Pengnian Cai

According to our database, Pengnian Cai authored at least 3 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Parallel structure of hybrid quantum-classical neural networks for image classification.

Zuyu Xu, Yuanming Hu, Tao Yang, Pengnian Cai, Kang Shen, Bin Lv, Shixian Chen, Jun Wang, Yunlai Zhu, Zuheng Wu, Yuehua Dai

Quantum Inf. Process., July, 2025

Enhancing quantum approximate optimization with CNN-CVaR integration.

Pengnian Cai, Kang Shen, Tao Yang, Yuanming Hu, Bin Lv, Liuhuan Fan, Zeyu Liu, Qi Hu, Shixian Chen, Yunlai Zhu, Zuheng Wu, Yuehua Dai, Fei Yang, Jun Wang, Zuyu Xu

Quantum Inf. Process., February, 2025

2024

Parallel proportional fusion of a spiking quantum neural network for optimizing image classification.

Zuyu Xu, Kang Shen, Pengnian Cai, Tao Yang, Yuanming Hu, Shixian Chen, Yunlai Zhu, Zuheng Wu, Yuehua Dai, Jun Wang, Fei Yang

Appl. Intell., November, 2024