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MA Xiao
PhD student, Singapore Management University
Joined
January 2025
Names
MA Xiao
(Preferred)
,
Xiao Ma
Emails
****@phdcs.smu.edu.sg
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
ORCID
Career & Education History
PhD student
Singapore Management University
(smu.edu.sg)
2022
–
2026
MS student
Beijing Institute of Technology
(bit.edu.cn)
2019
–
2022
Undergrad student
Beijing Institute of Technology
(bit.edu.cn)
2015
–
2019
Advisors, Relations & Conflicts
PhD Advisor
Dong Ma
Present
Coauthor
Young D. Kwon
Present
Coauthor
Hezhe Qiao
Present
Coworker
Manh Pham Hung
Present
Coauthor
Ting Dang
Present
Coauthor
Shengfeng He
Present
Expertise
Embedded Machine Learning
Present
Ensemble Machine Learning
Present
Publications
Efficient Test-Time Adaptation via Decoupled BN Update For Edge Devices
MA Xiao
,
Young D. Kwon
,
Dong Ma
TTU at ICLR 2026 (Main)
Readers:
Everyone
Architecture-Agnostic Test-Time Adaptation via Backprop-Free Embedding Alignment
MA Xiao
,
Young D. Kwon
,
Pan Zhou
,
Dong Ma
ICLR 2026 Poster
Readers:
Everyone
Co-Authors
Dong Ma
Pan Zhou
Young D. Kwon