activity
20232026
most citedGraph Neural Networks for Enhanced Decoding of Quantum LDPC Codes

9 citations · 13 across the 7 of their papers we have counts for

collaborators
Showing quant-phShow all

8 papers · 1 filter

quant-ph2026

Achieving the limits of automorphism gates

Jin Ming Koh, Shayan Majidy, Aranya Chakraborty +3

Universal fault-tolerant quantum computing combines versatile but expensive operations with specialized but cheap ones. Its efficiency depends on how much computation can be pushed…

quant-ph2026

Magic State Distillation via Codes over Binary Extension Fields

Anqi Gong, Christopher A. Pattison, Patrick Rall +1

Fault-tolerant quantum computation architectures are frequently bottlenecked by the overhead of producing high-fidelity magic states. In this work, we use algebraic geometric techn…

quant-ph2026

Entangling logical qubits without physical operations

Jin Ming Koh, Anqi Gong, Andrei C. Diaconu +6

Fault-tolerant logical entangling gates are essential for scalable quantum computing, but are limited by the error rates and overheads of physical two-qubit gates and measurements.…

quant-ph2025

Decoding quantum low density parity check codes with diffusion

Zejun Liu, Anqi Gong, Bryan K. Clark

An efficient decoder is essential for quantum error correction, and data-driven neural decoders have emerged as promising, flexible solutions. Here, we introduce a diffusion model…

quant-ph2024

Computation with quantum Reed-Muller codes and their mapping onto 2D atom arrays

Anqi Gong, Joseph M. Renes

We give a fault tolerant construction for error correction and computation using two punctured quantum Reed-Muller (PQRM) codes. In particular, we consider the self-…

quant-ph2024★ 3 cited

Toward Low-latency Iterative Decoding of QLDPC Codes Under Circuit-Level Noise

Anqi Gong, Sebastian Cammerer, Joseph M. Renes

We introduce a sliding window decoder based on belief propagation (BP) with guided decimation for the purposes of decoding quantum low-density parity-check codes in the presence of…

quant-ph2023★ 9 cited

Graph Neural Networks for Enhanced Decoding of Quantum LDPC Codes

Anqi Gong, Sebastian Cammerer, Joseph M. Renes

In this work, we propose a fully differentiable iterative decoder for quantum low-density parity-check (LDPC) codes. The proposed algorithm is composed of classical belief propagat…

quant-ph2023★ 1 cited

Improved Logical Error Rate via List Decoding of Quantum Polar Codes

Anqi Gong, Joseph M. Renes

The successive cancellation list decoder (SCL) is an efficient decoder for classical polar codes with low decoding error, approximating the maximum likelihood decoder (MLD) for sma…