Popien (ICAART (3), 2023)

Black Box Optimization Using QUBO and the Cross Entropy Method. - Jonas Nüßlein; Christoph Roch; Thomas Gabor; Jonas Stein 001; Claudia Linnhoff-Popien; Sebastian Feld (ICCS (5), 2023)

Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization. - Jonas Nüßlein; Sebastian Zielinski; Thomas Gabor; Claudia Linnhoff-Popien; Sebastian Feld (ICCS (5), 2023)

Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability. - Thomy Phan; Fabian Ritz; Philipp Altmann; Maximilian Zorn; Jonas Nüßlein; Michael Kölle 001; Thomas Gabor; Claudia Linnhoff-Popien (ICML, 2023)

CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing. - Philipp Altmann; Fabian Ritz; Leonard Feuchtinger; Jonas Nüßlein; Claudia Linnhoff-Popien; Thomy Phan (IJCAI, 2023)

Mapping Quantum Circuits to Modular Architectures with QUBO. - Medina Bandic; Luise Prielinger; Jonas Nüßlein; Anabel Ovide; Santiago Rodrigo; Sergi Abadal; Hans van Someren 001; Gayane Vardoyan; Eduard Alarcón; Carmen G. Almudéver; Sebastian Feld (QCE, 2023)

Sampling problems on a Quantum Computer. - Maximilian Balthasar Mansky; Jonas Nüßlein; David Bucher; Daniëlle Schuman; Sebastian Zielinski; Claudia Linnhoff-Popien (QCE, 2023)

Quantum Surrogate Modeling for Chemical and Pharmaceutical Development. - Jonas Stein 001; Michael Poppel; Philip Adamczyk; Ramona Fabry; Zixin Wu; Michael Kölle 001; Jonas Nüßlein; Daniëlle Schuman; Philipp Altmann; Thomas Ehmer; Vijay Narasimhan; Claudia Linnhoff-Popien (CoRR, 2023)

Benchmarking Quantum Surrogate Models on Scarce and Noisy Data. - Jonas Stein 001; Michael Poppel; Philip Adamczyk; Ramona Fabry; Zixin Wu; Michael Kölle 001; Jonas Nüßlein; Daniëlle Schuman; Philipp Altmann; Thomas Ehmer; Vijay Narasimhan; Claudia Linnhoff-Popien (ICAART (3), 2024)

Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection. - Jonas Stein 001; Daniëlle Schuman; Magdalena Benkard; Thomas Holger; Wanja Sajko; Michael Kölle 001; Jonas Nüßlein; Leo Sünkel; Olivier Salomon; Claudia Linnhoff-Popien (ICAART (2), 2024)

Multi-Agent Quantum Reinforcement Learning Using Evolutionary Optimization. - Michael Kölle 001; Felix Topp; Thomy Phan; Philipp Altmann; Jonas Nüßlein; Claudia Linnhoff-Popien (ICAART (1), 2024)

Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization. - Michael Kölle 001; Karola Schneider; Sabrina Egger; Felix Topp; Thomy Phan; Philipp Altmann; Jonas Nüßlein; Claudia Linnhoff-Popien (ICAART (Revised Selected Paper, 1), 2024)

ClusterComm: Discrete Communication in Decentralized MARL Using Internal Representation Clustering. - Robert Müller 005; Hasan Turalic; Thomy Phan; Michael Kölle 001; Jonas Nüßlein; Claudia Linnhoff-Popien (ICAART (1), 2024)

SATQUBOLIB: A Python Framework for Creating and Benchmarking (Max-)3SAT QUBOs. - Sebastian Zielinski; Magdalena Benkard; Jonas Nüßlein; Claudia Linnhoff-Popien; Sebastian Feld (I4CS, 2024)

Towards Less Greedy Quantum Coalition Structure Generation in Induced Subgraph Games. - Jonas Nüßlein; Daniëlle Schuman; David Bucher; Naeimeh Mohseni; Kumar Jang Bahadur Ghosh; Corey O'Meara; Giorgio Cortiana; Claudia Linnhoff-Popien (QCE, 2024)

The Questionable Influence of Entanglement in Quantum Optimisation Algorithms. - Tobias Rohe; Daniëlle Schuman; Jonas Nüßlein; Leo Sünkel; Jonas Stein 001; Claudia Linnhoff-Popien (QCE, 2024)

Solving Max-3SAT Using QUBO Approximation. - Sebastian Zielinski; Jonas Nüßlein; Michael Kölle 001; Thomas Gabor; Claudia Linnhoff-Popien; Sebastian Feld (QCE, 2024)

Emergent cooperation from mutual acknowledgment exchange in multi-agent reinforcement learning. - Thomy Phan; Felix Sommer; Fabian Ritz; Philipp Altmann; Jonas Nüßlein; Michael Kölle 001; Lenz Belzner; Claudia Linnhoff-Popien (Auton. Agents Multi Agent Syst., 2024)

Q-GRID: Quantum Optimization for the Future Energy Grid. - Jonas Blenninger; David Bucher; Giorgio Cortiana; Kumar Jang Bahadur Ghosh; Naeimeh Mohseni; Jonas Nüßlein; Corey O'Meara; Daniel Porawski; Benedikt Wimmer (Künstliche Intell., 2024)

Grid Cost Allocation in Peer-to-Peer Electricity Markets: Benchmarking Classical and Quantum Optimization Approaches. - David Bucher; Daniel Porawski; Benedikt Wimmer; Jonas Nüßlein; Corey O'Meara; Giorgio Cortiana; Claudia Linnhoff-Popien (ICAART (1), 2025)

Reducing QUBO Density by Factoring out Semi-Symmetries. - Jonas Nüßlein; Leo Sünkel; Jonas Stein 001; Tobias Rohe; Daniëlle Schuman; Sebastian Feld; Corey O'Meara; Giorgio Cortiana; Claudia Linnhoff-Popien (ICAART (1), 2025)

Swarm Behavior Cloning. - Jonas Nüßlein; Maximilian Zorn; Philipp Altmann; Claudia Linnhoff-Popien (ICAART (1), 2025)

Optimizing Sensor Redundancy in Sequential Decision-Making Problems. - Jonas Nüßlein; Maximilian Zorn; Fabian Ritz; Jonas Stein 001; Gerhard Stenzel; Julian Schönberger; Thomas Gabor; Claudia Linnhoff-Popien (ICAART (1), 2025)

QMamba: Quantum Selective State Space Models for Text Generation. - Gerhard Stenzel; Michael Kölle 001; Tobias Rohe; Maximilian Balthasar Mansky; Jonas Nüßlein; Thomas Gabor (ICAART (1), 2025)

Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting. - Gerhard Stenzel; Sebastian Zielinski; Michael Kölle 001; Philipp Altmann; Jonas Nüßlein; Thomas Gabor (ICAART (1), 2025)

Learning QUBO Formulations from Data. - Jonas Nüßlein; Sebastian Zielinski; Claudia Linnhoff-Popien (I4CS, 2025)

Evaluating Quantum Optimization for Dynamic Self-Reliant Community Detection. - David Bucher; Daniel Porawski; Benedikt Wimmer; Jonas Nüßlein; Corey O'Meara; Naeimeh Mohseni; Giorgio Cortiana; Claudia Linnhoff-Popien (IEEE Trans. Smart Grid, 2025)