Guanchun Wang
Short Bio
I am currently working as a post-doc at Xidian University, supervised by Prof. Xiangrong Zhang. My research interests include weakly supervised learning, object detection, and remote sensing image analysis.
Recently, I'm working on weakly supervised object detection and semantic segmentation, and hyperspectral image analysis.
Education
- 2021.3 - 2024.6 Ph.D. in the School of Artificial Intelligence, Xidian University, supervised by Prof. Xiangrong Zhang.
- 2019.9 - 2021.3 M.E. in the School of Artificial Intelligence, Xidian University, supervised by Prof. Xiangrong Zhang.
- 2015.9 - 2019.6 B.E. in the School of Artificial Intelligence, Xidian University.
News
[2025.01] One paper is accepted by TGRS.
[2025.01] One paper is accepted by TCSVT.
[2024.09] One collaborative paper is accepted by JSTSP.
[2024.04] One paper is accepted by TNNLS.
[2024.01] One collaborative paper is accepted by TGRS.
[2023.09] One collaborative paper is accepted by GRSM.
[2023.08] One collaborative paper is accepted by TGRS.
[2023.07] One collaborative paper is accepted by ICCV.
[2023.06] One paper is accepted by TGRS.
[2023.05] One collaborative paper is accepted by TGRS.
[2023.04] One collaborative paper is accepted by IGARSS.
[2023.01] One paper is accepted by ISPRS.
[2022.07] One paper is accepted by IJCAI.
[2020.09] One paper is accepted by TGRS.
[2020.09] One collaborative paper is accepted by IGARSS.
Publications
[1] G. Wang, X. Zhang, Z. Peng, T. Zhang, L. Jiao, “S2Mamba: A Spatial-spectral State Space Model for Hyperspectral Image Classification”, IEEE Transactions on Geoscience and Remote Sensing (TGRS), (SCI Q1, IF=7.5).
[2] G. Wang, X. Zhang, Z. Peng, S. Tian, T. Zhang, X. Tang, L. Jiao, “OraL: An Observational Learning Paradigm for Unsupervised Hyperspectral Change Detection”, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), (SCI Q1 Top, IF=8.3).
[3] G. Wang, X. Zhang, Z. Peng, X. Jia, X. Tang, L. Jiao, “MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning”, ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS), (SCI Q1 Top, IF=12.7).
[4] G. Wang, X. Zhang, Z. Peng, X. Tang, H. Zhou, L. Jiao, “Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information”, International Joint Conference on Artificial Intelligence (IJCAI), (CCF A).
[5] G. Wang, X. Zhang, Z. Peng, T. Zhang, X. Tang, H. Zhou, L. Jiao, “Negative Deterministic Information based Multiple Instance Learning for Weakly Supervised Object Detection and Segmentation”, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), (SCI Q1 Top, IF=10.4).
[6] G. Wang, X. Zhang, P. Zhu, X. Tang, P. Chen, L. Jiao, H. Zhou, “High-Quality Angle Prediction for Oriented Object Detection in Remote Sensing Images”, IEEE Transactions on Geoscience and Remote Sensing (TGRS), (SCI Q1 Top, IF=8.2).
[7] X. Zhang, G. Wang, P. Zhu, T. Zhang, C. Li, L. Jiao, “GRS-Det: An anchor-free rotation ship detector based on Gaussian-mask in remote sensing images”, IEEE Transactions on Geoscience and Remote Sensing (TGRS), (SCI Q1 Top, IF=8.2).
[8] Z. Peng, G. Wang, L. Xie, D. Jiang, W. Shen, Q. Tian, “USAGE: A Unified Seed Area Generation Paradigm for Weakly Supervised Semantic Segmentation”, International Conference on Computer Vision (ICCV), (CCF A).
[9] X. Zhang, T. Zhang, G. Wang, P. Zhu, X. Tang, X. Jia, L. Jiao, “Remote Sensing Object Detection Meets Deep Learning: A Meta-review of Challenges and Advances”, IEEE Geoscience and Remote Sensing Magazine (GRSM), (SCI Q1 Top, IF=14.6).
[10] X. Zhang, S. Tian, G. Wang, X. Tang, J. Feng, L. Jiao, “CAST: A CAscade Spectral aware Transformer for Hyperspectral Image Change Detection”, IEEE Transactions on Geoscience and Remote Sensing (TGRS), (SCI Q1 Top, IF=8.2).
[11] X. Zhang, X. Fan, G. Wang, P. Chen, X. Tang, L. Jiao, “MFGNet: Multi-branch Feature Generation Networks for Few-Shot Remote Sensing Scene Classification”, IEEE Transactions on Geoscience and Remote Sensing (TGRS), (SCI Q1 Top, IF=8.2).
[12] S. Tian, X. Zhang, G. Wang, X. Han, P. Chen, X. Cheng, “CTACL: Hyperspectral Image Change Detection based on Adaptive Contrastive Learning”, IEEE International Geoscience and Remote Sensing Symposium (IGRASS), (EI).
[13] Z. Peng, G. Wang, X. Zhang, X. Tang, L. Gao, L. Jiao, “A Learnable Blur Kernel for Remote Sensing Image Retrieval”, IEEE International Geoscience and Remote Sensing Symposium (IGRASS), (EI).
[14] T. Zhang, X. Zhang, X. Zhu, G. Wang, X. Han, X. Tang, L. Jiao, “Multistage Enhancement Network for Tiny Object Detection in Remote Sensing Images”, IEEE Transactions on Geoscience and Remote Sensing (TGRS), (SCI Q1 Top, IF=8.2).
[15] X. Zhang, Y. Chen, G. Wang, Y. Zhang, L. Jiao, “EDDA: An Efficient Divide-and-Conquer Domain Adapter for Automatics Modulation Recognition”, IEEE Journal of Selected Topics in Signal Processing (JSTSP), (SCI Q1, IF=8.7).
Reviewer
ACM Multimedia (MM)
IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS)
British Machine Vision Conference (BMVC)
IEEE Transactions on Geoscience and Remote Sensing (TGRS)
Pattern recognition (PR)
IEEE Geoscience and Remote Sensing Letters (GRSL)
IEEE Transactions on Human-Machine Systems
ACTA AUTOMATICA SINICA
PeerJ Computer Science
IEEE Access
