Standout Papers

Dynamic Graph CNN for Learning on Point Cloud... 2011 2026 2016 2021 3.0k
  1. Dynamic Graph CNN for Learning on Point Clouds (2019)
    Yue Wang, Yongbin Sun et al. ACM Transactions on Graphics
  2. Geometric Deep Learning: Going beyond Euclidean data (2017)
    Michael M. Bronstein, Joan Bruna et al. IEEE Signal Processing Magazine
  3. Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs (2017)
    Federico Monti, Davide Boscaini et al. IRIS Research product catalog (Sapienza University of Rome)
  4. Shape google (2011)
    Alexander M. Bronstein, Michael M. Bronstein et al. ACM Transactions on Graphics
  5. Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning (2019)
    Pablo Gaínza, Freyr Sverrisson et al. Nature Methods
  6. LDAHash: Improved Matching with Smaller Descriptors (2011)
    Christoph Strecha, Alex Bronstein et al. IEEE Transactions on Pattern Analysis and Machine Intelligence
  7. Equivariant 3D-conditional diffusion model for molecular linker design (2024)
    Ilia Igashov, H. Stärk et al. Nature Machine Intelligence
  8. Targeting protein–ligand neosurfaces with a generalizable deep learning tool (2025)
    Stephen Buckley, Arne Schneuing et al. Nature

Immediate Impact

1 by Nobel laureates 22 from Science/Nature 82 standout
Sub-graph 1 of 20

Citing Papers

Mass-spectrometry-based proteomics: from single cells to clinical applications
2025 StandoutNature
Artificial intelligence in drug development
2025 Standout
1 intermediate paper

Works of Michael M. Bronstein being referenced

Fast end-to-end learning on protein surfaces
2021
Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning
2019 Standout
and 1 more

Author Peers

Author Last Decade Papers Cites
Michael M. Bronstein 5143 4303 901 1916 123 10.8k
Leonidas Guibas 6493 5525 683 1409 288 14.2k
John Canny 10093 1394 395 1397 82 17.7k
Herbert Edelsbrunner 3023 1856 2176 705 199 12.5k
David Dobkin 2536 1781 363 754 60 6.9k
Jian Sun 13592 1921 391 2045 129 19.2k
Baining Guo 12085 3430 199 3708 174 20.6k
Jon Bentley 2912 675 397 2968 84 8.9k
Jean Ponce 9141 1346 177 1685 102 12.4k
Ziwei Liu 3433 1868 127 1783 130 7.1k
Ron Kimmel 7160 3054 188 803 149 10.1k

All Works

Loading papers...

Rankless by CCL
2026