Shixin Xu
Scholar

Shixin Xu

Google Scholar ID: B_EXPIAAAAAJ
Duke Kunshan Univeristy
machine learningmath biologyelectrodynamicsmoving contact lines
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Citations & Impact
All-time
Citations
631
 
H-index
14
 
i10-index
24
 
Publications
20
 
Co-authors
0
 
Publications
12 items
Interpretable Fundus Image Classification via Ring-Based Retinal Vasculature Features
2026
Cited
0
StageGuard: Physiologically Constrained Sleep Staging
2026
Cited
0
TabLoRA: Parameter-Efficient Low-Rank Ensemble Learning for Large-Scale Tabular Data
2026
Cited
0
TWLR: Text-Guided Weakly-Supervised Lesion Localization and Severity Regression for Explainable Diabetic Retinopathy Grading
2025
Cited
0
Efficient Global-Local Fusion Sampling for Physics-Informed Neural Networks
2025
Cited
0
Brain-Inspired Perspective on Configurations: Unsupervised Similarity and Early Cognition
2025
Cited
0
Mixing Configurations for Downstream Prediction
2025
Cited
0
TIME: TabPFN-Integrated Multimodal Engine for Robust Tabular-Image Learning
2025
Cited
0
Resume
Research Experience
  • 08/2019–Present: Assistant Professor, Duke Kunshan University
  • 08/2017–08/2019: Postdoc, Fields Institute, Toronto, Canada (with Dr. Arvind Gupta & Dr. Huaxiong Huang)
  • 07/2016–07/2017: Postdoc, University of California, Riverside (with Dr. Mark Alber & Dr. Zhiliang Xu)
  • 07/2015–06/2016: Postdoc, University of Notre Dame (with Dr. Mark Alber & Dr. Zhiliang Xu)
  • 07/2013–06/2015: Postdoc, National University of Singapore (with Dr. Weiqing Ren)
  • 03/2012–05/2013: Visitor, Penn State University (with Dr. Chun Liu)
  • 04/2012–08/2012: Visitor, University of Wuerzburg (with Dr. Anja Schlömerkemper)