Scholar
Jie Ding
Google Scholar ID: ZyqvoqcAAAAJ
Associate Professor, University of Minnesota Twin Cities
machine learning
statistics
signal processing
deep learning
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Citations & Impact
All-time
Citations
2,863
H-index
19
i10-index
42
Publications
20
Co-authors
14
list available
Contact
Email
dingj@umn.edu
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Publications
28 items
Trustworthy Method Comparison with AI Judges: Estimation and Design under Order, Batch, and Aggregation Effects
2026
Cited
0
An Uncertainty-Guided Digital Twin Framework for Online Adaptive Proton Therapy in Head and Neck Cancer: A Feasibility Study
2026
Cited
0
A digital-twin framework for forecasting treatment-day imaging with contour uncertainty in adaptive proton radiotherapy
2026
Cited
0
APEx: Distillation of Agent Procedural Experience for Adaptive Deep Research Question Answering
2026
Cited
0
Nonuniformity Principle in Human-AI Coworking
2026
Cited
0
TorchKM: A GPU-Oriented Library for Kernel Learning and Model Selection
2026
Cited
0
Accurate Large-sample Uncertainty Quantification using Stochastic Gradient Markov Chain Monte Carlo
2026
Cited
0
ADD for Multi-Bit Image Watermarking
2026
Cited
0
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Resume
Background
Associate Professor at the School of Statistics, University of Minnesota
Graduate faculty appointments in Electrical Engineering, Computer Science, and the Data Science Program
Core faculty member of the Data Science and AI Hub
Former Amazon Scholar with the Amazon AGI Team, focusing on foundation model training and post-training techniques
Co-founder of MorphMind, an AI platform automating R&D workflows for domain professionals
Developed and teaches the PhD course STAT 8931 - Generative AI, covering both theory and hands-on experience in LLM training and deployment
Co-authors
13 total
Enmao Diao
Ph.D.
Salman Avestimehr
Dean's Professor and Director of USC-Amazon Center on Trustworthy AI, USC
Mingyi Hong
Associate Professor, University of Minnesota; Amazon AGI
Jayanth Srinivasa
Cisco Research
Ashish Kundu
Head of Cybersecurity Research, Cisco Research
Anit Kumar Sahu
Oracle
Yu Xiang
Assistant Professor of Electrical and Computer Engineering, University of Utah
Na Li
Winokur Family Professor of Electrical Engineering and Applied Mathematics, Harvard