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Leo Sünkel

Observed name: Sünkel, Leo
ORCID: 0009-0001-3338-7681
Observed ORCID: 0009-0001-3338-7681
OpenAlex ID: A5027573088
The Holy Grail of Quantum Artificial Intelligence
2020 · Thomas Gabor, Leo Sünkel, et al. · 22
Applying an Evolutionary Algorithm to Minimize Teleportation Costs in Distributed Quantum Computing
2024 · Leo Sünkel, Manik Dawar, et al. · IEEE International Conference on Quantum Computing and Engineering (QCE) · 12
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Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection
2024 · Jonas Stein, Daniëlle Schuman, et al. · International Conference on Agents and Artificial Intelligence (ICAART) · 12
GA4QCO: Genetic Algorithm for Quantum Circuit Optimization
2023 · Sünkel, Leo, Martyniuk, Darya, et al. · arXiv (Cornell University) · 10
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Hybrid Quantum Machine Learning Assisted Classification of COVID-19 from Computed Tomography Scans
2023 · Leo Sünkel, Darya Martyniuk, et al. · IEEE International Conference on Quantum Computing and Engineering (QCE) · 9
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Towards Transfer Learning for Large-Scale Image Classification Using Annealing-Based Quantum Boltzmann Machines
2023 · Daniëlle Schuman, Leo Sünkel, et al. · IEEE International Conference on Quantum Computing and Engineering (QCE) · 9
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Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures
2024 · Michael Kölle, Jonas Maurer, et al. · International Conference on Agents and Artificial Intelligence (ICAART) · 7
SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training
2023 · Philipp Altmann, Leo Sünkel, et al. · International Conference on Agents and Artificial Intelligence (ICAART) · 7
Evaluating Mutation Techniques in Genetic-Algorithm-Based Quantum Circuit Synthesis
2025 · Michael Kölle, Tom Bintener, et al. · Genetic and Evolutionary Computation Conference (GECCO) · 6
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Quantum Circuit Construction and Optimization through Hybrid Evolutionary Algorithms
2025 · Leo Sünkel, Philipp Altmann, et al. · Genetic and Evolutionary Computation Conference (GECCO) · 6
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The Questionable Influence of Entanglement in Quantum Optimisation Algorithms
2024 · Tobias Rohe, Daniëlle Schuman, et al. · IEEE International Conference on Quantum Computing and Engineering (QCE) · 4
Quantum Federated Learning for Image Classification
2024 · Leo Sünkel, Philipp Altmann, et al. · International Conference on Agents and Artificial Intelligence (ICAART) · 4
Towards Federated Learning on the Quantum Internet
2024 · Leo Sünkel, Michael Kölle, et al. · Lecture notes in computer science · 4
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Evaluating Variational Quantum Circuit Architectures for Distributed Quantum Computing
2025 · Leo Sünkel, Jonas Stein, et al. · IEEE International Conference on Quantum Artificial Intelligence (QAI) · 3
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Time-Aware Qubit Assignment and Circuit Optimization for Distributed Quantum Computing
2025 · Leo Sünkel, Jonas Stein, et al. · IEEE International Conference on Quantum Computing and Engineering (QCE) · 3
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The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline
2020 · Gabor, Thomas, Sünkel, Leo, et al. · arXiv (Cornell University) · 3
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Illustration of Barren Plateaus in Quantum Computing
2026 · Gerhard Stenzel, Tobias Rohe, et al. · International Conference on Agents and Artificial Intelligence (ICAART) · 2
Accelerated VQE: Parameter Recycling for Similar Recurring Problem Instances
2025 · Tobias Rohe, Maximilian Balthasar Mansky, et al. · Communications in computer and information science · 2
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Evolutionary-Based Circuit Optimization for Distributed Quantum Computing
2025 · Leo Sünkel, Jonas Stein, et al. · IEEE International Conference on Quantum Artificial Intelligence (QAI) · 1
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Solving Graph Problems Using Permutation-Invariant Quantum Machine Learning
2025 · Maximilian Balthasar Mansky, Tobias Rohe, et al. · IEEE International Conference on Quantum Computing and Engineering (QCE) · 1
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Reducing QUBO Density by Factoring out Semi-Symmetries
2025 · Jonas Nüßlein, Leo Sünkel, et al. · International Conference on Agents and Artificial Intelligence (ICAART) · 1
On the Quantum Impact in Hybrid Classical-Quantum Transfer Learning
2024 · Leo Sünkel, Philipp Altmann, et al. · IEEE International Conference on Quantum Computing and Engineering (QCE) · 1
Emergent problem-graph alignment in RL-discovered entanglement topologies for QAOA
2026 · Tobias Rohe, Federico Harjes Ruiloba, et al. · Frontiers in Quantum Science and Technology
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An Evaluation of the Remote CX Protocol under Noise in Distributed Quantum Computing
2026 · Leo Sünkel, Michael Kölle, et al. · International Conference on Communications
Emergent Cooperation in Quantum Multi-Agent Reinforcement Learning Using Communication
2026 · Michael Kölle, Christian Reff, et al. · International Conference on Communications
Works count: 41
Citation count: 130
H-index: 7
I10-index: 4
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