SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator S Gong, L Chen, M Bronstein, S Zafeiriou IEEE International Conference on Computer Vision Workshops (ICCV-W), 2019 | 173 | 2019 |
Geometrically Principled Connections in Graph Neural Networks S Gong, M Bahri, MM Bronstein, S Zafeiriou IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 | 31 | 2020 |
Exploring palatal and dental shape variation with 3D shape analysis and geometric deep learning N Nauwelaers, H Matthews, Y Fan, B Croquet, H Hoskens, S Mahdi, ... Orthodontics & craniofacial research 24, 134-143, 2021 | 23 | 2021 |
Shape my face: registering 3D face scans by surface-to-surface translation M Bahri, E O’Sullivan, S Gong, F Liu, X Liu, MM Bronstein, S Zafeiriou International Journal of Computer Vision 129 (9), 2680-2713, 2021 | 20 | 2021 |
Attributed random walk as matrix factorization L Chen, S Gong, J Bruna, M Bronstein neural information processing systems, graph representation learning workshop, 2019 | 20 | 2019 |
Predicting anticancer hyperfoods with graph convolutional networks G Gonzalez, S Gong, I Laponogov, M Bronstein, K Veselkov Human Genomics 15 (1), 33, 2021 | 16 | 2021 |
Multi-scale part-based syndrome classification of 3D facial images SS Mahdi, H Matthews, N Nauwelaers, M Vanneste, S Gong, G Bouritsas, ... Ieee Access 10, 23450-23462, 2022 | 10 | 2022 |
Matching 3D facial shape to demographic properties by geometric metric learning: a part-based approach SS Mahdi, N Nauwelaers, P Joris, G Bouritsas, S Gong, S Walsh, ... IEEE transactions on biometrics, behavior, and identity science 4 (2), 163-172, 2021 | 9 | 2021 |
3D facial matching by spiral convolutional metric learning and a biometric fusion-net of demographic properties SS Mahdi, N Nauwelaers, P Joris, G Bouritsas, S Gong, S Bokhnyak, ... 2020 25th International Conference on Pattern Recognition (ICPR), 1757-1764, 2021 | 7 | 2021 |
Generative geometric neural networks for 3d shape modelling M Bronstein, S Gong, M Bahri, G Bouritsas, S Zafeiriou, S Bokhnyak US Patent App. 16/869,294, 2021 | 6 | 2021 |
Graph Attentional Autoencoder for Anticancer Hyperfood Prediction G Gonzalez, S Gong, I Laponogov, K Veselkov, M Bronstein Neural Information Processing Systems Workshops (NeurIPS-W), 2020 | 4 | 2020 |
A 3D clinical face phenotype space of genetic syndromes using a triplet-based singular geometric autoencoder SS Mahdi, E Caldeira, H Matthews, M Vanneste, N Nauwelaers, M Yuan, ... IEEE Access, 2024 | 2 | 2024 |
3D Facial Matching by Spiral Convolutional Metric Learning and a Biometric Fusion-Net of Demographic Properties S Sadat Mahdi, N Nauwelaers, P Joris, G Bouritsas, S Gong, S Bokhnyak, ... arXiv e-prints, arXiv: 2009.04746, 2020 | | 2020 |
Geometric Deep Learning S Gong Master’s thesis, Imperial College London, 2018 | | 2018 |