Scholar
Deyu Meng
Google Scholar ID: an6w-64AAAAJ
Professor, Xi'an Jiaotong University
Machine Learning
Applied Mathematics
Computer Vision
Artificial Intelligence
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Citations
32,971
H-index
76
i10-index
255
Publications
20
Co-authors
18
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Publications
59 items
Sharper Analysis of Single-Loop Methods for Bilevel Optimization
2026
Cited
0
Randomized neural operator for parametric PDEs with fast training and conformal uncertainty quantification
2026
Cited
0
A Distributional View for Visual Mechanistic Interpretability: KL-Minimal Soft-Constraint Principle
2026
Cited
0
Deciphering Neural Reparameterized Full-Waveform Inversion with Neural Sensitivity Kernel and Wave Tangent Kernel
2026
Cited
0
Aligning Network Equivariance with Data Symmetry: A Theoretical Framework and Adaptive Approach for Image Restoration
2026
Cited
0
HIR-ALIGN: Enhancing Hyperspectral Image Restoration via Diffusion-Based Data Generation
2026
Cited
0
A Limit Theory of Foundation Models: A Mathematical Approach to Understanding Emergent Intelligence and Scaling Laws
2026
Cited
0
The First Challenge on Remote Sensing Infrared Image Super-Resolution at NTIRE 2026: Benchmark Results and Method Overview
2026
Cited
0
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Resume (English only)
Co-authors
18 total
Qian Zhao
Xi'an Jiaotong University
Wangmeng Zuo
School of Computer Science and Technology, Harbin Institute of Technology
Qi Xie
Xi'an Jiaotong University
Lei Zhang
Chair Professor, Dept. of Computing, The Hong Kong Polytechnic University
Xiangyong Cao (曹相湧)
Associate Professor, Xi'an Jiaotong University
Chenqiang Gao (高陈强)
Professor, Sun Yat-sen University
Alex Hauptmann
Carnegie Mellon University
Jun Shu (束俊)
School of Mathematics & Statistics, Xi'an Jiaotong University