Maxwell A Xu
Scholar

Maxwell A Xu

Google Scholar ID: 6u8-zusAAAAJ
CS PhD, University of Illinois Urbana-Champaign
self-supervised learninghealthmachine learningtime-series
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
217
 
H-index
8
 
i10-index
7
 
Publications
20
 
Co-authors
7
list available
Contact
Emailmaxu@illinois.eduCVOpen ↗TwitterOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
3 items
Bio-Inspired Self-Supervised Learning for Wrist-worn IMU Signals
2026
Cited
0
Leveraging Shared Prototypes for a Multimodal Pulse Motion Foundation Model
2025
Cited
0
Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2024 Symposium
2025
Cited
0
Resume (English only)
Academic Achievements
  • Recipient of the NSF Graduate Research Fellowship
  • Recipient of the Georgia Tech Presidential Fellowship
  • 2024 Apple AIML PhD Fellowship Finalist (one of 3 UIUC nominees)
  • 2nd Place Poster Award at the 11th Annual Jump ARCHES Symposium (2024)
  • Lead organizer of the NeurIPS 2025 Time-Series 4 Health workshop
  • Published multiple top-tier conference papers: ICLR 2024 (REBAR), ICLR 2025 (RelCon), ICLR 2026 (LSM-2, under review), NeurIPS 2022 (PulseImpute)
Co-authors
7 total
James M. Rehg
James M. Rehg
Founder Professor of Computer Science, University of Illinois at Urbana-Champaign
Daniel McDuff
Daniel McDuff
Google and University of Washington
Benjamin M. Marlin
Benjamin M. Marlin
Manning College of Information and Computer Sciences, UMass Amherst
Xin Liu
Xin Liu
Google | University of Washington
Shirley You Ren
Shirley You Ren
Applied Research Manager, Apple
Santosh Kumar
Santosh Kumar
Lillian & Morrie Moss Chair of Excellence Professor, Computer Science, University of Memphis
Jaya Narain
Jaya Narain
Apple