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Reinforced Molecular Optimization with Neighborhood-Controlled Grammars

Reinforced Molecular Optimization with Neighborhood-Controlled Grammars

Neural Information Processing Systems (NeurIPS), 2020
14 November 2020
Chenchen Xu
Qiao Liu
Shiyu Huang
Tao Jiang
    GNNOffRL
ArXiv (abs)PDFHTML

Papers citing "Reinforced Molecular Optimization with Neighborhood-Controlled Grammars"

10 / 10 papers shown
Kernel-Elastic Autoencoder for Molecular Design
Kernel-Elastic Autoencoder for Molecular DesignPNAS Nexus (PNAS Nexus), 2023
Haote Li
Yu Shee
B. Allen
F. Maschietto
Victor S. Batista
405
9
0
12 Oct 2023
SANGEA: Scalable and Attributed Network Generation
SANGEA: Scalable and Attributed Network GenerationAsian Conference on Machine Learning (ACML), 2023
Valentin Lemaire
Youssef Achenchabe
Lucas Ody
Houssem Eddine Souid
G. Aversano
Nicolas Posocco
S. Skhiri
300
3
0
27 Sep 2023
Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular
  Property Prediction
Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property PredictionInternational Conference on Machine Learning (ICML), 2023
Minghao Guo
Veronika Thost
Samuel W Song
A. Balachandran
Payel Das
Jie Chen
Wojciech Matusik
AI4CE
309
0
0
04 Sep 2023
Dynamic Vertex Replacement Grammars
Dynamic Vertex Replacement Grammars
Daniel Gonzalez Cedre
Justus Hibshman
Timothy La Fond
Grant M. Boquet
Tim Weninger
221
0
0
21 Mar 2023
Conditional $β$-VAE for De Novo Molecular Generation
Conditional βββ-VAE for De Novo Molecular Generation
Ryan J. Richards
A. Groener
BDLDRL
280
16
0
01 May 2022
DOCKSTRING: easy molecular docking yields better benchmarks for ligand
  design
DOCKSTRING: easy molecular docking yields better benchmarks for ligand designJournal of Chemical Information and Modeling (JCIM), 2021
Miguel García-Ortegón
G. Simm
Austin Tripp
José Miguel Hernández-Lobato
A. Bender
S. Bacallado
278
108
0
29 Oct 2021
An In-depth Summary of Recent Artificial Intelligence Applications in
  Drug Design
An In-depth Summary of Recent Artificial Intelligence Applications in Drug Design
Yi Zhang
AI4CE
345
7
0
10 Oct 2021
Artificial Intelligence in Drug Discovery: Applications and Techniques
Artificial Intelligence in Drug Discovery: Applications and Techniques
Jianyuan Deng
Zhibo Yang
Iwao Ojima
Dimitris Samaras
Fusheng Wang
AI4TS
630
157
0
09 Jun 2021
Learning to Extend Molecular Scaffolds with Structural Motifs
Learning to Extend Molecular Scaffolds with Structural MotifsInternational Conference on Learning Representations (ICLR), 2021
Krzysztof Maziarz
Henry Jackson-Flux
Pashmina Cameron
F. Sirockin
Nadine Schneider
N. Stiefl
Marwin H. S. Segler
Marc Brockschmidt
AI4CE
570
94
0
05 Mar 2021
Deep Graph Generators: A Survey
Deep Graph Generators: A SurveyIEEE Access (IEEE Access), 2020
Faezeh Faez
Yassaman Ommi
M. Baghshah
Hamid R. Rabiee
GNNAI4CE
298
71
0
31 Dec 2020
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