Jingreng Lei

According to our database, Jingreng Lei authored at least 11 papers between 2022 and 2026.

Collaborative distances:

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

2026

Model Evolution Under Zeroth-Order Optimization: A Neural Tangent Kernel Perspective.

Chen Zhang, Yuxin Cheng, Chenchen Ding, Shuqi Wang, Jingreng Lei, Runsheng Yu, Yik-Chung Wu, Ngai Wong

CoRR, March, 2026

A Unified Distributed Algorithm for Hybrid Near-Far Field Activity Detection in Cell-Free Massive MIMO.

Jingreng Lei, Yang Li, Ziyue Wang, Qingfeng Lin, Ya-Feng Liu, Yik-Chung Wu

IEEE Trans. Wirel. Commun., 2026

Unveiling the Power of Complex-Valued Transformers in Wireless Communications.

Yang Leng, Qingfeng Lin, Long-Yin Yung, Jingreng Lei, Yang Li, Yik-Chung Wu

IEEE Trans. Commun., 2026

2025

Statistic-Augmented, Decoupled MoE Routing and Aggregating in Autonomous Driving.

Wei-Bin Kou, Guangxu Zhu, Jingreng Lei, Chen Zhang, Yik-Chung Wu, Jianping Wang

CoRR, December, 2025

Mixture of Experts-Augmented Deep Unfolding for Activity Detection in IRS-Aided Systems.

Zeyi Ren, Qingfeng Lin, Jingreng Lei, Yang Li, Yik-Chung Wu

IEEE Wirel. Commun. Lett., September, 2025

Adverse Weather-Independent Framework Towards Autonomous Driving Perception through Temporal Correlation and Unfolded Regularization.

Wei-Bin Kou, Guangxu Zhu, Rongguang Ye, Jingreng Lei, Shuai Wang, Qingfeng Lin, Ming Tang, Yik-Chung Wu

CoRR, August, 2025

Deep Unfolding with Kernel-based Quantization in MIMO Detection.

Zeyi Ren, Jingreng Lei, Yichen Jin, Ermo Hua, Qingfeng Lin, Chen Zhang, Bowen Zhou, Yik-Chung Wu

CoRR, May, 2025

Enhancing Large Vision Model in Street Scene Semantic Understanding through Leveraging Posterior Optimization Trajectory.

Wei-Bin Kou, Qingfeng Lin, Ming Tang, Jingreng Lei, Shuai Wang, Rongguang Ye, Guangxu Zhu, Yik-Chung Wu

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

Distributed Activity Detection for Cell-Free Hybrid Near-Far Field Communications.

Jingreng Lei, Yang Li, Zeyi Ren, Qingfeng Lin, Ziyue Wang, Ya-Feng Liu, Yik-Chung Wu

Proceedings of the 2025 IEEE Global Communications Conference, 2025

2024

Understanding Complex-Valued Transformer for Modulation Recognition.

Jingreng Lei, Yang Li, Long-Yin Yung, Yang Leng, Qingfeng Lin, Yik-Chung Wu

IEEE Wirel. Commun. Lett., December, 2024

2022

A Wiener Filter Denoising Based Intelligent Modulation Recognition System.

Jingreng Lei, Juncheng Zhou, Zijun Jian, Heng Liu, Lin Zhang, Yan Feng, Zhiqiang Wu

Proceedings of the IEEE/CIC International Conference on Communications in China, 2022