papers

Publications (9)

cs.CV2025

A Prototype-Guided Coarse Annotations Refining Approach for Whole Slide Images

Bingjian Yao, Weiping Lin, Yan He +2

The fine-grained annotations in whole slide images (WSIs) show the boundaries of various pathological regions. However, generating such detailed annotation is often costly, whereas…

quant-ph2025

Generation of 95-qubit genuine entanglement and verification of symmetry-protected topological phases

Tao Jiang, Jianbin Cai, Junxiang Huang +152

Symmetry-protected topological (SPT) phases are fundamental features of cluster states, serving as key resources for measurement-based quantum computation (MBQC). Generating large-…

quant-ph2026

Learning to Decode in Parallel: Self-Coordinating Neural Network for Real-Time Quantum Error Correction

Kai Zhang, Zhengzhong Yi, Shaojun Guo +13

Fast, reliable decoders are pivotal components for enabling fault-tolerant quantum computation (FTQC). Neural network decoders like AlphaQubit have demonstrated potential, achievin…

quant-ph2026

Surface code logical operations on a superconducting quantum processor

Weiping Lin, Shaojun Guo, Yuwei Ma +144

Fault-tolerant quantum computation requires logical operations that manipulate encoded information while preserving quantum error-correction protection. In planar surface-code arch…

cs.CV2025

Beyond Diagnostic Performance: Revealing and Quantifying Ethical Risks in Pathology Foundation Models

Weiping Lin, Shen Liu, Runchen Zhu +3

Pathology foundation models (PFMs), as large-scale pre-trained models tailored for computational pathology, have significantly advanced a wide range of applications. Their ability…

quant-ph2024

Low-Overhead Defect-Adaptive Surface Code with Bandage-Like Super-Stabilizers

Zuolin Wei, Tan He, Yangsen Ye +7

To make practical quantum algorithms work, large-scale quantum processors protected by error-correcting codes are required to resist noise and ensure reliable computational outcome…