Yinhua Piao

15 papers A* 3Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning Adaptive Perturbation-Conditioned Contexts for Robust Transcriptional Response Prediction.
CoRR
Yinhua Piao, Hyomin Kim, Seonghwan Kim, Yunhak Oh, Junhyeok Jeon, Sang-Yeon Hwang, Jaechang Lim, Woo Youn Kim, Chanyoung Park, Sungsoo Ahn
2026 J jnl
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction.
CoRR
Hyomin Kim, Sang-Yeon Hwang, Jaechang Lim, Yinhua Piao, Yunhak Oh, Woo Youn Kim, Chanyoung Park, Sungsoo Ahn, Junhyeok Jeon
2025 A* conf
BounDr.E: Predicting Drug-likeness via Biomedical Knowledge Alignment and EM-like One-Class Boundary Optimization.
ICML
Dongmin Bang, Inyoung Sung, Yinhua Piao, Sangseon Lee, Sun Kim
2025 J jnl
GraphT5: Unified Molecular Graph-Language Modeling via Multi-Modal Cross-Token Attention.
CoRR
Sangyeup Kim, Nayeon Kim, Yinhua Piao, Sun Kim
2025 J jnl
Improving Reaction Yield Prediction with Chemical Atom-Level Reaction Learning.
J. Chem. Inf. Model.
Yijingxiu Lu, Yinhua Piao, Ming Shen, Sun Kim
2025 — conf
MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model.
EMNLP (Findings)
Sumin Ha, Jun Hyeong Kim, Yinhua Piao, Changyun Cho, Sun Kim
2025 J jnl
MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model.
CoRR
Sumin Ha, Jun Hyeong Kim, Yinhua Piao, Sun Kim
2024 — conf
Enhancing Drug-Drug Interaction Prediction with Context-Aware Architecture.
Tiny Papers @ ICLR
Yijingxiu Lu, Yinhua Piao, Sun Kim
2024 A* conf
Improving Out-of-Distribution Generalization in Graphs via Hierarchical Semantic Environments.
CVPR
Yinhua Piao, Sangseon Lee, Yijingxiu Lu, Sun Kim
2024 J jnl
Improving out-of-distribution generalization in graphs via hierarchical semantic environments.
CoRR
Yinhua Piao, Sangseon Lee, Yijingxiu Lu, Sun Kim
2023 — conf
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning.
ACL (1)
Nayeon Kim, Yinhua Piao, Sun Kim
2023 J jnl
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning.
CoRR
Nayeon Kim, Yinhua Piao, Sun Kim
2022 J jnl
SPGP: Structure Prototype Guided Graph Pooling.
CoRR
Sangseon Lee, Dohoon Lee, Yinhua Piao, Sun Kim
2022 A* conf
Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification.
AAAI
Yinhua Piao, Sangseon Lee, Dohoon Lee, Sun Kim
2021 J jnl
Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification.
CoRR
Yinhua Piao, Sangseon Lee, Dohoon Lee, Sun Kim