Jack Xin
Scholar

Jack Xin

Google Scholar ID: b5r5ldYAAAAJ
Distinguished Professor of Mathematics, UC Irvine
Applied Computational MathMachine Learningand Applications
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
3,402
 
H-index
26
 
i10-index
64
 
Publications
20
 
Co-authors
0
 
Contact
CVOpen ↗
Publications
9 items
VideoSEMA: a scalable and efficient Mamba-like attention for video understanding
2026
Cited
0
On the Regularity and Generalization of One-Step Wasserstein-guided Generative Models for PDE-Induced Measures
2026
Cited
0
USEMA: a Scalable Efficient Mamba Like Attention for Medical Image Segmentation
2026
Cited
0
Evaluating AI Grading on Real-World Handwritten College Mathematics: A Large-Scale Study Toward a Benchmark
2026
Cited
0
Deep Image Prior with L0 Gradient Regularizer for Image Smoothing
2026
Cited
0
CrossLag: Predicting Major Dengue Outbreaks with a Domain Knowledge Informed Transformer
2025
Cited
0
Filter then Attend: Improving attention-based Time Series Forecasting with Spectral Filtering
2025
Cited
0
SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging
2025
Cited
0
Resume
Academic Achievements
  • Qualcomm Gift Award Recipient, 2025
  • Member of the National Academy of Artificial Intelligence (NAAI), 2025
  • NAAI Distinguished AI Scholar Award, 2025
  • NAAI Distinguished Speaker Award, 2025
  • Fellow of Asia-Pacific Artificial Intelligence Association (AAIA), 2024
  • Qualcomm Gift Award Recipient, 2024
  • Qualcomm Gift Award Recipient, 2023
  • Qualcomm Faculty Award Recipient, 2022
  • Fellow of the Society for Industrial and Applied Mathematics, 2021
  • Qualcomm Faculty Award Recipient, 2021
  • Fellow of the American Association for the Advancement of Science, 2020
  • Qualcomm Faculty Award Recipient, 2020
  • Qualcomm Faculty Award Recipient, 2019
  • Fellow of the American Mathematical Society, 2012
  • Fellow of the John Simon Guggenheim Memorial Foundation, 2003
Background
  • Distinguished Professor, UC Irvine. Department of Mathematics, School of Physical Sciences. Member of the Center for Complex Biological Systems and Center for Hearing Research.