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 San Francisco, attending the DAC conference. Feel free to say hi and chat!
News
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2024-04-05
🏆 Happy to share that I have been selected as the DAC2024 young fellow. I will attend the 61st Design Automation Conference from June 23rd to 27th in San Francisco, California. Feel free to reach out to me at the conference! -
2024-03-15
📃 Our paper "An Adaptive System for Wearable Devices to Detect Stress Using Physiological Signals" has been accepted to the CHI 2024 workshop PhysioCHI. I will attend the CHI 2024 conference from May 11th to 16th in Honolulu, Hawaii. Feel free to reach out to me at the conference! -
2023-08-20
🏫 Officially joined University of Notre Dame as a CSE graduate student! -
2023-06-30
🏆 I've successfully graduated from SUSTech and have had the honor of being selected as the outstanding graduate. -
2023-04-15
🏫 Excited to share that I will be joining CSE@ND as a Ph.D. student starting in the fall of 2023. I will be working under the guidance of Prof. Yiyu Shi! -
2023-02-20
🏥 Delighted to share that I will be starting my research internship in postoperative analysis of liver tumors at The First Affiliated Hospital, Sun Yat-sen University! -
2022-06-06
📃 Our paper "Automatic Cortical Cataract Classification Framework Based on AS-OCT Images" has been accepted to Computer Systems & Applications! -
2022-03-23
🔋 Thrilled to announce that I have been selected as a research intern in the Sustainable Computing Lab (SCL) at the University of Notre Dame, starting in July 2022. Looking forward to spending the summer and fall semester with my boyfriend Ningzhi 😺 in Notre Dame!
Publications
Arxiv 2022
Gelei Xu, Yawen Wu, Jingtong Hu, and Yiyu Shi
In Submission
[Paper PDF]
CSA 2022
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
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
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]