MolBit: De novo Drug Design via Binary Representations of SMILES for avoiding the Posterior Collapse Problem. - Jonghwan Choi; Sangmin Seo 001; Jinuk Park; Sanghyun Park 003 (BIBM, 2021)

Binding affinity prediction for protein-ligand complex using deep attention mechanism based on intermolecular interactions. - Sangmin Seo 001; Jonghwan Choi; Sanghyun Park 003; Jaegyoon Ahn (BMC Bioinform., 2021)

ReBADD-SE: Multi-objective molecular optimisation using SELFIES fragment and off-policy self-critical sequence training. - Jonghwan Choi; Sangmin Seo 001; Seungyeon Choi; Shengmin Piao; Chihyun Park; Sung Jin Ryu; Byung Ju Kim; Sanghyun Park 003 (Comput. Biol. Medicine, 2023)

DARK: Deep automatic Redis knobs tuning system depending on the persistence method. - Ju Yeon Seo; Kyeonghun Kim; Sangmin Seo 001; Sanghyun Park 003 (Expert Syst. Appl., 2023)

SELF-EdiT: Structure-constrained molecular optimisation using SELFIES editing transformer. - Shengmin Piao; Jonghwan Choi; Sangmin Seo 001; Sanghyun Park 003 (Appl. Intell., 2023)

COMA: efficient structure-constrained molecular generation using contractive and margin losses. - Jonghwan Choi; Sangmin Seo 001; Sanghyun Park 003 (J. Cheminformatics, 2023)

PretrainedBA: Enhancing Compound-Protein Binding Affinity Prediction Accuracy via Pre-training Large-Scale Interaction Information. - Sangmin Seo 001; Seungyeon Choi; Hwanhee Kim; Sanghyun Park 003 (BIBM, 2024)

SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction. - Seungyeon Choi; Sangmin Seo 001; Sanghyun Park 003 (ECAI, 2024)

DrDiff: Drug Response Prediction Through Controllable Diffusion-GE and Graph Attention Network. - Seungyeon Choi; Sangmin Seo 001; Jonghwan Choi; Chihyun Park; Sanghyun Park 003 (ECAI, 2024)

Towards Workload-Specific Configuration Tuning via Meta-Learning for RocksDB. - Chanho Yearn; Jieun Lee 006; Sangmin Seo 001; Sanghyun Park 003 (SMC, 2024)

PIDiff: Physics informed diffusion model for protein pocket-specific 3D molecular generation. - Seungyeon Choi; Sangmin Seo 001; Byung Ju Kim; Chihyun Park; Sanghyun Park 003 (Comput. Biol. Medicine, 2024)

Pseq2Sites: Enhancing protein sequence-based ligand binding-site prediction accuracy via the deep convolutional network and attention mechanism. - Sangmin Seo 001; Jonghwan Choi; Seungyeon Choi; Jieun Lee 006; Chihyun Park; Sanghyun Park 003 (Eng. Appl. Artif. Intell., 2024)

K2vTune: A workload-aware configuration tuning for RocksDB. - Jieun Lee 006; Sangmin Seo 001; Jonghwan Choi; Sanghyun Park 003 (Inf. Process. Manag., 2024)

De novo drug design through gradient-based regularized search in information-theoretically controlled latent space. - Hyosoon Jang; Sangmin Seo 001; Sanghyun Park 003; Byung Ju Kim; Geon-Woo Choi; Jonghwan Choi; Chihyun Park (J. Comput. Aided Mol. Des., 2024)

Efficient Approximate Nearest Neighbor Search via Data-Adaptive Parameter Adjustment in Hierarchical Navigable Small Graphs. - Huijun Jin; Jieun Lee 006; Shengmin Piao; Sangmin Seo 001; Sein Kwon; Sanghyun Park 003 (DATE, 2025)