Bio

Weipeng Shi is currently a lecturer in the Department of Artificial Intelligence, School of Electrical Engineering and Automation, Jiangsu Normal University. He received his Ph.D in 2024 from the School of Instrument Science And Engineering at Southeast University, advised by Prof. Wenhu Qin. Before pursuing his Ph.D degree, he worked as a research engineer in State Grid Electric Power Research Institute. Prior to this working experience, he received a Master’s degree from Hohai University, advised by Prof. Yonghui Sun. He serves as the reviewer of a series of high-quality journals, such as NPJ Climate and Atmospheric Science(Nature Partner Journals), IEEE Transactions on Intelligent Transportation Systems, IEEE Transactions on Industrial Informatics,IEEE Transactions on Industrial Electronics,Artificial Intelligence Review, Knowledge-Based Systems and so on.

Key Research Interests

The primary research area involves in Computer Vision as well as the application in Remote Sensing、Unmanned Aerial Vehicle and L2 Assisted Driving. Specifically, he has been working on the following topics:

Key Issues

UAV-based Land Cover Classification: Robust interpretation of land covers under various climatic conditions, such as fog, rain, and snow;

Adversarial Attack and Defense:Deceive and strengthen UAV perception systems;

Visual Language Models for Earth Observation: Large Language and Vision Modeling for high-quality understanding of Remote Sensing Images.

News

2024.6.8 It was a great honor to meet Prof. Lin and thanks for the guidance.
2024.2.22 I received my Ph.D. degree from Southeast University, and I am very grateful to Prof. Qin for the guidance, and to teachers, classmates, and family members who helped me during several years of study.Deeply appreciative of suggestions from Ph.D defense committee members(Prof.Lu,Prof.Lu, Prof.Jiang, Prof.Yu, Prof.Wang, Prof.Sun)!
2024.2.22 Paper ‘Learning Rich Multimodal Representation for Robust Land Cover Classification in Fog’ has been accepted by IEEE Sensors Journal.
2023.12.6 Paper ‘Semantic Representation Fusion-Based Network for Robust Land Cover Classification in Foggy Conditions’ has been accepted by IEEE Transactions on Geoscience and Remote Sensing.
2023.2.28 Spring has arrived in our family! Thank you to my wife and Thanks my parents for the care!“
2023.1.1 Paper ‘Research on Active State of Charge Balance of Battery Pack Based on Two Controllable Flyback Converters’ has been accepted by Journal of Energy Storage.
2022.11.7 Paper ‘State of Charge Estimation of Lithium-Ion Batteries with Non-Negligible Outlier Observations Based on Student’s-T Filter’’ has been accepted by Journal of Energy Storage.
2024.2.22 Paper ‘Towards Robust Semantic Segmentation of Land Covers in Foggy Conditions’ has been accepted by Remote Sensing.
2024.2.22 Paper ‘State of Charge Estimation of Lithium-Ion Battery under Time-Varying Noise Based on Variational Bayesian Estimation Methods’ has been accepted by Journal of Energy Storage.
2024.2.22 Paper ‘Land Cover Classification in Foggy Conditions: Toward Robust Models’ has been accepted by IEEE Geoscience and Remote Sensing Letters.