Giraldo, Jhony H.

15 publications

TMLR 2025 A Fused Gromov-Wasserstein Approach to Subgraph Contrastive Learning Amadou Siaka Sangare, Nicolas Dunou, Jhony H. Giraldo, Fragkiskos D. Malliaros

WACV 2025 CATALOG: A Camera Trap Language-Guided Contrastive Learning Model Julian D. Santamaria, Claudia Isaza, Jhony H. Giraldo

NeurIPS 2025 Continuous Simplicial Neural Networks Aref Einizade, Dorina Thanou, Fragkiskos D. Malliaros, Jhony H. Giraldo

AAAI 2025 HYGENE: A Diffusion-Based Hypergraph Generation Method Dorian Gailhard, Enzo Tartaglione, Lirida Naviner, Jhony H. Giraldo

TMLR 2025 Piecewise Constant Spectral Graph Neural Network Vahan Martirosyan, Jhony H. Giraldo, Fragkiskos D. Malliaros

ECML-PKDD 2025 Subgraph Gaussian Embedding Contrast for Self-Supervised Graph Representation Learning Shifeng Xie, Aref Einizade, Jhony H. Giraldo

WACV 2025 WiGNet: Windowed Vision Graph Neural Network Gabriele Spadaro, Marco Grangetto, Attilio Fiandrotti, Enzo Tartaglione, Jhony H. Giraldo

NeurIPS 2024 Continuous Product Graph Neural Networks Aref Einizade, Fragkiskos D. Malliaros, Jhony H. Giraldo

ECCV 2024 Privacy-Preserving Adaptive Re-Identification Without Image Transfer Hamza Rami, Jhony H. Giraldo, Nicolas Winckler, Stéphane Lathuilière

WACV 2024 Source-Guided Similarity Preservation for Online Person Re-Identification Hamza Rami, Jhony H. Giraldo, Nicolas Winckler, Stéphane Lathuilière

NeurIPSW 2024 Variational Graph Contrastive Learning Shifeng Xie, Jhony H. Giraldo

ICCVW 2023 Few Labels Are Enough! Semi-Supervised Graph Learning for Social Interaction Nicola Corbellini, Jhony H. Giraldo, Giovanna Varni, Gualtiero Volpe

ICCVW 2023 Shannon Strikes Again! Entropy-Based Pruning in Deep Neural Networks for Transfer Learning Under Extreme Memory and Computation Budgets Gabriele Spadaro, Riccardo Renzulli, Andrea Bragagnolo, Jhony H. Giraldo, Attilio Fiandrotti, Marco Grangetto, Enzo Tartaglione

ICCVW 2021 Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos Jhony H. Giraldo, Sajid Javed, Naoufel Werghi, Thierry Bouwmans

ICCVW 2021 Moving Object Detection for Event-Based Vision Using Graph Spectral Clustering Anindya Mondal, Shashant R, Jhony H. Giraldo, Thierry Bouwmans, Ananda S. Chowdhury