Ruxin Zheng

According to our database, Ruxin Zheng authored at least 14 papers between 2022 and 2025.

Collaborative distances:

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

2025

Advancing Single-Snapshot DOA Estimation with Siamese Neural Networks for Sparse Linear Arrays.

Ruxin Zheng, Shunqiao Sun, Hongshan Liu, Yimin D. Zhang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Advancing High-Resolution and Efficient Automotive Radar Imaging through Domain-Informed 1D Deep Learning.

Ruxin Zheng, Shunqiao Sun, Hongshan Liu, Holger Caesar, Honglei Chen, Jian Li

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

The Impact of Artificial General Intelligence-Assisted Project-Based Learning on Students' Higher Order Thinking and Self-Efficacy.

Ruxin Zheng, Huifen Xu, Minjuan Wang, Jijian Lu

IEEE Trans. Learn. Technol., 2024

Supporting Teachers' Professional Development With Generative AI: The Effects on Higher Order Thinking and Self-Efficacy.

Jijian Lu, Ruxin Zheng, Zikun Gong, Huifen Xu

IEEE Trans. Learn. Technol., 2024

Research on damage effects of pHEMT low noise amplifiers under HPM injection.

Ruxin Zheng, Zhicheng Xue, Chengjie Li, Shiping Tang

IEICE Electron. Express, 2024

Redefining Automotive Radar Imaging: A Domain-Informed 1D Deep Learning Approach for High-Resolution and Efficient Performance.

Ruxin Zheng, Shunqiao Sun, Holger Caesar, Honglei Chen, Jian Li

CoRR, 2024

Separation of Cardiopulmonary Sound Signals for Classification of Respiratory Diseases.

Ruxin Zheng, Saeid Sanei

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2024

Antenna Failure Resilience: Deep Learning-Enabled Robust DOA Estimation with Single Snapshot Sparse Arrays.

Ruxin Zheng, Shunqiao Sun, Hongshan Liu, Honglei Chen, Mojtaba Soltanalian, Jian Li

Proceedings of the 58th Asilomar Conference on Signals, 2024

2023

Deep-Neural-Network-Enabled Vehicle Detection Using High-Resolution Automotive Radar Imaging.

Ruxin Zheng, Shunqiao Sun, Hongshan Liu, Teresa Wu

IEEE Trans. Aerosp. Electron. Syst., October, 2023

Deep Learning Based Computationally Efficient Unrolling IAA for Direction-of-Arrival Estimation.

Ruxin Zheng, Hongshan Liu, Shunqiao Sun, Jian Li

Proceedings of the 31st European Signal Processing Conference, 2023

4D Automotive Radar Exploiting Sparse Array Optimization and Compressive Sensing.

Ruxin Zheng, Shunqiao Sun, Wesley Kuo, Theagenis J. Abatzoglou, Matthew Markel

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Spectranet: A High Resolution Imaging Radar Deep Neural Network for Autonomous Vehicles.

Ruxin Zheng, Shunqiao Sun, David Scharff, Teresa Wu

Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022

A Deep Reinforcement Learning Approach for Integrated Automotive Radar Sensing and Communication.

Lifan Xu, Ruxin Zheng, Shunqiao Sun

Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022

A Deep Learning Approach for Doppler Unfolding in Automotive TDM MIMO Radar.

Ruxin Zheng, Hongshan Liu, Shunqiao Sun

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022