Scholar
Jingxi Xu
Google Scholar ID: DZ-WjTIAAAAJ
Ph.D. student in Computer Science at Columbia University
Robotics
Machine Learning
Healthcare
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Citations & Impact
All-time
Citations
279
H-index
8
i10-index
8
Publications
20
Co-authors
22
list available
Contact
Twitter
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GitHub
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Publications
4 items
Robot Learning with Sparsity and Scarcity
2025
Cited
0
ReactEMG: Zero-Shot, Low-Latency Intent Detection via sEMG
2025
Cited
0
ChatEMG: Synthetic Data Generation to Control a Robotic Hand Orthosis for Stroke
IEEE Robotics and Automation Letters · 2024
Cited
0
Meta-Learning for Fast Adaptation in Intent Inferral on a Robotic Hand Orthosis for Stroke
IEEE/RJS International Conference on Intelligent RObots and Systems · 2024
Cited
4
Resume (English only)
Academic Achievements
Successfully defended PhD thesis in 2025 titled 'Robot Learning with Sparsity and Scarcity'
Paper 'GEOTACT' accepted to Autonomous Robots (AuRo) 2025; featured in IEEE Spectrum Video Friday
Paper 'ChatEMG' accepted to RA-L (2024)
2022 BioRob paper on thumb stabilization was a Best Paper Finalist
Hand orthosis for stroke patients featured in Columbia Engineering magazine (2022)
Recipient of Columbia University Computer Science Service Award (2024)
Recipient of Andrew P. Kosoresow Memorial Award for Excellence in Teaching and Service (2019)
Awarded Columbia University CA Fellowship (≤2% acceptance rate, 2018)
Published in top venues including RA-L, IROS, ICRA, CoRL, L4DC, CASE, and AuRo
Research Experience
Currently a Research Scientist at Boston Dynamics AI Institute (now rebranded as RAI Institute)
Member of ROAM Lab at Columbia University and REAL Lab at Stanford University
Former research intern at Boston Dynamics AI Institute
Visiting student at MIT with Leslie Pack Kaelbling and Tomás Lozano-Pérez
Visiting student at UPenn with Dinesh Jayaraman and Nikolai Matni
Co-authors
22 total
Matei Ciocarlie
Columbia University
Shuran Song
Stanford University
Joel Stein
Professor of Rehabilitation and Regenerative Medicine, Columbia University
Dawn M. Nilsen EdD, OTR/L, FAOTA
Professor, Rehabilitation & Regenerative Medicine, Programs in Occupational Therapy, Columbia
Ava Chen
Postdoctoral Researcher, Stanford University
Co-author 6
Iretiayo Akinola
Columbia University
Co-author 8
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