About me

I am a first year Ph.D. student in the Department of Computer Science and Engineering at the University of Notre Dame, advised by Prof. Yiyu Shi. I received my B.Eng. degree in the same department at Southern University of Science and Technology (SUSTech), where I am working with Prof. Jiang Liu at iMED.

My research mainly focus on on-device learning. I am also interested in AI for healthcare and Human-Computer Interaction. I am passionate about exploring the intersection of these areas to develop innovative solutions that can make an impact in technology and healthcare.

📢 I am currently in Honolulu, Hawaii, attending the CHI conference. Feel free to say hi and chat!

News

Publications




Arxiv 2022



CSA 2022
Automatic Cortical Cataract Classification Framework Based on AS-OCT Images
Gelei Xu*, Xiaoqing Zhang*, Zunjie Xiao, Risa Higashita, Wan Chen, Jin Yuan, and Jiang Liu
Computer Systems & Applications (CSA), 2022, 31(12)
[Paper PDF] [CSA Archive]


ICME 2022
Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification
Xiaoqing Zhang, Gelei Xu, Junyong Shen, Zunjie Xiao, Qiuyang Yan, Jin Yuan, Risa Higashita, Jiang Liu
2022 IEEE International Conference on Multimedia and Expo (ICME 2022)
[Paper PDF] [IEEE Xplore]



KBS 2022
CCA-Net: Clinical-awareness Attention Network for Nuclear Cataract Classification in AS-OCT
Xiaoqing Zhang, Zunjie Xiao, Lingxi Hu, Gelei Xu, Risa Higashita, Wan Chen, Jin Yuan, Jiang Liu
Knowledge-Based Systems (KBS), 2022, 250
[Paper PDF] [ScienceDirect]

© 2023 Gelei Xu