Pietro Liò
- Graph Attention Networks
2017/10/30 by Petar Veličković, Guillem Cucurull, Veličković, Petar +9 · 2 voices · 850 citations
#stat.ML #cs.AI #cs.LG #cs.SI
- Deep Graph Infomax
2018/09/27 by Petar Veličković, William Fedus, Veličković, Petar +10 · 1 voice · 81 citations
Computer Science · Mathematics · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Social and Information Networks (cs.SI) #cs.IT #cs.LG #cs.SI #stat.ML
- A Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems
2023/12/12 by Alexandre Duval, Duval, Alexandre, Simon V. Mathis +19 · 2 voices · 15 citations
Materials Science · Physics and Astronomy · #Nuclear Physics and Applications #X-ray Diffraction in Crystallography #cs.AI #cs.LG #q-bio.QM #stat.ML
- Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
2023/07/17 by Xuan Zhang, Limei Wang, Zhang, Xuan +123 · 1 voice · 18 citations
#cs.LG #physics.comp-ph
- Molecular Evolution of Nitrogen Fixation: The Evolutionary History of the nifD, nifK, nifE, and nifN Genes
2000/07/01 by Renato Fani, Romina Gallo, Pietro Liò +1 · 6 citations
Energy · Biochemistry, Genetics and Molecular Biology · #Metalloenzymes and iron-sulfur proteins #RNA modifications and cancer #Genomics and Phylogenetic Studies
- SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints
2024/05/02 by Miruna Cretu, Charles Harris, Ilia Igashov +6 · 1 voice · 3 citations
#cs.LG #q-bio.BM
- DBMol: Design of High-Affinity, Target-Specific Small Molecules through Structure Prediction Models
2026/07/21 by Yiming Qin, Kai Yi, Miruna Cretu +3
#cs.LG