Sangmin Seo

16 papers A 3B 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A conf
Efficient Approximate Nearest Neighbor Search via Data-Adaptive Parameter Adjustment in Hierarchical Navigable Small Graphs.
DATE
Huijun Jin, Jieun Lee, Shengmin Piao, Sangmin Seo, Sein Kwon, Sanghyun Park
2024 J jnl
De novo drug design through gradient-based regularized search in information-theoretically controlled latent space.
J. Comput. Aided Mol. Des.
Hyosoon Jang, Sangmin Seo, Sanghyun Park, Byung Ju Kim, Geon-Woo Choi, Jonghwan Choi, Chihyun Park
2024 A conf
DrDiff: Drug Response Prediction Through Controllable Diffusion-GE and Graph Attention Network.
ECAI
Seungyeon Choi, Sangmin Seo, Jonghwan Choi, Chihyun Park, Sanghyun Park
2024 J jnl
K2vTune: A workload-aware configuration tuning for RocksDB.
Inf. Process. Manag.
Jieun Lee, Sangmin Seo, Jonghwan Choi, Sanghyun Park
2024 J jnl
PIDiff: Physics informed diffusion model for protein pocket-specific 3D molecular generation.
Comput. Biol. Medicine
Seungyeon Choi, Sangmin Seo, Byung Ju Kim, Chihyun Park, Sanghyun Park
2024 — conf
PretrainedBA: Enhancing Compound-Protein Binding Affinity Prediction Accuracy via Pre-training Large-Scale Interaction Information.
BIBM
Sangmin Seo, Seungyeon Choi, Hwanhee Kim, Sanghyun Park
2024 J jnl
Pseq2Sites: Enhancing protein sequence-based ligand binding-site prediction accuracy via the deep convolutional network and attention mechanism.
Eng. Appl. Artif. Intell.
Sangmin Seo, Jonghwan Choi, Seungyeon Choi, Jieun Lee, Chihyun Park, Sanghyun Park
2024 A conf
SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction.
ECAI
Seungyeon Choi, Sangmin Seo, Sanghyun Park
2024 J jnl
SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction.
CoRR
Seungyeon Choi, Sangmin Seo, Sanghyun Park
2024 B conf
Towards Workload-Specific Configuration Tuning via Meta-Learning for RocksDB.
SMC
Chanho Yearn, Jieun Lee, Sangmin Seo, Sanghyun Park
2023 J jnl
COMA: efficient structure-constrained molecular generation using contractive and margin losses.
J. Cheminformatics
Jonghwan Choi, Sangmin Seo, Sanghyun Park
2023 J jnl
DARK: Deep automatic Redis knobs tuning system depending on the persistence method.
Expert Syst. Appl.
Ju Yeon Seo, Kyeonghun Kim, Sangmin Seo, Sanghyun Park
2023 J jnl
ReBADD-SE: Multi-objective molecular optimisation using SELFIES fragment and off-policy self-critical sequence training.
Comput. Biol. Medicine
Jonghwan Choi, Sangmin Seo, Seungyeon Choi, Shengmin Piao, Chihyun Park, Sung Jin Ryu, Byung Ju Kim, Sanghyun Park
2023 J jnl
SELF-EdiT: Structure-constrained molecular optimisation using SELFIES editing transformer.
Appl. Intell.
Shengmin Piao, Jonghwan Choi, Sangmin Seo, Sanghyun Park
2021 J jnl
Binding affinity prediction for protein-ligand complex using deep attention mechanism based on intermolecular interactions.
BMC Bioinform.
Sangmin Seo, Jonghwan Choi, Sanghyun Park, Jaegyoon Ahn
2021 — conf
MolBit: De novo Drug Design via Binary Representations of SMILES for avoiding the Posterior Collapse Problem.
BIBM
Jonghwan Choi, Sangmin Seo, Jinuk Park, Sanghyun Park