-->
I am a recent graduate from Anhui University. In 2023, I participated in a summer program at Nanyang Technological University, Singapore, which broadened my international academic experience. Since Fall 2024, I have been collaborating with the Video and Image Processing Laboratory (VIPER), where I work on image understanding and intelligent food analysis. In Spring 2026, I will continue my studies at the University of Michigan, focusing on data-centric modeling and visual analysis.
My research interests include visual recognition, food understanding, and health-related domains.
Email: wa2114214 AT stu.ahu.edu.cn

@misc{he2025longtailedcontinuallearningvisual,
title={Long-Tailed Continual Learning For Visual Food Recognition},
author={Jiangpeng He and Xiaoyan Zhang and Luotao Lin and Jack Ma and Heather A. Eicher-Miller and Fengqing Zhu},
year={2025},
eprint={2307.00183},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2307.00183},
}
@article{ma2024mfp3d,
title={MFP3D: Monocular Food Portion Estimation Leveraging 3D Point Clouds},
author={Ma, Jinge and Zhang, Xiaoyan and Vinod, Gautham and Raghavan, Siddeshwar and He, Jiangpeng and Zhu, Fengqing},
journal={arXiv preprint arXiv:2411.10492},
year={2024}
}
@InProceedings{10.1007/978-981-97-8496-7_36, author="Wang, Liwen and Zhang, Xiaoyan and He, Guannan and Tan, Ying and Li, Shengli and Pu, Bin and Jin, Zhe and Sha, Wen and Dong, Xingbo",
editor="Lin, Zhouchen and Cheng, Ming-Ming and He, Ran and Ubul, Kurban and Silamu, Wushouer and Zha, Hongbin and Zhou, Jie and Liu, Cheng-Lin",
title="Learning Frequency and Structure in UDA for Medical Object Detection",
booktitle="Pattern Recognition and Computer Vision",
year="2025",
publisher="Springer Nature Singapore",
address="Singapore",
pages="518--532"
}