Jhony H. Giraldo - Publications, H-index & Citations

Jhony H. Giraldo

imt - institut mines-telecom

12H指数

70论文数

530被引数

收录论文 9

发表时间

Subgraph Gaussian Embedding Contrast for Self-supervised Graph Representation Learning 子图高斯嵌入对比用于自监督图表示学习

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI

IF0

2026-01-01

PREAI

Xie, Shifeng; Einizade, Aref; Giraldo, Jhony H.

TEP-ones: A simple yet effective approach for transferability estimation of pruned backbones TEP-ones：一种简单而有效的方法，用于评估剪枝骨干网络的迁移性

Neurocomputing

IF6.5

2025-11-28

OAAI

Gabriele Spadaro; Andrea Bragagnolo; Riccardo Renzulli; Marco Grangetto; Jhony H. Giraldo; Attilio Fiandrotti; Enzo Tartaglione

Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2025-01-01

OAAI

Giraldo, Jhony H.; Einizade, Aref; Todorovic, Andjela; Castro-Correa, Jhon A.; Badiey, Mohsen; Bouwmans, Thierry; Malliaros, Fragkiskos D.

Gegenbauer Graph Neural Networks for Time-Varying Signal Reconstruction

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-09-01

OAAI

Castro-Correa, Jhon A.; Giraldo, Jhony H.; Badiey, Mohsen; Malliaros, Fragkiskos D.

Reconstruction of Time-Varying Graph Signals via Sobolev Smoothness

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2022-01-01

OAAI

Giraldo, Jhony H.; Mahmood, Arif; Garcia-Garcia, Belmar; Thanou, Dorina; Bouwmans, Thierry

SemiSegSAR: A Semi-Supervised Segmentation Algorithm for Ship SAR Images

ieee geoscience and remote sensing magazine

IF4.4

2022-01-01

OAAI

El Rai, Marwa Chendeb; Giraldo, Jhony H.; Al-Saad, Mina; Darweech, Muna; Bouwmans, Thierry

Blue-Noise Sampling on Graphs

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2019-09-01

OAAI

Parada-Mayorga, Alejandro; Lau, Daniel L.; Giraldo, Jhony H.; Arce, Gonzalo R.

Camera-trap images segmentation using multi-layer robust principal component analysis

VISUAL COMPUTER

IF2.9

2017-12-20

PREAI

Giraldo-Zuluaga, Jhony-Heriberto; Salazar, Augusto; Gomez, Alexander; Diaz-Pulido, Angelica

Automatic identification of Scenedesmus polymorphic microalgae from microscopic images

PATTERN ANALYSIS AND APPLICATIONS

IF2

2017-10-13

OAAI

Giraldo-Zuluaga, Jhony-Heriberto; Salazar, Augusto; Diez, German; Gomez, Alexander; Martinez, Tatiana; Vargas, J. F.; Penuela, Mariana

研究方向