Zekun Niu

According to our database, Zekun Niu authored at least 6 papers between 2020 and 2026.

Collaborative distances:

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

2026

Optics GPT: The First Vertically Pre-trained Foundation Model for Optics and Optical Communications.

Zekun Niu, Kaida Chen, Nianheng Jiang, Xin Qin, Xiaoli Huo, Hui Chen, Cheng Deng, Zhixue He, Junjie Li, Weisheng Hu, Lilin Yi

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2026

2025

Joint Pre- and Post-Learned Perturbation Nonlinearity Compensation Optimization for Long-haul Optical Fiber Transmission Based on End-to-end Deep Learning.

Lyu Li, Zekun Niu, Junzhe Xiao, Weisheng Hu, Lilin Yi

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2025

2024

Improve the Fitting Accuracy of Deep Learning for the Nonlinear Schrödinger Equation Using Linear Feature Decoupling Method.

Yunfan Zhang, Zekun Niu, Minghui Shi, Weisheng Hu, Lilin Yi

CoRR, 2024

Enhancing Generalization in Neural Channel Model for Optical Fiber WDM Transmission through Learned Encoding of System Parameters.

Chuyan Zeng, Zekun Niu, Hang Yang, Minghui Shi, Weisheng Hu, Lilin Yi

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

2022

Fast and accurate waveform modeling of long-haul multi-channel optical fiber transmission using a hybrid model-data driven scheme.

Hang Yang, Zekun Niu, Haochen Zhao, Shilin Xiao, Weisheng Hu, Lilin Yi

CoRR, 2022

2020

Optical Fiber Channel Modeling Using Conditional Generative Adversarial Network.

Hang Yang, Zekun Niu, Lilin Yi, Shilin Xiao

CoRR, 2020