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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Homepage
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Google Scholar
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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
CV
Open ↗
GitHub
Open ↗
LinkedIn
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Publications
19 items
AgentDS Technical Report: Benchmarking the Future of Human-AI Collaboration in Domain-Specific Data Science
2026
Cited
0
Scalable Dexterous Robot Learning with AR-based Remote Human-Robot Interactions
2026
Cited
0
GRAB: An LLM-Inspired Sequence-First Click-Through Rate Prediction Modeling Paradigm
2026
Cited
0
TopoDIM: One-shot Topology Generation of Diverse Interaction Modes for Multi-Agent Systems
2026
Cited
0
Can Agentic AI Match the Performance of Human Data Scientists?
2025
Cited
0
Asymptotic critical transmission radii in random geometry graphs over three-dimensional regions
2025
Cited
0
An Efficient 3D Latent Diffusion Model for T1-contrast Enhanced MRI Generation
2025
Cited
0
Private Queries with Sigma-Counting
2025
Cited
0
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Resume (English only)
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
14 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
Co-author 4
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
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