Xin Zheng

Quantum Sensing with Erasure Qubits

2023 · arXiv (Cornell University)

The dominant noise in an "erasure qubit" is an erasure -- a type of error whose occurrence and location can be detected. Erasure qubits have potential to reduce the overhead associated with fault tolerance. To …

Executing Natural Language-Described Algorithms with Large Language Models: An Investigation

2024 · arXiv (Cornell University)

Executing computer programs described in natural language has long been a pursuit of computer science. With the advent of enhanced natural language understanding capabilities exhibited by large language models (LLMs), the path toward this goal …

PAFedMIS: Personalized Asynchronous Federated Learning for Medical Image Segmentation

2025

As privacy protection gains momentum, federated learning has emerged as a cutting-edge approach in medical image analysis. However, the intricacies of medical image segmentation task have led to a dearth of research in this domain, …