activity
20222026
most citedTheoretical Guarantees for Permutation-Equivariant Quantum Neural Networks

91 citations · 96 across the 7 of their papers we have counts for

collaborators

8 papers

quant-ph2026

Gap Amplification for Local Hamiltonians with Combinatorial Soundness

Mitali Bafna, Quynh T. Nguyen, Tina Zhang

The quantum PCP conjecture is one of the major open problems in quantum complexity theory. It has resisted attack in part because many primitives used in the proof of the classical…

quant-ph2026

Good Quantum Locally Testable Codes from Product Expansion

Mitali Bafna, Anqi Li, Quynh T. Nguyen

We construct quantum locally testable codes (LTCs) with constant rate, distance, soundness and locality under a variant of a product expansion conjecture of Bafna and Vyas about Re…

quant-ph2025

Poincaré Duality and Multiplicative Structures on Quantum Codes

Yiming Li, Zimu Li, Zi-Wen Liu +1

Quantum LDPC codes have attracted intense interest due to their advantageous properties for realizing efficient fault-tolerant quantum computing. In particular, sheaf codes represe…

quant-ph2025

Composable Quantum Fault-Tolerance

Zhiyang He, Quynh T. Nguyen, Christopher A. Pattison

Proving threshold theorems for fault-tolerant quantum computation is a burdensome endeavor with many moving parts that come together in relatively formulaic but lengthy ways. It is…

quant-ph2025

A distillation-teleportation protocol for fault-tolerant QRAM

Alexander M. Dalzell, András Gilyén, Connor T. Hann +5

We present a protocol for fault-tolerantly implementing the logical quantum random access memory (QRAM) operation, given access to a specialized, noisy QRAM device. For coherently…

quant-ph2024★ 1 cited

Quantum fault tolerance with constant-space and logarithmic-time overheads

Quynh T. Nguyen, Christopher A. Pattison

In a model of fault-tolerant quantum computation with quick and noiseless polyloglog-time auxiliary classical computation, we construct a fault tolerance protocol with constant-spa…

quant-ph2024★ 4 cited

Good binary quantum codes with transversal CCZ gate

Quynh T. Nguyen

We give an asymptotically good family of quantum CSS codes on qubits with a transversal CCZ gate, meaning that the parallel logical CCZ on all logical qubits is performed by parall…

quant-ph2022★ 91 cited

Theoretical Guarantees for Permutation-Equivariant Quantum Neural Networks

Louis Schatzki, Martin Larocca, Quynh T. Nguyen +2

Despite the great promise of quantum machine learning models, there are several challenges one must overcome before unlocking their full potential. For instance, models based on qu…