Lee, Sangseon

8 publications

ICLRW 2025 Aligning Molecules and Fragments in a Shared Embedding Space for RL-Based Molecule Generation Youngkuk Kim, Yinhua Piao, Sangseon Lee, Sun Kim

ICML 2025 BounDr.E: Predicting Drug-Likeness via Biomedical Knowledge Alignment and EM-like One-Class Boundary Optimization Dongmin Bang, Inyoung Sung, Yinhua Piao, Sangseon Lee, Sun Kim

ICLR 2025 CheapNet: Cross-Attention on Hierarchical Representations for Efficient Protein-Ligand Binding Affinity Prediction Hyukjun Lim, Sun Kim, Sangseon Lee

ICLRW 2025 Predicting Drug-Likeness via Biomedical Knowledge Alignment and EM-like One-Class Boundary Optimization Dongmin Bang, Inyoung Sung, Yinhua Piao, Sangseon Lee, Sun Kim

ICLRW 2025 Transferring Preclinical Drug Response to Patient via Tumor Heterogeneity-Aware Alignment and Perturbation Modeling Inyoung Sung, Dongmin Bang, Sun Kim, Sangseon Lee

CVPR 2024 Improving Out-of-Distribution Generalization in Graphs via Hierarchical Semantic Environments Yinhua Piao, Sangseon Lee, Yijingxiu Lu, Sun Kim

NeurIPSW 2022 SPGP: Structure Prototype Guided Graph Pooling Sangseon Lee, Dohoon Lee, Yinhua Piao, Sun Kim

AAAI 2022 Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification Yinhua Piao, Sangseon Lee, Dohoon Lee, Sun Kim