CV

Professional title

• Certified AI Assistant Engineer, Beijing, 2023

Education

• M.S. in Mechanical Engineering, University of Southern California, 01/2019-12/2020
• B.E. in Mechanical Engineering, University of Science and Technology Beijing, 08/2014-06/2018

Work experience

• 02/2021-06/2024: Senior AI Research Engineer
  • BOE Technology Group Co., Ltd.

Intership experience

• 07/2018-12/2018: Space Utilization Center, Chinese Academy of Sciences

Publications

Cross-domain Multi-modal Few-shot Object Detection via Rich Text

Zeyu Shangguan, Daniel Seita, Mohammad Rostami (2025). "Cross-domain Multi-modal Few-shot Object Detection via Rich Text." WACV.

Decoupled DETR For Few-shot Object Detection

Zeyu Shangguan, Lian Huai, Tong Liu, Yuyu Liu, Xingqun Jiang (2024). "Decoupled DETR For Few-shot Object Detection." In Proceedings of the Asian Conference on Computer Vision, pp. 286-302. 2024.

Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector

Yuqian Fu, Yu Wang, Yixuan Pan, Lian Huai, Xingyu Qiu, Zeyu Shangguan, Tong Liu, Yanwei Fu, Luc Van Gool, Xingqun Jiang. "Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector." In European Conference on Computer Vision, pp. 247-264. Springer, Cham, 2025.

Improved Region Proposal Network for Enhanced Few-shot Object Detection

Zeyu Shangguan, Mohammad Rostami, "Improved Region Proposal Network for Enhanced Few-shot Object Detection." Neural Networks, vol. 2024, 106699, 0893-6080, 2024.

Test-Time Linear Out-of-Distribution Detection

Ke Fan, Tong Liu, Xingyu Qiu, Yikai Wang, Lian Huai, Zeyu Shangguan, Shuang Gou, Fengjian Liu, Yuqian Fu, Yanwei Fu, Xingqun Jiang, "Test-Time Linear Out-of-Distribution Detection." in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 23752-23761, 2024.

Identification of Novel Classes for Improving Few-Shot Object Detection

Zeyu Shangguan, Mohammad Rostami, "Identification of Novel Classes for Improving Few-Shot Object Detection" 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Paris, France, 2023, pp. 3348-3358, doi: 10.1109/ICCVW60793.2023.00360.

Few-shot Object Detection with Refined Contrastive Learning

Zeyu Shangguan, Huai Lian, Tong Liu, Xingqun Jiang, "Few-shot Object Detection with Refined Contrastive Learning" 2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI), Atlanta, GA, USA, 2023, pp. 991-996, doi: 10.1109/ICTAI59109.2023.00148.

Vision-Based Object Recognition and Precise Localization for Space Body Control

Zeyu Shangguan, Lingyu Wang, Jianquan Zhang, and Wenbo Dong, "Vision-Based Object Recognition and Precise Localization for Space Body Control" International Journal of Aerospace Engineering, vol. 2019, Article ID 7050915, 10 pages, 2019.

Honors

• BOE Prominent Individual (highest honor), 2023
• BOE Best Innovation Award, 2022
• BOE Rising Star, 2021
• Outstanding Graduates in Beijing, 2018
• People’s Scholarship in China, 2014-2015; 2015-2016; 2016-2017.
• USTB Merit Student Scholarship, 2016-2017.

Services

• Journal Reviewer:
  • Pattern Recognition
  • IET Image Processing
• Conference Reviewer:
  • ICLR2025
  • WACV2025
  • IJCNN2025
  • IJCNN2024
• Workshop Reviewer:
  • ICRA2024 Workshop 3D Manipulation
  • ICRA2024 Workshop Agile Robotics