Karelia Pena-Pena - Publications, H-index & Citations

Karelia Pena-Pena

University of Delaware

7H指数

22论文数

152被引数

收录论文 8

发表时间

T-HyperGNNs: Hypergraph Neural Networks via Tensor Representations T-hypergnns: 基于张量表示的超图神经网络

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-03-01

OAAI

Wang, Fuli; Pena-Pena, Karelia; Qian, Wei; Arce, Gonzalo R.

HyperHeight LiDAR Compressive Sampling and Machine Learning Reconstruction of Forested Landscapes

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

OAAI

Ramirez-Jaime, Andres; Pena-Pena, Karelia; Arce, Gonzalo R.; Harding, David; Stephen, Mark; MacKinnon, James

Transformer End-to-End Optimization of Compressive LiDARs Using Imaging Spectroscopy Side Information

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

OAAI

Porras-Diaz, Nestor; Ramirez-Jaime, Andres; Arce, Gonzalo R.; Pena-Pena, Karelia; Harding, David; Stephen, Mark; MacKinnon, James; Vargas, Rodrigo

Learning Hypergraphs Tensor Representations From Data via t-HGSP 通过t-hgsp从数据中学习超图张量表示

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2024-01-01

PREAI

Pena-Pena, Karelia; Taipe, Lucas; Wang, Fuli; Lau, Daniel L.; Arce, Gonzalo R.

t-HGSP: Hypergraph Signal Processing Using t-Product Tensor Decompositions

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2023-01-01

PREAI

Pena-Pena, Karelia; Lau, Daniel L.; Arce, Gonzalo R.

QRnet: fast learning-based QR code image embedding

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2022-02-16

PREAI

Pena-Pena, Karelia; Lau, Daniel L.; Arce, Andrew J.; Arce, Gonzalo R.

Fast spectral clustering method based on graph similarity matrix completion

SIGNAL PROCESSING

IF3.6

2021-12-01

PREAI

Ma, Xu; Zhang, Shengen; Pena-Pena, Karelia; Arce, Gonzalo R.

Blue-Noise Sampling of Graph and Multigraph Signals: Dithering on Non-Euclidean Domains

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2020-11-01

OAAI

Lau, Daniel L.; Arce, Gonzalo R.; Parada-Mayorga, Alejandro; Dapena, Daniela; Pena-Pena, Karelia

研究方向