He-Liang Huang

According to our database, He-Liang Huang authored at least 10 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Sample-efficient quantum error mitigation via classical learning surrogates.

Wei-You Liao, Ge Yan, Yujin Song, Tian-Ci Tian, Wei-Ming Zhu, De-Tao Jiang, Yuxuan Du, He-Liang Huang

CoRR, November, 2025

Demonstration of Efficient Predictive Surrogates for Large-scale Quantum Processors.

Wei-You Liao, Yuxuan Du, Xinbiao Wang, Tian-Ci Tian, Yong Luo, Bo Du, Dacheng Tao, He-Liang Huang

CoRR, July, 2025

AI-Powered Algorithm-Centric Quantum Processor Topology Design.

Tian Li, Xiao-Yue Xu, Chen Ding, Tian-Ci Tian, Wei-You Liao, Shuo Zhang, He-Liang Huang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

How to Design a Classically Difficult Random Quantum Circuit for Quantum Computational Advantage Experiments.

He-Liang Huang, Youwei Zhao, Chu Guo

Intell. Comput., 2024

2022

Quantum-Inspired Support Vector Machine.

Chen Ding, Tian-Yi Bao, He-Liang Huang

IEEE Trans. Neural Networks Learn. Syst., 2022

Near-Term Quantum Computing Techniques: Variational Quantum Algorithms, Error Mitigation, Circuit Compilation, Benchmarking and Classical Simulation.

He-Liang Huang, Xiao-Yue Xu, Chu Guo, Guojing Tian, Shi-Jie Wei, Xiaoming Sun, Wansu Bao, Gui-Lu Long

CoRR, 2022

Active Learning on a Programmable Photonic Quantum Processor.

Chen Ding, Xiao-Yue Xu, Yun-Fei Niu, Shuo Zhang, Wansu Bao, He-Liang Huang

CoRR, 2022

Parameter-Parallel Distributed Variational Quantum Algorithm.

Yun-Fei Niu, Shuo Zhang, Chen Ding, Wansu Bao, He-Liang Huang

CoRR, 2022

2019

Variational Quantum Circuits for Quantum State Tomography.

Yong Liu, Dongyang Wang, Shichuan Xue, Anqi Huang, Xiang Fu, Xiaogang Qiang, Ping Xu, He-Liang Huang, Mingtang Deng, Chu Guo, Xuejun Yang, Junjie Wu

CoRR, 2019

Quantum-Inspired Support Vector Machine.

Chen Ding, Tian-Yi Bao, He-Liang Huang

CoRR, 2019