Ph.D. Student - Guanchen Ding

BS(WHU); MSc(WHU);

Research Interests

Semantic Communication, Computer Vision, Generative Model

Honors & Awards

• PolyU Presidential PhD Fellowship (2023)
• National scholarship for Postgraduates (2022)
• The First-class scholarship of Wuhan University (2018, 2021)
• 3rd Place in 5th AI City Challenge in CVPRW2021
• 2nd Place in 4th Vision Meets Drones, A Challenge in ICCVW2021
• Meritorious Winner in MCM/ICM Contest
• First Prize in Geoscientific Data Utilization Competition, APMCM Contest and Internet + Land and Resources Big Data Innovation Application Competition
• The ZhiZhuo scholarship of Wuhan University
• The Merit Student of Wuhan University (2018, 2019)
• The Excellent Student Leader Awards of Wuhan University (2019)

Selected Publications

Guanchen Ding, Lingbo Liu, Zhenzhong Chen, Changwen Chen: Domain-Agnostic Crowd Counting via Uncertainty-Guided Style Diversity Augmentation. ACM MM 2024. https://doi.org/10.1145/3664647.3681310

Guanchen Ding, Changwen Chen: Towards Omniscient Feature Alignment for Video Rescaling. ICASSP 2024. https://doi.org/10.1109/ICASSP48485.2024.10448113.

Guanchen Ding, Mingpeng Cui, Daiqing Yang, et. al.: Object Counting for Remote-Sensing Images via Adaptive Density Map-Assisted Learning. IEEE TGRS 2022. https://doi.org/10.1109/TGRS.2022.3208326.

Guanchen Ding, Daiqing Yang, et. al.: Crowd counting via unsupervised cross-domain feature adaptation. IEEE TMM 2022. https://doi.org/10.1109/TMM.2022.3180222.

Jingyuan Chen^*, Guanchen Ding^*, Yuchen Yang^*, et. al.: Dual-Modality Vehicle Anomaly Detection via Bilateral Trajectory Tracing. CVPR Workshop 2021. https://doi.org/10.1109/CVPRW53098.2021.00453.