Concepedia

Xingyu Xie

XX

19

Publications

953

Citations

15

H-Index

2016

Active since

Affiliations

Nanjing University of Aeronautics and Astronautics(Current)

Peking University

Beijing Academy of Artificial Intelligence

Nanjing University of Information Science and Technology

Singapore Management University

Xingyu Xie is an author at Nanjing University of Aeronautics and Astronautics specializing in engineering, machine vision, and inverse problems.

Top concepts

EngineeringMachine VisionData ScienceImage AnalysisComputer VisionInverse ProblemsComputer ScienceMachine LearningDeep LearningGeometry Modeling

Publications per year

2016–2024

19

Publications

19

Towards Understanding Convergence and Generalization of AdamW

Pan Zhou, Xingyu Xie, Zhouchen Lin et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 161 citations

t-Schatten-$p$ Norm for Low-Rank Tensor Recovery

Hao Kong, Xingyu Xie, Zhouchen Lin · IEEE Journal of Selected Topics in Signal Processing · 2018 · 125 citations

Mathematical Programming, Sparse Representation, Engineering +12

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

Xingyu Xie, Pan Zhou, Huan Li et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 109 citations

Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering

Jianlong Wu, Xingyu Xie, Liqiang Nie et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 96 citations · Full text

Geometric Learning, Graph Neural Network, Image Analysis +14

Implicit Block Diagonal Low-Rank Representation

Xingyu Xie, Xianglin Guo, Guangcan Liu et al. · IEEE Transactions on Image Processing · 2017 · 90 citations

Engineering, Representation Theory, Data Science +14

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