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ORCIDSangmin Seo 0001
Person information
- affiliation: Yonsei University, Seoul, Republic of Korea
Other persons with the same name
- Sangmin Seo — disambiguation page
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2020 – today
- 2024
[j9]Seungyeon Choi, Sangmin Seo, Byung Ju Kim, Chihyun Park
, Sanghyun Park:
PIDiff: Physics informed diffusion model for protein pocket-specific 3D molecular generation. Comput. Biol. Medicine 180: 108865 (2024)- [j8]Sangmin Seo, Jonghwan Choi, Seungyeon Choi, Jieun Lee, Chihyun Park, Sanghyun Park:
Pseq2Sites: Enhancing protein sequence-based ligand binding-site prediction accuracy via the deep convolutional network and attention mechanism. Eng. Appl. Artif. Intell. 127(Part A): 107257 (2024) - [j7]Jieun Lee, Sangmin Seo, Jonghwan Choi, Sanghyun Park:
K2vTune: A workload-aware configuration tuning for RocksDB. Inf. Process. Manag. 61(1): 103567 (2024) - [j6]Hyosoon Jang, Sangmin Seo, Sanghyun Park, Byung Ju Kim, Geon-Woo Choi, Jonghwan Choi, Chihyun Park:
De novo drug design through gradient-based regularized search in information-theoretically controlled latent space. J. Comput. Aided Mol. Des. 38(1): 32 (2024) - [c4]Sangmin Seo, Seungyeon Choi, Hwanhee Kim, Sanghyun Park:
PretrainedBA: Enhancing Compound-Protein Binding Affinity Prediction Accuracy via Pre-training Large-Scale Interaction Information. BIBM 2024: 735-742 - [c3]Seungyeon Choi, Sangmin Seo, Sanghyun Park:
SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction. ECAI 2024: 169-176 - [c2]Seungyeon Choi, Sangmin Seo, Jonghwan Choi, Chihyun Park, Sanghyun Park:
DrDiff: Drug Response Prediction Through Controllable Diffusion-GE and Graph Attention Network. ECAI 2024: 1623-1630 - [i1]Seungyeon Choi, Sangmin Seo, Sanghyun Park:
SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction. CoRR abs/2407.11057 (2024) - 2023
- [j5]Shengmin Piao, Jonghwan Choi, Sangmin Seo, Sanghyun Park:
SELF-EdiT: Structure-constrained molecular optimisation using SELFIES editing transformer. Appl. Intell. 53(21): 25868-25880 (2023) - [j4]Jonghwan Choi, Sangmin Seo, Seungyeon Choi, Shengmin Piao, Chihyun Park, Sung Jin Ryu, Byung Ju Kim, Sanghyun Park:
ReBADD-SE: Multi-objective molecular optimisation using SELFIES fragment and off-policy self-critical sequence training. Comput. Biol. Medicine 157: 106721 (2023) - [j3]Ju Yeon Seo, Kyeonghun Kim, Sangmin Seo, Sanghyun Park:
DARK: Deep automatic Redis knobs tuning system depending on the persistence method. Expert Syst. Appl. 221: 119697 (2023) - [j2]Jonghwan Choi, Sangmin Seo, Sanghyun Park:
COMA: efficient structure-constrained molecular generation using contractive and margin losses. J. Cheminformatics 15(1): 8 (2023) - 2021
- [j1]Sangmin Seo, Jonghwan Choi, Sanghyun Park, Jaegyoon Ahn:
Binding affinity prediction for protein-ligand complex using deep attention mechanism based on intermolecular interactions. BMC Bioinform. 22(1): 542 (2021) - [c1]Jonghwan Choi, Sangmin Seo, Jinuk Park, Sanghyun Park:
MolBit: De novo Drug Design via Binary Representations of SMILES for avoiding the Posterior Collapse Problem. BIBM 2021: 364-367
Coauthor Index
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