Jikui Zhao

Dynamic and innovative Ph.D. candidate in Electrical and Computer Engineering, known for pioneering work in modulation recognition and machine learning.

Employs cutting-edge machine learning techniques to fuel innovation and push the boundaries in modulation recognition and signal processing.

Focused on Machine Learning and Automatic Modulation Recognition:

[1] Jikui Zhao, Huaxia Wang, et al. Few-Shot Open-Set Modulation Recognition Based on Signal Constellation and Meta-Learning, The International Joint Conference on Neural Networks (IJCNN), Under Review

[2] Jikui Zhao, Huaxia Wang, et al. Meta Supervised Contrastive Learning for Few-Shot Open-Set Modulation Classification with Signal Constellation, IEEE Communication Letter, 10.1109/LCOMM.2024.3363630

[3] Jikui Zhao, Huaxia Wang, et al. Graph-Based Distributed Control in Vehicular Communications Networks, Vehicular Technology Conference 2023, 10.1109/VTC2023-Spring57618.2023.10201143

[4] Jikui Zhao, Qi Cheng, et al. Large-Scale Foundation Model for Automatic Modulation Classification: A ViT-MAE and Constellation Approach, Wireless and Optical Communications Conference (WOCC), Under Review

[5] Jikui Zhao, Qi Cheng, et al. Large-Scale Vision Foundation Model for Automatic Modulation Classification, Expected to be submitted to a journal before August of 2024

[6] Jikui Zhao, Qi Cheng, et al. Automatic Modulation Classification based on Vision Transformer Feature Fusion, Expected to be submitted to a journal before August of 2024

Focused on Small Scale Metal Forming, Materials Characterization:

[1] Zhang, Bin, Jikui Zhao, et al. On the Failure Mechanisms of Cr-Coated 316 Stainless Steel in Bending Fatigue Tests, International Journal of Fatigue, 10.1016/j.ijfatigue.2020.105733

[2] Jikui Zhao, Zeng Lin, et al. The Progress of Application of Finite Element Analysis in Immediately Loading Dental Implant, 10th Vacuum Metallurgy and Surface Engineering conference, May 22-26th, 2011

[3] Jikui Zhao, Zeng Lin, et al. Study on surface energy and adsorption work of nitrogen doped titanium oxide films, 2011 National Symposium on Vacuum Metallurgy and Surface Engineering, 2011,5.20-21

[4] Jikui Zhao, Zeng Lin, et al. Finite element analysis on elastic stress of diamond-like carbon film, The 8th Asian-European International Conference on Plasma Surface Engineering, 2011.9.19-22, Dalian, China

Meta Supervised Contrastive Learning for Few-Shot Open-Set Modulation Classification with Signal Constellation