Vignac, Clement

1. MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation
   2023/02/17 by Clément Vignac, Nagham Osman, Vignac, Clement +5 · 18 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics
2. Building powerful and equivariant graph neural networks with structural message-passing
   2020/06/26 by Vignac, Clement, Loukas, Andreas, Frossard, Pascal · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Generative Modelling of Structurally Constrained Graphs
   2024/06/25 by Madeira, Manuel, Vignac, Clement, Thanou, Dorina +1 · 6 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Sparse Training of Discrete Diffusion Models for Graph Generation
   2023/11/03 by Yiming Qin, Qin, Yiming, Clément Vignac +3 · 4 citations
   Computer Science · Social Sciences · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Human Mobility and Location-Based Analysis
5. Top-N: Equivariant set and graph generation without exchangeability
   2021/10/05 by Vignac, Clement, Frossard, Pascal · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)