Seungyeon Choi

16 papers A 2Misc 1Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
LatentTune: Efficient Tuning of High Dimensional Database Parameters via Latent Representation Learning.
CoRR
Sein Kwon, Youngwan Jo, Seungyeon Choi, Jieun Lee, Huijun Jin, Sanghyun Park
2025 J jnl
Controllable 3D Molecular Generation for Structure-Based Drug Design Through Bayesian Flow Networks and Gradient Integration.
CoRR
Seungyeon Choi, Hwanhee Kim, Chihyun Park, Dahyeon Lee, Seungyong Lee, Yoonju Kim, Hyoungjoon Park, Sein Kwon, Youngwan Jo, Sanghyun Park
2025 J jnl
Exploring the potential of compound-protein complex structure-free models in virtual screening using BlendNet.
Briefings Bioinform.
Sangmin Seo, Hwanhee Kim, Jieun Lee, Seungyeon Choi, Sanghyun Park
2025 — conf
Fixing Truncation-Induced Mode Collapse in GFlowNets via Pruning Loss.
BIBM
Hwanhee Kim, Seungyeon Choi, Seungyong Lee, Hyoungjoon Park, Yoonju Kim, Sanghyun Park
2025 Misc conf
LatentTune: Efficient Tuning of High Dimensional Database Parameters via Latent Representation Learning.
HiPC
Sein Kwon, Youngwan Jo, Seungyeon Choi, Jieun Lee, Huijun Jin, Sang-Hyun Park
2025 — conf
TheProperty: Euclidean 3D Molecular Representations for Explainable ADMET Prediction.
BIBM
Yoonju Kim, Seungyeon Choi, Seungyong Lee, Hwanhee Kim, Hyoungjoon Park, Sanghyun Park
2025 — conf
TheProtein: Evolutionarily Informed Graph-Surface Protein Representation.
BIBM
Seungyong Lee, Seungyeon Choi, Hwanhee Kim, Hyoungjoon Park, Yoonju Kim, Hyunseo Yang, Sanghyun 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
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
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
2019 J jnl
Urban Smart Block: An Open IoT Platform for Creating Online-to-Offline Services in Urban Environments.
Int. J. Embed. Real Time Commun. Syst.
Jae Wan Park, Seungyeon Choi
2017 — conf
A feasibility study of automatic lung nodule detection in chest digital tomosynthesis with machine learning based on support vector machine.
Computer-Aided Diagnosis
Donghoon Lee, Ye-seul Kim, Sunghoon Choi, Haenghwa Lee, Byungdu Jo, Seungyeon Choi, Jungwook Shin, Hee-Joung Kim