Ruslan Shaydulin

Joao Basso

Yue Sun

Quantum, January, 2024

Generalized Short Path Algorithms: Towards Super-Quadratic Speedup over Markov Chain Search for Combinatorial Optimization.

[BibT_eX]

[DOI]

CoRR, 2024

Performance of Quantum Approximate Optimization with Quantum Error Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Parameter Setting Heuristics Make the Quantum Approximate Optimization Algorithm Suitable for the Early Fault-Tolerant Era.

[BibT_eX]

[DOI]

Shree Hari Sureshbabu

CoRR, 2024

End-to-End Protocol for High-Quality QAOA Parameters with Few Shots.

[BibT_eX]

[DOI]

CoRR, 2024

Variational Quantum Algorithm Landscape Reconstruction by Low-Rank Tensor Completion.

[BibT_eX]

[DOI]

CoRR, 2024

Q-CHOP: Quantum constrained Hamiltonian optimization.

[BibT_eX]

[DOI]

CoRR, 2024

Invited: Challenges and Opportunities of Quantum Optimization in Finance.

[BibT_eX]

[DOI]

Zichang He

Shree Hari Sureshbabu

Romina Yalovetzky

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

Quantum Deep Hedging.

[BibT_eX]

[DOI]

Quantum, November, 2023

Bandwidth Enables Generalization in Quantum Kernel Models.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Blind quantum machine learning with quantum bipartite correlator.

[BibT_eX]

[DOI]

CoRR, 2023

Evidence of Scaling Advantage for the Quantum Approximate Optimization Algorithm on a Classically Intractable Problem.

[BibT_eX]

[DOI]

CoRR, 2023

Alignment between Initial State and Mixer Improves QAOA Performance for Constrained Portfolio Optimization.

[BibT_eX]

[DOI]

Zichang He

CoRR, 2023

QAOA with N·p≥200.

[BibT_eX]

[DOI]

CoRR, 2023

Fast Simulation of High-Depth QAOA Circuits.

[BibT_eX]

[DOI]

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

QAOAwith $N\cdot p\geq 200$.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Hybrid Quantum-Classical Multilevel Approach for Maximum Cuts on Graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

2022

Hypergraph Partitioning With Embeddings.

[BibT_eX]

[DOI]

Justin Sybrandt

IEEE Trans. Knowl. Data Eng., 2022

Numerical evidence against advantage with quantum fidelity kernels on classical data.

[BibT_eX]

[DOI]

Lucas Slattery

Sami Khairy

Stefan M. Wild

CoRR, 2022

Exploiting In-Constraint Energy in Constrained Variational Quantum Optimization.

[BibT_eX]

[DOI]

CoRR, 2022

Constrained Quantum Optimization for Extractive Summarization on a Trapped-ion Quantum Computer.

[BibT_eX]

[DOI]

CoRR, 2022

Quantum Error Mitigation by Pauli Check Sandwiching.

[BibT_eX]

[DOI]

CoRR, 2022

Quantum Approximate Optimization Algorithm with Sparsified Phase Operator.

[BibT_eX]

[DOI]

Xiaoyuan Liu

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022

Characterizing Error Mitigation by Symmetry Verification in QAOA.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022

Multiangle QAOA Does Not Always Need All Its Angles.

[BibT_eX]

[DOI]

Kaiyan Shi

Rebekah Herrman

Jeffrey Larson

Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

2021

Clifford Circuit Optimization with Templates and Symbolic Pauli Gates.

[BibT_eX]

[DOI]

Quantum, 2021

Classical symmetries and the Quantum Approximate Optimization Algorithm.

[BibT_eX]

[DOI]

Quantum Inf. Process., 2021

ELRUNA: Elimination Rule-based Network Alignment.

[BibT_eX]

[DOI]

ACM J. Exp. Algorithmics, 2021

Importance of Kernel Bandwidth in Quantum Machine Learning.

[BibT_eX]

[DOI]

Stefan M. Wild

CoRR, 2021

QAOAKit: A Toolkit for Reproducible Study, Application, and Verification of the QAOA.

[BibT_eX]

[DOI]

CoRR, 2021

Layer VQE: A Variational Approach for Combinatorial Optimization on Noisy Quantum Computers.

[BibT_eX]

[DOI]

CoRR, 2021

Error Mitigation for Deep Quantum Optimization Circuits by Leveraging Problem Symmetries.

[BibT_eX]

[DOI]

Alexey Galda

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2021

2020

Classical symmetries and QAOA.

[BibT_eX]

[DOI]

CoRR, 2020

Making Quantum Computing Open: Lessons from Open Source Projects.

[BibT_eX]

[DOI]

Caleb Thomas

Paige Rodeghero

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020

Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Relaxation-Based Coarsening for Multilevel Hypergraph Partitioning.

[BibT_eX]

[DOI]

Jie Chen

Multiscale Model. Simul., 2019

Network Alignment by Propagating Reliable Similarities.

[BibT_eX]

[DOI]

CoRR, 2019

Reinforcement-Learning-Based Variational Quantum Circuits Optimization for Combinatorial Problems.

[BibT_eX]

[DOI]

CoRR, 2019

Multilevel Combinatorial Optimization Across Quantum Architectures.

[BibT_eX]

[DOI]

Hayato Ushijima-Mwesigwa

Christian F. A. Negre

Susan M. Mniszewski

CoRR, 2019

A Hybrid Approach for Solving Optimization Problems on Small Quantum Computers.

[BibT_eX]

[DOI]

Hayato Ushijima-Mwesigwa

Christian F. A. Negre

Susan M. Mniszewski

Computer, 2019

Multistart Methods for Quantum Approximate optimization.

[BibT_eX]

[DOI]

Jeffrey Larson

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Evaluating Quantum Approximate Optimization Algorithm: A Case Study.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Green and Sustainable Computing Conference, 2019

2018

Community Detection Across Emerging Quantum Architectures.

[BibT_eX]

[DOI]

Hayato Ushijima-Mwesigwa

Susan M. Mniszewski

CoRR, 2018

Aggregative Coarsening for Multilevel Hypergraph Partitioning.

[BibT_eX]

[DOI]

Proceedings of the 17th International Symposium on Experimental Algorithms, 2018

2017

To Agile, or not to Agile: A Comparison of Software Development Methodologies.

[BibT_eX]

[DOI]