Leo Sünkel

34 papers A 2C 1Misc 5Journal 14Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Adaptive Purification Controller for Quantum Networks: Dynamic Protocol Selection and Multipartite Distillation.
CoRR
Pranav Kulkarni, Leo Sünkel, Michael Kölle
2026 J jnl
Emergent Cooperation in Quantum Multi-Agent Reinforcement Learning Using Communication.
CoRR
Michael Kölle, Christian Reff, Leo Sünkel, Julian Hager, Gerhard Stenzel, Claudia Linnhoff-Popien
2026 — conf
Illustration of Barren Plateaus in Quantum Computing.
ICAART (1)
Gerhard Stenzel, Tobias Rohe, Michael Kölle, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
2026 J jnl
Illustration of Barren Plateaus in Quantum Computing.
CoRR
Gerhard Stenzel, Tobias Rohe, Michael Kölle, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
2026 — conf
Quantum King-Ring Domination in Chess: A QAOA Approach.
ICAART (2)
Gerhard Stenzel, Michael Kölle, Tobias Rohe, Julian Hager, Leo Sünkel, Maximilian Zorn, Claudia Linnhoff-Popien
2026 J jnl
Quantum King-Ring Domination in Chess: A QAOA Approach.
CoRR
Gerhard Stenzel, Michael Kölle, Tobias Rohe, Julian Hager, Leo Sünkel, Maximilian Zorn, Claudia Linnhoff-Popien
2026 — conf
Reinforcement Learning for Parameterized Quantum State Preparation: A Comparative Study.
ICAART (4)
Gerhard Stenzel, Michael Kölle, Tobias Rohe, Leo Sünkel, Julian Hager, Claudia Linnhoff-Popien
2026 J jnl
Reinforcement Learning for Parameterized Quantum State Preparation: A Comparative Study.
CoRR
Gerhard Stenzel, Isabella Debelic, Michael Kölle, Tobias Rohe, Leo Sünkel, Julian Hager, Claudia Linnhoff-Popien
2025 C conf
Accelerated VQE: Parameter Recycling for Similar Recurring Problem Instances.
I4CS
Tobias Rohe, Maximilian Balthasar Mansky, Michael Kölle, Jonas Stein, Leo Sünkel, Claudia Linnhoff-Popien
2025 J jnl
Evaluating Mutation Techniques in Genetic Algorithm-Based Quantum Circuit Synthesis.
CoRR
Michael Kölle, Tom Bintener, Maximilian Zorn, Gerhard Stenzel, Leo Sünkel, Thomas Gabor, Claudia Linnhoff-Popien
2025 A conf
Evaluating Mutation Techniques in Genetic-Algorithm-Based Quantum Circuit Synthesis.
GECCO
Michael Kölle, Tom Bintener, Maximilian Zorn, Gerhard Stenzel, Leo Sünkel, Thomas Gabor, Claudia Linnhoff-Popien
2025 — conf
Optimization of Link Configuration for Satellite Communication Using Reinforcement Learning.
ICAART (2)
Tobias Rohe, Michael Kölle, Jan Matheis, Rüdiger Höpfl, Leo Sünkel, Claudia Linnhoff-Popien
2025 J jnl
Optimization of Link Configuration for Satellite Communication Using Reinforcement Learning.
CoRR
Tobias Rohe, Michael Kölle, Jan Matheis, Rüdiger Höpfl, Leo Sünkel, Claudia Linnhoff-Popien
2025 A conf
Quantum Circuit Construction and Optimization through Hybrid Evolutionary Algorithms.
GECCO
Leo Sünkel, Philipp Altmann, Michael Kölle, Gerhard Stenzel, Thomas Gabor, Claudia Linnhoff-Popien
2025 J jnl
Quantum Optimization Algorithms.
CoRR
Jonas Stein, Maximilian Zorn, Leo Sünkel, 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
2024 Misc conf
Applying an Evolutionary Algorithm to Minimize Teleportation Costs in Distributed Quantum Computing.
QCE
Leo Sünkel, Manik Dawar, Thomas Gabor
2024 — conf
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures.
ICAART (3)
Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, 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 Misc conf
On the Quantum Impact in Hybrid Classical-Quantum Transfer Learning.
QCE
Leo Sünkel, Philipp Altmann, Michael Kölle, Thomas Gabor
2024 — conf
Quantum Federated Learning for Image Classification.
ICAART (3)
Leo Sünkel, Philipp Altmann, Michael Kölle, Thomas Gabor
2024 — conf
Quantum Transfer Learning: The Impact of Classical Preprocessing.
ICAART (Revised Selected Paper, 1)
Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, Julian Hager, Sebastian Zielinski, 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 — conf
Towards Federated Learning on the Quantum Internet.
ICCS (6)
Leo Sünkel, Michael Kölle, Tobias Rohe, Thomas Gabor
2023 J jnl
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures.
CoRR
Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, 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 Misc conf
Hybrid Quantum Machine Learning Assisted Classification of COVID-19 from Computed Tomography Scans.
QCE
Leo Sünkel, Darya Martyniuk, Julia J. Reichwald, Andrei Morariu, Raja Havish Seggoju, Philipp Altmann, Christoph Roch, Adrian Paschke
2023 — conf
SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training.
ICAART (3)
Philipp Altmann, Leo Sünkel, Jonas Stein, Tobias Müller, Christoph Roch, Claudia Linnhoff-Popien
2023 J jnl
SEQUENT: Towards Traceable Quantum Machine Learning using Sequential Quantum Enhanced Training.
CoRR
Philipp Altmann, Leo Sünkel, Jonas Stein, Tobias Müller, Christoph Roch, Claudia Linnhoff-Popien
2023 Misc conf
Towards Transfer Learning for Large-Scale Image Classification Using Annealing-Based Quantum Boltzmann Machines.
QCE
Daniëlle Schuman, Leo Sünkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien
2023 J jnl
Towards Transfer Learning for Large-Scale Image Classification Using Annealing-based Quantum Boltzmann Machines.
CoRR
Daniëlle Schuman, Leo Sünkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien
2020 — conf
The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline.
ICSE (Workshops)
Thomas Gabor, Leo Sünkel, Fabian Ritz, Thomy Phan, Lenz Belzner, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien
2020 J jnl
The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline.
CoRR
Thomas Gabor, Leo Sünkel, Fabian Ritz, Thomy Phan, Lenz Belzner, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien