Jinyang Li
Publications

Publications

Peer-reviewed publications and manuscripts under review. For citation metrics and the most current indexing, see Google Scholar.

Peer-Reviewed Journal Articles

2025
Computational Performance Bounds Prediction in Quantum Computing with Unstable Noise
Jinyang Li, Samudra Dasgupta, Yuhong Song, Lei Yang, Travis Humble, Weiwen Jiang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)
2025
QuSplit: Achieving Both High Fidelity and Throughput via Job Splitting on Noisy Quantum Computers
Jinyang Li, Yuhong Song, Yipei Liu, Jianli Pan, Lei Yang, Travis Humble, Weiwen Jiang
Quantum Machine Intelligence

Peer-Reviewed Conference Publications

2026
TuneQEC: Noise-Aided Open Quantum Simulation via Tunable Quantum Error Correction
Lingjun Xiong, Jinyang Li, Lei Yang, Yu Zhang, Weiwen Jiang
IEEE/ACM International Conference on Computer-Aided Design (ICCAD)Accepted
2024
Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset
Yi Sheng, Junhuan Yang, Jinyang Li, Alaina James, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Lei Yang, Weiwen Jiang
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)
2024
QUAPPROX: A Framework for Benchmarking the Approximability of Variational Quantum Circuit
Jinyang Li, Ang Li, Weiwen Jiang
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2023
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices
Jinyang Li, Zhepeng Wang, Zhirui Hu, Prasanna Date, Ang Li, Weiwen Jiang
IEEE International Conference on Quantum Computing and Engineering (QCE)
2023
Carbon Emissions of Quantum Circuit Simulation: More than You Would Think
Jinyang Li, Qiang Guan, Dingwen Tao, Weiwen Jiang
International Green and Sustainable Computing Conference (IGSC)
2023
QuMoS: A Framework for Preserving Security of Quantum Machine Learning Model
Zhepeng Wang, Jinyang Li, Zhirui Hu, Blake Gage, Elizabeth Iwasawa, Weiwen Jiang
IEEE International Conference on Quantum Computing and Engineering (QCE)
2022
On the Design of Quantum Graph Convolutional Neural Network in the NISQ-Era and Beyond
Zhirui Hu, Jinyang Li, Zhenyu Pan, Shanglin Zhou, Lei Yang, Caiwen Ding, Omer Khan, Tong Geng, Weiwen Jiang
IEEE International Conference on Computer Design (ICCD)

Manuscripts Under Review

Under Review
AutoQEC: Design Automation for End-to-End Implementation of Quantum Error Correction Codes toward Fault-Tolerant Variational Quantum Circuits
Yuhong Song, Jinyang Li, Yipei Liu, Lei Yang, Travis Humble, Weiwen Jiang
ACM Transactions on Quantum Computing