| Intriguing properties of neural networks C Szegedy, W Zaremba, I Sutskever, J Bruna, D Erhan, I Goodfellow, ... arXiv preprint arXiv:1312.6199, 2013 | 21233 | 2013 |
| Spectral networks and locally connected networks on graphs J Bruna arXiv preprint arXiv:1312.6203, 2013 | 7324 | 2013 |
| Geometric deep learning: going beyond euclidean data MM Bronstein, J Bruna, Y LeCun, A Szlam, P Vandergheynst IEEE Signal Processing Magazine 34 (4), 18-42, 2017 | 5106 | 2017 |
| Exploiting linear structure within convolutional networks for efficient evaluation EL Denton, W Zaremba, J Bruna, Y LeCun, R Fergus Advances in neural information processing systems 27, 2014 | 2303 | 2014 |
| Deep convolutional networks on graph-structured data M Henaff, J Bruna, Y LeCun arXiv preprint arXiv:1506.05163, 2015 | 2208 | 2015 |
| Invariant scattering convolution networks J Bruna, S Mallat IEEE transactions on pattern analysis and machine intelligence 35 (8), 1872-1886, 2013 | 2193 | 2013 |
| Geometric deep learning: Grids, groups, graphs, geodesics, and gauges MM Bronstein, J Bruna, T Cohen, P Veličković arXiv preprint arXiv:2104.13478, 2021 | 2031 | 2021 |
| Few-shot learning with graph neural networks V Garcia, J Bruna arXiv preprint arXiv:1711.04043, 2017 | 1207 | 2017 |
| Training convolutional networks with noisy labels S Sukhbaatar, J Bruna, M Paluri, L Bourdev, R Fergus arXiv preprint arXiv:1406.2080, 2014 | 825 | 2014 |
| Video (language) modeling: a baseline for generative models of natural videos MA Ranzato, A Szlam, J Bruna, M Mathieu, R Collobert, S Chopra arXiv preprint arXiv:1412.6604, 2014 | 574 | 2014 |
| Community detection with graph neural networks J Bruna, X Li stat 1050, 27, 2017 | 541* | 2017 |
| Can graph neural networks count substructures? Z Chen, L Chen, S Villar, J Bruna Advances in neural information processing systems 33, 10383-10395, 2020 | 456 | 2020 |
| Super-resolution with deep convolutional sufficient statistics J Bruna, P Sprechmann, Y LeCun arXiv preprint arXiv:1511.05666, 2015 | 443 | 2015 |
| On the equivalence between graph isomorphism testing and function approximation with gnns Z Chen, S Villar, L Chen, J Bruna Advances in neural information processing systems 32, 2019 | 373 | 2019 |
| Stability properties of graph neural networks F Gama, J Bruna, A Ribeiro IEEE Transactions on Signal Processing 68, 5680-5695, 2020 | 319 | 2020 |
| Topology and geometry of half-rectified network optimization CD Freeman, J Bruna arXiv preprint arXiv:1611.01540, 2016 | 310 | 2016 |
| Revised note on learning quadratic assignment with graph neural networks A Nowak, S Villar, AS Bandeira, J Bruna 2018 IEEE Data Science Workshop (DSW), 1-5, 2018 | 288 | 2018 |
| Deep geometric prior for surface reconstruction F Williams, T Schneider, C Silva, D Zorin, J Bruna, D Panozzo Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019 | 262 | 2019 |
| Kymatio: Scattering transforms in python M Andreux, T Angles, G Exarchakis, R Leonarduzzi, G Rochette, L Thiry, ... Journal of Machine Learning Research 21 (60), 1-6, 2020 | 243 | 2020 |
| Offline rl without off-policy evaluation D Brandfonbrener, W Whitney, R Ranganath, J Bruna Advances in neural information processing systems 34, 4933-4946, 2021 | 239 | 2021 |
Yann LeCunChief AI Scientist at Facebook & JT Schwarz Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu
