Publications

You can also find my articles on my Google Scholar profile.

Conference Papers

Architecture-Agnostic Test-Time Adaptation via Backprop-Free Embedding Alignment
Xiao Ma, Young D. Kwon, Pan Zhou, Dong Ma
International Conference on Learning Representations (ICLR) 2026
💻 Code

DiTMoS: Delving into Diverse Tiny-Model Selection on Microcontrollers
Xiao Ma, Shengfeng He, Hezhe Qiao, Dong Ma
IEEE International Conference on Pervasive Computing and Communications (PerCom) 2024
🏆 Mark Weiser Best Paper Award
📄 Paper | 💻 Code | 📊 Slides

Lightweight and Non-Invasive User Authentication on Earables
Changshuo Hu, Xiao Ma, Dong Ma, Ting Dang
International Workshop on Mobile Computing Systems and Applications (HotMobile) 2022
📄 Paper

Journal Papers

Towards Diverse Tiny-Model Selection for Microcontrollers
Xiao Ma, Shengfeng He, Hezhe Qiao, Dong Ma
IEEE Transactions on Mobile Computing (TMC) 2025
📄 Paper

LR-Auth: Towards Practical Implementation of Implicit User Authentication on Earbuds
Changshuo Hu, Xiao Ma, Xinger Huang, Yiran Shen, Dong Ma
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) 2024
🏆 Distinguished Paper Award
📄 Paper

A damage detection system for inner bore of electromagnetic railgun launcher based on deep learning and computer vision
Yu Zhou, Ronggang Cao, Ping Li, Xiao Ma, Xueyi Hu, Fadong Li
Expert Systems with Applications 2022
📄 Paper

A calibration method of inner bore profile detecting on electromagnetic railgun
Xiao Ma, Ronggang Cao, Yu Zhou, Xueyi Hu, Fadong Li
IEEE Sensors Journal 2021
📄 Paper

Analysis about Change of the Armature’s Average Speed for an Experimental Rail Launcher
Ronggang Cao, Xiao Ma, Guangwei Zhang, Xueyi Hu, Yu Zhou
IEEJ Transactions on Electrical and Electronic Engineering 2021
📄 Paper

Last updated: February 2026