Wee Peng Tay

About Wee Peng Tay

Wee Peng Tay, With an exceptional h-index of 33 and a recent h-index of 23 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of information processing, graph signal processing, statistical privacy, robust machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Kernel Based Reconstruction for Generalized Graph Signal Processing

Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND

DistilVPR: Cross-Modal Knowledge Distillation for Visual Place Recognition

Multi-armed linear bandits with latent biases

Adversarial robustness in graph neural networks: A Hamiltonian approach

Coupling Graph Neural Networks with Fractional Order Continuous Dynamics: A Robustness Study

PointDifformer: Robust Point Cloud Registration with Neural Diffusion and Transformer

PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations

Wee Peng Tay Information

University

Position

___

Citations(all)

4230

Citations(since 2020)

2397

Cited By

2963

hIndex(all)

33

hIndex(since 2020)

23

i10Index(all)

84

i10Index(since 2020)

68

Email

University Profile Page

Google Scholar

Wee Peng Tay Skills & Research Interests

information processing

graph signal processing

statistical privacy

robust machine learning

Top articles of Wee Peng Tay

Kernel Based Reconstruction for Generalized Graph Signal Processing

arXiv preprint arXiv:2308.06949

2023/8/14

Wee Peng Tay
Wee Peng Tay

H-Index: 22

Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND

2023/10/13

DistilVPR: Cross-Modal Knowledge Distillation for Visual Place Recognition

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Multi-armed linear bandits with latent biases

Information Sciences

2024/3/1

Adversarial robustness in graph neural networks: A Hamiltonian approach

Advances in Neural Information Processing Systems

2024/2/13

Coupling Graph Neural Networks with Fractional Order Continuous Dynamics: A Robustness Study

arXiv preprint arXiv:2401.04331

2024/1/9

PointDifformer: Robust Point Cloud Registration with Neural Diffusion and Transformer

IEEE Transactions on Geoscience and Remote Sensing

2024/1/8

PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations

arXiv preprint arXiv:2401.03167

2024/1/6

Robustmat: Neural diffusion for street landmark patch matching under challenging environments

IEEE Transactions on Image Processing

2023/9/29

LPI Radar Signal Design Resistant to Identification by ESM Systems

IEEE Transactions on Aerospace and Electronic Systems

2023/9/19

Frequency Convergence of Complexon Shift Operators

arXiv preprint arXiv:2309.07169

2023/9/12

Wee Peng Tay
Wee Peng Tay

H-Index: 22

Generalized Graphon Process: Convergence of Graph Frequencies in Stretched Cut Distance

arXiv preprint arXiv:2309.05260

2023/9/11

Wee Peng Tay
Wee Peng Tay

H-Index: 22

The faces of Convolution: from the Fourier theory to algebraic signal processing

arXiv preprint arXiv:2307.07926

2023/7/16

Wee Peng Tay
Wee Peng Tay

H-Index: 22

Antonio Ortega
Antonio Ortega

H-Index: 36

Node embedding from neural Hamiltonian orbits in graph neural networks

2023/7/3

Leveraging label non-uniformity for node classification in graph neural networks

2023/7/3

Kai Zhao
Kai Zhao

H-Index: 9

Wee Peng Tay
Wee Peng Tay

H-Index: 22

RobustLoc: Robust camera pose regression in challenging driving environments

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Image patch-matching with graph-based learning in street scenes

IEEE Transactions on Image Processing

2023/6/5

Kernel ridge regression for generalized graph signal processing

2023/6/4

Wee Peng Tay
Wee Peng Tay

H-Index: 22

Modulo EEG Signal Recovery Using Transformer

2023/6/4

Tianyu Geng
Tianyu Geng

H-Index: 3

Wee Peng Tay
Wee Peng Tay

H-Index: 22

Graph neural convection-diffusion with heterophily

arXiv preprint arXiv:2305.16780

2023/5/26

See List of Professors in Wee Peng Tay University(Nanyang Technological University)

Co-Authors

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