Lee, Seul
- Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations
2022/02/05 by Jaehyeong Jo, Jo, Jaehyeong, Seul Lee +3 · 28 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Exploring Chemical Space with Score-based Out-of-distribution Generation
2022/06/06 by Seul Lee, Jaehyeong Jo, Lee, Seul +3 · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Biomolecules (q-bio.BM) #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Mathematical Biology Tumor Growth
- Hit and Lead Discovery with Explorative RL and Fragment-based Molecule\n Generation
2021/10/04 by Soojung Yang, Doyeong Hwang, Yang, Soojung +7 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics #Quantitative Methods (q-bio.QM)
- GenMol: A Drug Discovery Generalist with Discrete Diffusion
2025/01/10 by Seul Lee, Karsten Kreis, Lee, Seul +15 · 1 voice · 8 citations
#cs.LG
- Drug Discovery with Dynamic Goal-aware Fragments
2023/10/02 by Seul Lee, Lee, Seul, Seanie Lee +3 · 4 citations
Computer Science · Materials Science · Decision Sciences · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Scientific Computing and Data Management
- Molecule Generation with Fragment Retrieval Augmentation
2024/11/18 by Seul Lee, Karsten Kreis, Lee, Seul +13 · 6 citations
Chemistry · #Analytical Chemistry and Chromatography #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mass Spectrometry Techniques and Applications #Various Chemistry Research Topics
- Stacked U-Nets with Self-Assisted Priors Towards Robust Correction of\n Rigid Motion Artifact in Brain MRI
2021/11/11 by Mohammed A. Al‐masni, Seul Lee, Al-masni, Mohammed A. +11 · 2 citations
Computer Science · Engineering · #Medical Image Segmentation Techniques #Advanced Image Processing Techniques #Image Processing Techniques and Applications
- Edge Representation Learning with Hypergraphs
2021/06/30 by Jaehyeong Jo, Jinheon Baek, Jo, Jaehyeong +9 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Graph Theory and Algorithms
- A Simple and Scalable Representation for Graph Generation
2023/12/04 by Yunhui Jang, Seul Lee, Jang, Yunhui +3 · 1 citation
Computer Science · Materials Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science