Hi, I'm Xiaopeng Ke, a pragmatic person.
Short Bio
I specialize in developing intelligent and practical methods for 3D shape measurement, specifically using techniques such as Structure Light Imaging.
The opportunity to construct a practical system for robot automation, incorporating amazing techniques such as LLM and 6D Object Detection, brings me immense satisfaction
You can reach me at mezereonxp@gmail.com or xiaopeng.ke@smail.nju.edu.cn. You can download my CV file by this link.
In 2019, I got my Bachelor’s degree in software engineering at NEU.
In 2023, I got my Master's degree in Computer Science and Technology at NJU.
News
One paper is accepted to ICASSP 2023!
Publications
GAPter: Gray-box Data Protector for Deep Learning Inference Services at User Side
Wu Hao, Bo Yang, Xiaopeng Ke, Siyi He, Fengyuan Xu, and Sheng Zhong.
2023 IEEE International Conference on Acoustics, Speech and Signal Processing. (ICASSP 2023, CCF-B)
Privacy-Preserving and Robust Federated Deep Metric Learning
Yulong Tian, Xiaopeng Ke, Zeyi Tao, Shaohua Ding, Fengyuan Xu, Qun Li, Hao Han, Sheng Zhong, Xinyi Fu.
2022 IEEE/ACM International Symposium on Quality of Service. (IWQoS 2022, CCF-B)
Automation Slicing and Testing for in-App Deep Learning Models
Hao Wu, Yuhang Gong, Xiaopeng Ke, Hanzhong Liang, Minghao Li, Fengyuan Xu, Yunxin Liu, Sheng Zhong
2022 Arxiv:2205.07228
Towards Practical and Efficient Long Video Summary
Xiaopeng Ke, Boyu Chang, Hao Wu, Fengyuan Xu, and Sheng Zhong.
2022 IEEE International Conference on Acoustics, Speech and Signal Processing. (ICASSP 2022, CCF-B)
Efficient Architecture Paradigm for Deep Learning Inference as a Service
Jin Yu, Xiaopeng Ke, Fengyuan Xu, and Hao Huang.
39th IEEE International Performance Computing and Communications Conference. (IPCCC 2020, CCF-C)
Experiences
ATEC Competition Season-II: Digital Currency Transaction Fraud Identification (Rank 4)
ACM MM2021 AIC Phase VII：Robust defense competition for e-commerce logo detection (21/36489)
Release a project "AnomalyDetectTool" at github with 83 stars.
Architecture Department of Xiaomi Company, Engineer Intern, Advised by Fu Wang, Mar 2018 - June 2018
Northeastern University, Undergraduate Student, Sept 2016 - June 2019
Awards
National Second Prize in Mathmatical Modeling Competition 2018
Huawei Named Scholarship 2018
Outstanding School League Members 2017
Third Prize of China Steel Mobile Application Innovation Contest 2017