Cover Image

QAOA-GPT: Efficient Generation of Adaptive and Regular Quantum Approximate Optimization Algorithm Circuits

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tyagin, Ilya, Farag, Marwa H., Sherbert, Kyle, Shirali, Karunya, Alexeev, Yuri, Safro, Ilya
Format:	Preprint
Published:	2025
Subjects:	Quantum Physics Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Q3SAT-GPT: A Generative Model for Discovering Quantum Circuits for the 3-SAT Problem
by: Ugale, Pratim, et al.
Published: (2026)

Symmetries and Dimension Reduction in Quantum Approximate Optimization Algorithm
by: Tsvelikhovskiy, Boris, et al.
Published: (2023)

Equivariant QAOA and the Duel of the Mixers
by: Tsvelikhovskiy, Boris, et al.
Published: (2024)

Graph Representation Learning for Parameter Transferability in Quantum Approximate Optimization Algorithm
by: Falla, Jose, et al.
Published: (2024)

Adaptive Quantum Generative Training using an Unbounded Loss Function
by: Sherbert, Kyle, et al.
Published: (2024)

Constrained Counterdiabatic Quantum Approximate Optimization Algorithm for Portfolio Optimization
by: Falla, Jose, et al.
Published: (2026)

Graph-Conditioned Meta-Optimizer for QAOA Parameter Generation on Multiple Problem Classes
by: Nguyen, Kien X., et al.
Published: (2026)

Biomedical Hypothesis Explainability with Graph-Based Context Retrieval
by: Tyagin, Ilya, et al.
Published: (2025)

MLQAOA: Graph Learning Accelerated Hybrid Quantum-Classical Multilevel QAOA
by: Bach, Bao, et al.
Published: (2024)

Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach
by: Nguyen, Kien X., et al.
Published: (2025)

TIMES-ADAPT: A Quantum algorithm for real-time evolution in low-energy subspaces using fixed-depth circuits
by: Sambasivam, Bharath, et al.
Published: (2026)

Reductions of QAOA Induced by Classical Symmetries: Theoretical Insights and Practical Implications
by: Tsvelikhovskiy, Boris, et al.
Published: (2026)

Scaling Up the Quantum Divide and Conquer Algorithm for Combinatorial Optimization
by: Cameron, Ibrahim, et al.
Published: (2024)

TEPID-ADAPT: Adaptive variational method for simultaneous preparation of low-temperature Gibbs and low-lying eigenstates
by: Sambasivam, Bharath, et al.
Published: (2025)

Solving Large-Scale QUBO with Transferred Parameters from Multilevel QAOA of low depth
by: Bach, Bao G, et al.
Published: (2025)

QAOA Parameter Transferability for Maximum Independent Set using Graph Attention Networks
by: Xu, Hanjing, et al.
Published: (2025)

QAdaPrune: Adaptive Parameter Pruning For Training Variational Quantum Circuits
by: Kulshrestha, Ankit, et al.
Published: (2024)

Scaling Quantum Optimization for Unit Commitment via Pauli Correlation Encoding
by: Nguyen, Kien X., et al.
Published: (2026)

QAP-Router: Tackling Qubit Routing as Dynamic Quadratic Assignment with Reinforcement Learning
by: Nguyen, Kien X., et al.
Published: (2026)

Neural Architecture Search Algorithms for Quantum Autoencoders
by: Kulshrestha, Ankit, et al.
Published: (2025)

To break, or not to break: Symmetries in adaptive quantum simulations, a case study on the Schwinger model
by: Shirali, Karunya Shailesh, et al.
Published: (2025)

Inter-quintuple layer coupling and topological phase transitions in the chalcogenide topological insulators
by: Shirali, Karunya, et al.
Published: (2022)

Efficient Compilation for Shuttling Trapped-Ion Machines via the Position Graph Architectural Abstraction
by: Bach, Bao, et al.
Published: (2025)

Surrogate Constructed Scalable Circuits ADAPT-VQE in the Schwinger model
by: Gustafson, Erik, et al.
Published: (2024)

Sampling Frequency Thresholds for Quantum Advantage of Quantum Approximate Optimization Algorithm
by: Lykov, Danylo, et al.
Published: (2022)

Floquet-ADAPT-VQE: A Quantum Algorithm to Simulate Non-Equilibrium Physics in Periodically Driven Systems
by: Kumar, Abhishek, et al.
Published: (2025)

Learning Cut Distributions with Quantum Optimization
by: Bach, Bao, et al.
Published: (2026)

The Art of Avoiding Constraints: A Penalty-free Approach to Constrained Combinatorial Optimization with QAOA
by: Angara, Prashanti Priya, et al.
Published: (2025)

SCALAR: A Neurosymbolic Framework for Automated Conjecture and Reasoning in Quantum Circuit Analysis
by: Feeney, Sean, et al.
Published: (2026)

BHT-QAOA: Generalizing Quantum Approximate Optimization Algorithm to Solve Arbitrary Boolean Problems as Hamiltonians
by: Al-Bayaty, Ali, et al.
Published: (2024)

QUACOD: Quantum Optimization via Coordinate Descent for Scalable Drone Scheduling
by: Nguyen, Van-Quang-Huy, et al.
Published: (2026)

Optimal fermion-qubit mappings via quadratic assignment
by: Chiew, Mitchell, et al.
Published: (2025)

A Multilevel Approach For Solving Large-Scale QUBO Problems With Noisy Hybrid Quantum Approximate Optimization
by: Maciejewski, Filip B., et al.
Published: (2024)

A Complex-Valued Continuous-Variable Quantum Approximation Optimization Algorithm (CCV-QAOA)
by: Madani, Raneem, et al.
Published: (2026)

Extending QAOA-GPT to Higher-Order Quantum Optimization Problems
by: Sunny, Leanto, et al.
Published: (2025)

MG-Net: Learn to Customize QAOA with Circuit Depth Awareness
by: Qian, Yang, et al.
Published: (2024)

Distributionally Robust Variational Quantum Algorithms with Shifted Noise
by: He, Zichang, et al.
Published: (2023)

Scaling Qubit Mapping and Routing With Position Graph Abstraction and Memoization
by: Russon, Brent, et al.
Published: (2026)

QAOA Performance in Noisy Devices: The Effect of Classical Optimizers and Ansatz Depth
by: Pellow-Jarman, Aidan, et al.
Published: (2023)

Neural QAOA$^{2}$: Differentiable Joint Graph Partitioning and Parameter Initialization for Quantum Combinatorial Optimization
by: Zheng, Zubin, et al.
Published: (2026)